docs(checkpoint,checkpoint-postgres): clarify Store value and namespace semantics

chore(deps): bump the minor-and-patch group in /libs/cli with 4 updates (#7962 )
Bumps the minor-and-patch group in /libs/cli with 4 updates: [click](https://github.com/pallets/click), [langgraph-sdk](https://github.com/langchain-ai/langgraph), [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) and [ruff](https://github.com/astral-sh/ruff). Updates `click` from 8.3.3 to 8.4.1 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/pallets/click/releases">click's releases</a>.</em></p> <blockquote> <h2>8.4.1</h2> <p>This is the Click 8.4.1 fix release, which fixes bugs but does not otherwise change behavior and should not result in breaking changes compared to the latest feature release.</p> <p>PyPI: <a href="https://pypi.org/project/click/8.4.1/">https://pypi.org/project/click/8.4.1/</a> Changes: <a href="https://click.palletsprojects.com/page/changes/#version-8-4-1">https://click.palletsprojects.com/page/changes/#version-8-4-1</a> Milestone: <a href="https://github.com/pallets/click/milestone/32?closed=1">https://github.com/pallets/click/milestone/32?closed=1</a></p> <ul> <li><code>get_parameter_source()</code> is available during eager callbacks and type conversion again. <a href="https://redirect.github.com/pallets/click/issues/3458">#3458</a> <a href="https://redirect.github.com/pallets/click/issues/3484">#3484</a></li> <li>Zsh completion scripts parse correctly on Windows. <a href="https://redirect.github.com/pallets/click/issues/3277">#3277</a> # 3466</li> <li>Shell completion of <code>Choice</code> <code>Enum</code> values produces a valid completion result. <a href="https://redirect.github.com/pallets/click/issues/3015">#3015</a></li> <li>Fix empty byte-string handling in echo. <a href="https://redirect.github.com/pallets/click/issues/3487">#3487</a></li> <li>Fix closed file error with <code>echo_via_pager</code>. <a href="https://redirect.github.com/pallets/click/issues/3449">#3449</a></li> </ul> <h2>8.4.0</h2> <p>This is the Click 8.4.0 feature release. A feature release may include new features, remove previously deprecated code, add new deprecation, or introduce potentially breaking changes.</p> <p>We encourage everyone to upgrade. You can read more about our <a href="https://palletsprojects.com/versions">Version Support Policy</a> on our website.</p> <p>PyPI: <a href="https://pypi.org/project/click/8.4.0/">https://pypi.org/project/click/8.4.0/</a> Changes: <a href="https://click.palletsprojects.com/page/changes/#version-8-4-0">https://click.palletsprojects.com/page/changes/#version-8-4-0</a> Milestone <a href="https://github.com/pallets/click/milestone/30">https://github.com/pallets/click/milestone/30</a></p> <ul> <li> <p><code>ParamType</code> typing improvements. <a href="https://redirect.github.com/pallets/click/issues/3371">#3371</a></p> <ul> <li>:class:<code>ParamType</code> is now a generic abstract base class, parameterized by its converted value type.</li> <li>:meth:<code>~ParamType.convert</code> return types are narrowed on all concrete types (<code>str</code> for :class:<code>STRING</code>, <code>int</code> for :class:<code>INT</code>, etc.).</li> <li>:meth:<code>~ParamType.to_info_dict</code> returns specific :class:<code>~typing.TypedDict</code> subclasses instead of <code>dict[str, Any]</code>.</li> <li>:class:<code>CompositeParamType</code> and the number-range base are now generic with abstract methods.</li> </ul> </li> <li> <p>Refactor <code>convert_type</code> to extract type inference into a private <code>_guess_type</code> helper, and add :func:<code>typing.overload</code> signatures. <a href="https://redirect.github.com/pallets/click/issues/3372">#3372</a></p> </li> <li> <p><code>Parameter</code> typing improvements. <a href="https://redirect.github.com/pallets/click/issues/2805">#2805</a></p> <ul> <li>:class:<code>Parameter</code> is now an abstract base class, making explicit that it cannot be instantiated directly.</li> <li>:attr:<code>Parameter.name</code> is now <code>str</code> instead of <code>str | None</code>. When <code>expose_value=False</code>, the name is set to <code>""</code> instead of <code>None</code>.</li> <li>The <code>ctx</code> parameter of :meth:<code>Parameter.get_error_hint</code> is now typed as <code>Context | None</code>, matching the runtime behavior.</li> </ul> </li> <li> <p>Split string values from <code>default_map</code> for parameters with <code>nargs > 1</code> or :class:<code>Tuple</code> type, matching environment variable behavior.</p> </li> </ul>  </blockquote> <p>... (truncated)</p> </details> <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/pallets/click/blob/main/CHANGES.rst">click's changelog</a>.</em></p> <blockquote> <h2>Version 8.4.1</h2> <p>Released 2026-05-21</p> <ul> <li><code>get_parameter_source()</code> is available during eager callbacks and type conversion again. :issue:<code>3458</code> :issue:<code>3484</code></li> <li>Zsh completion scripts parse correctly on Windows. :issue:<code>3277</code> :pr:<code>3466</code></li> <li>Shell completion of <code>Choice</code> <code>Enum</code> values produces a valid completion result. :issue:<code>3015</code></li> <li>Fix empty byte-string handling in echo. :issue:<code>3487</code></li> <li>Fix closed file error with <code>echo_via_pager</code>. :issue:<code>3449</code></li> </ul> <h2>Version 8.4.0</h2> <p>Released 2026-05-17</p> <ul> <li> <p>:class:<code>ParamType</code> typing improvements. :pr:<code>3371</code></p> <ul> <li>:class:<code>ParamType</code> is now a generic abstract base class, parameterized by its converted value type.</li> <li>:meth:<code>~ParamType.convert</code> return types are narrowed on all concrete types (<code>str</code> for :class:<code>STRING</code>, <code>int</code> for :class:<code>INT</code>, etc.).</li> <li>:meth:<code>~ParamType.to_info_dict</code> returns specific :class:<code>~typing.TypedDict</code> subclasses instead of <code>dict[str, Any]</code>.</li> <li>:class:<code>CompositeParamType</code> and the number-range base are now generic with abstract methods.</li> </ul> </li> <li> <p>Refactor <code>convert_type</code> to extract type inference into a private <code>_guess_type</code> helper, and add :func:<code>typing.overload</code> signatures. :pr:<code>3372</code></p> </li> <li> <p>:class:<code>Parameter</code> typing improvements. :pr:<code>2805</code></p> <ul> <li>:class:<code>Parameter</code> is now an abstract base class, making explicit that it cannot be instantiated directly.</li> <li>:attr:<code>Parameter.name</code> is now <code>str</code> instead of <code>str | None</code>. When <code>expose_value=False</code>, the name is set to <code>""</code> instead of <code>None</code>.</li> <li>The <code>ctx</code> parameter of :meth:<code>Parameter.get_error_hint</code> is now typed as <code>Context | None</code>, matching the runtime behavior.</li> </ul> </li> <li> <p>Split string values from <code>default_map</code> for parameters with <code>nargs > 1</code> or :class:<code>Tuple</code> type, matching environment variable behavior. :issue:<code>2745</code> :pr:<code>3364</code></p> </li> <li> <p>Auto-detect <code>type=UNPROCESSED</code> for <code>flag_value</code> of non-basic types (not <code>str</code>, <code>int</code>, <code>float</code>, or <code>bool</code>), so programmer-provided Python objects like classes and enum members are passed through unchanged instead of being stringified. Previously <code>type=click.UNPROCESSED</code> had to be set explicitly. :issue:<code>2012</code> :pr:<code>3363</code></p> </li> </ul>  </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/pallets/click/commit/6eeb50e948ea136db145280f6f5dd52eca3fa7e5"><code>6eeb50e</code></a> release version 8.4.1</li> <li><a href="https://github.com/pallets/click/commit/67921d5b71584112eebcbf89596b5f0e6d14c49f"><code>67921d5</code></a> change log and doc fixes (<a href="https://redirect.github.com/pallets/click/issues/3495">#3495</a>)</li> <li><a href="https://github.com/pallets/click/commit/9c41f46a4015700489ad009266edf1f3893d01d1"><code>9c41f46</code></a> Fix changelog and version admonitions</li> <li><a href="https://github.com/pallets/click/commit/6cb34774f20598aa288332f8da02c5aee85448a6"><code>6cb3477</code></a> fix skip condition</li> <li><a href="https://github.com/pallets/click/commit/5ee8e3123d8ddece6c47eff9a7a7d4ca478c4f37"><code>5ee8e31</code></a> fix I/O operation on closed file error with CliRunner and echo_via_pager (<a href="https://redirect.github.com/pallets/click/issues/3482">#3482</a>)</li> <li><a href="https://github.com/pallets/click/commit/becbde5cf416441627f779e8dd34e57738ee1c1f"><code>becbde5</code></a> pager doesn't close std streams</li> <li><a href="https://github.com/pallets/click/commit/a5f5aa6d4012d256ccca24638f2642fc371e9f77"><code>a5f5aa6</code></a> Handle empty bytes in echo (<a href="https://redirect.github.com/pallets/click/issues/3493">#3493</a>)</li> <li><a href="https://github.com/pallets/click/commit/4d3db84b251518e97299a38a5ca4bab3d01873a2"><code>4d3db84</code></a> handle empty bytes in echo</li> <li><a href="https://github.com/pallets/click/commit/d42f15b71757de791a5781fb179fd972da9169f5"><code>d42f15b</code></a> Fix <code>get_parameter_source()</code> during type conversion and eager callbacks (<a href="https://redirect.github.com/pallets/click/issues/3484">#3484</a>)</li> <li><a href="https://github.com/pallets/click/commit/0baa8db07736fc7ad3d3eed97d4c73b0059c63e1"><code>0baa8db</code></a> Document ctx.params bypass with test and doc</li> <li>Additional commits viewable in <a href="https://github.com/pallets/click/compare/8.3.3...8.4.1">compare view</a></li> </ul> </details> <br /> Updates `langgraph-sdk` from 0.3.13 to 0.4.2 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/langchain-ai/langgraph/releases">langgraph-sdk's releases</a>.</em></p> <blockquote> <h2>langgraph-sdk==0.4.2</h2> <p>Changes since sdk==0.4.1</p> <ul> <li>release(sdk-py): 0.4.2 (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7955">#7955</a>)</li> <li>fix(sdk-py): percent-encode thread_id in v3 stream transport default paths (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7954">#7954</a>)</li> </ul> <h2>langgraph-sdk==0.4.1</h2> <p>Changes since sdk==0.4.0</p> <ul> <li>release(sdk-py): 0.4.1 (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7944">#7944</a>)</li> <li>feat(sdk-py): extract stream decoders and add interleave_projections (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7935">#7935</a>)</li> <li>feat(langgraph): add v3 streaming support to RemoteGraph (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7927">#7927</a>)</li> <li>fix(sdk-py): make <code>tools_agent</code> fake model stateless (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7930">#7930</a>)</li> </ul> <h2>langgraph-sdk==0.4.0</h2> <p>Changes since sdk==0.3.15</p> <ul> <li>release(sdk-py): 0.4.0 (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7923">#7923</a>)</li> <li>feat(sdk-py): add thread stream helpers (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7833">#7833</a>)</li> <li>feat(sdk-py): wire websocket stream selection (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7832">#7832</a>)</li> <li>feat(sdk-py): add websocket stream transports (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7830">#7830</a>)</li> <li>feat(sdk-py): harden streaming reconnects (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7829">#7829</a>)</li> <li>feat(sdk-py): add sync scoped subgraphs (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7828">#7828</a>)</li> <li>feat(sdk-py): add sync messages and tool calls (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7827">#7827</a>)</li> <li>feat(sdk-py): add sync thread stream core (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7826">#7826</a>)</li> <li>feat(sdk-py): add async stream reconnect support (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7825">#7825</a>)</li> <li>feat(sdk-py): add scoped subgraph handles (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7824">#7824</a>)</li> <li>feat(sdk-py): add messages and tool call projections (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7823">#7823</a>)</li> <li>feat(sdk-py): add output, values, and controller extraction (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7822">#7822</a>)</li> <li>feat(sdk-py): wire lifecycle state and output prerequisites (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7821">#7821</a>)</li> <li>feat(sdk-py): add shared stream subscriptions (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7820">#7820</a>)</li> <li>feat(sdk-py): add async thread stream skeleton (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7819">#7819</a>)</li> <li>feat(sdk-py): add v3 streaming primitives and SSE transport (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7818">#7818</a>)</li> <li>chore(langgraph): bump version to 1.2.2 (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7914">#7914</a>)</li> </ul> <h2>langgraph-sdk==0.3.15</h2> <p>Changes since sdk==0.3.14</p> <ul> <li>release(checkpoint): 4.1.1 (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7890">#7890</a>)</li> <li>release(sdk-py): 0.3.15 (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7891">#7891</a>)</li> <li>fix(sdk-py): percent-encode caller-supplied identifiers in URL paths (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7893">#7893</a>)</li> <li>release(langgraph): 1.2.1 (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7883">#7883</a>)</li> <li>chore(deps): bump idna from 3.11 to 3.15 in /libs/sdk-py (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7863">#7863</a>)</li> <li>chore(deps): bump urllib3 from 2.6.3 to 2.7.0 in /libs/sdk-py (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7764">#7764</a>)</li> <li>chore(deps): bump langsmith from 0.7.31 to 0.8.0 in /libs/sdk-py (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7789">#7789</a>)</li> <li>release: bump alpha packages to official versions (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7775">#7775</a>)</li> <li>chore(langgraph): bump langchain-core to 1.4.0 (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7767">#7767</a>)</li> <li>feat(sdk-py): support metadata filter for crons search/count (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7737">#7737</a>)</li> <li>chore(deps): bump ty from 0.0.23 to 0.0.33 in /libs/sdk-py (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/7666">#7666</a>)</li> </ul>  </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/langchain-ai/langgraph/commit/4aeaffef4e0d14de09fa4e34636372cb01992c6a"><code>4aeaffe</code></a> 0.4.2 (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/4570">#4570</a>)</li> <li><a href="https://github.com/langchain-ai/langgraph/commit/f1bfd6051a7a3e840c3a9ddc437a2e7f14dd41c8"><code>f1bfd60</code></a> update</li> <li><a href="https://github.com/langchain-ai/langgraph/commit/998be75f3430d87f5fa361c790b41ae8314fc64e"><code>998be75</code></a> langgraph: decouple name from assistant ID in RemoteGraph</li> <li><a href="https://github.com/langchain-ai/langgraph/commit/365dd5f459e2bd9f4fcf38805837fc8cf9356869"><code>365dd5f</code></a> sdk-py: Prefix private functions in sdk with _</li> <li><a href="https://github.com/langchain-ai/langgraph/commit/0e61cc2cf6100e0e053614bc2c5dcdeec04b07a8"><code>0e61cc2</code></a> prebuilt: remove state_modifier (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/4439">#4439</a>)</li> <li><a href="https://github.com/langchain-ai/langgraph/commit/a0a302dec50af869c07851210f3a9dd77200e8a0"><code>a0a302d</code></a> prebuilt: switch to executing parallel tool calls via Send by default (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/4438">#4438</a>)</li> <li><a href="https://github.com/langchain-ai/langgraph/commit/4e05db85374a652c8ddfa26b9adb9ff638fce581"><code>4e05db8</code></a> Release checkpoint-sqlite (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/4509">#4509</a>)</li> <li><a href="https://github.com/langchain-ai/langgraph/commit/d6e20e6d093a4fe53cb04afa5af8a5b3d3b8ef31"><code>d6e20e6</code></a> Add missing 'running' RunStatus (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/4508">#4508</a>)</li> <li><a href="https://github.com/langchain-ai/langgraph/commit/fcd06acd3365aa2c7ba5091349a6f850aedd09c4"><code>fcd06ac</code></a> Add support for specifying a custom base image in docker commands (<a href="https://redirect.github.com/langchain-ai/langgraph/issues/4500">#4500</a>)</li> <li><a href="https://github.com/langchain-ai/langgraph/commit/94994a8d995596c1a3c035572062987c71811d83"><code>94994a8</code></a> meaningless commit to get vercel going sigh</li> <li>Additional commits viewable in <a href="https://github.com/langchain-ai/langgraph/compare/0.3.13...0.4.2">compare view</a></li> </ul> </details> <br /> Updates `pytest-asyncio` from 1.3.0 to 1.4.0 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/pytest-dev/pytest-asyncio/releases">pytest-asyncio's releases</a>.</em></p> <blockquote> <h2>pytest-asyncio v1.4.0</h2> <h1><a href="https://github.com/pytest-dev/pytest-asyncio/tree/1.4.0">1.4.0</a> - 2026-05-26</h1> <h2>Deprecated</h2> <ul> <li>Overriding the <em>event_loop_policy</em> fixture is deprecated. Use the <code>pytest_asyncio_loop_factories</code> hook instead. (<a href="https://redirect.github.com/pytest-dev/pytest-asyncio/issues/1419">#1419</a>)</li> </ul> <h2>Added</h2> <ul> <li> <p>Added the <code>pytest_asyncio_loop_factories</code> hook to parametrize asyncio tests with custom event loop factories.</p> <p>The hook returns a mapping of factory names to loop factories, and <code>pytest.mark.asyncio(loop_factories=[...])</code> selects a subset of configured factories per test. When a single factory is configured, test names are unchanged.</p> <p>Synchronous <code>@pytest_asyncio.fixture</code> functions now see the correct event loop when custom loop factories are configured, even when test code disrupts the current event loop (e.g., via <code>asyncio.run()</code> or <code>asyncio.set_event_loop(None)</code>). (<a href="https://redirect.github.com/pytest-dev/pytest-asyncio/issues/1164">#1164</a>)</p> </li> </ul> <h2>Changed</h2> <ul> <li>Improved the readability of the warning message that is displayed when <code>asyncio_default_fixture_loop_scope</code> is unset (<a href="https://redirect.github.com/pytest-dev/pytest-asyncio/issues/1298">#1298</a>)</li> <li>Only import <code>asyncio.AbstractEventLoopPolicy</code> for type checking to avoid raising a DeprecationWarning. (<a href="https://redirect.github.com/pytest-dev/pytest-asyncio/issues/1394">#1394</a>)</li> <li>Updated minimum supported pytest version to v8.4.0. (<a href="https://redirect.github.com/pytest-dev/pytest-asyncio/issues/1397">#1397</a>)</li> </ul> <h2>Fixed</h2> <ul> <li>Fixed a <code>ResourceWarning: unclosed event loop</code> warning that could occur when a synchronous test called <code>asyncio.run()</code> or otherwise unset the current event loop after pytest-asyncio had run an async test or fixture. (<a href="https://redirect.github.com/pytest-dev/pytest-asyncio/issues/724">#724</a>)</li> </ul> <h2>Notes for Downstream Packagers</h2> <ul> <li>Added dependency on <code>sphinx-tabs >= 3.5</code> to organize documentation examples into tabs. (<a href="https://redirect.github.com/pytest-dev/pytest-asyncio/issues/1395">#1395</a>)</li> </ul> <h2>pytest-asyncio v1.4.0a2</h2> <h1><a href="https://github.com/pytest-dev/pytest-asyncio/tree/1.4.0a2">1.4.0a2</a> - 2026-05-02</h1> <h2>Deprecated</h2> <ul> <li>Overriding the <em>event_loop_policy</em> fixture is deprecated. Use the <code>pytest_asyncio_loop_factories</code> hook instead. (<a href="https://redirect.github.com/pytest-dev/pytest-asyncio/issues/1419">#1419</a>)</li> </ul> <h2>Added</h2> <ul> <li> <p>Added the <code>pytest_asyncio_loop_factories</code> hook to parametrize asyncio tests with custom event loop factories.</p> <p>The hook returns a mapping of factory names to loop factories, and <code>pytest.mark.asyncio(loop_factories=[...])</code> selects a subset of configured factories per test. When a single factory is configured, test names are unchanged on pytest 8.4+.</p> <p>Synchronous <code>@pytest_asyncio.fixture</code> functions now see the correct event loop when custom loop factories are configured, even when test code disrupts the current event loop (e.g., via <code>asyncio.run()</code> or <code>asyncio.set_event_loop(None)</code>). (<a href="https://redirect.github.com/pytest-dev/pytest-asyncio/issues/1164">#1164</a>)</p> </li> </ul> <h2>Changed</h2> <ul> <li>Improved the readability of the warning message that is displayed when <code>asyncio_default_fixture_loop_scope</code> is unset (<a href="https://redirect.github.com/pytest-dev/pytest-asyncio/issues/1298">#1298</a>)</li> <li>Only import <code>asyncio.AbstractEventLoopPolicy</code> for type checking to avoid raising a DeprecationWarning. (<a href="https://redirect.github.com/pytest-dev/pytest-asyncio/issues/1394">#1394</a>)</li> </ul>  </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/6e14cd2af9292dca1fa2b027a06bbc40b0e0e425"><code>6e14cd2</code></a> chore: Prepare release of v1.4.0.</li> <li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/4b900fb5d0c30949c574e55dd904ee179f858a5e"><code>4b900fb</code></a> Build(deps): Bump codecov/codecov-action from 6.0.0 to 6.0.1</li> <li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/ab9f63245094865c42c940a34af724b0dec1debf"><code>ab9f632</code></a> Build(deps): Bump zipp from 3.23.1 to 4.1.0</li> <li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/a56fc77ecd59f781d8471b0f6a82bf58e08c95fa"><code>a56fc77</code></a> Build(deps): Bump hypothesis from 6.152.6 to 6.152.8</li> <li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/e8bae9bc1f197731fc1a210c0da557af7b698e6d"><code>e8bae9b</code></a> Build(deps): Bump requests from 2.34.0 to 2.34.2</li> <li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/fc433402c570fd36a7a227ef4bc3abd4579299de"><code>fc43340</code></a> Build(deps): Bump idna from 3.14 to 3.15</li> <li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/762eaf5033b798b965c92afdbb2cebefa8fc3a8b"><code>762eaf5</code></a> Build(deps): Bump jaraco-functools from 4.4.0 to 4.5.0</li> <li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/b62e2228c80070977baf6b77ba89d5c148af920f"><code>b62e222</code></a> Build(deps): Bump click from 8.3.3 to 8.4.0</li> <li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/919044700627889d25ca63b6e7a3bc785f3137eb"><code>9190447</code></a> Build(deps): Bump pydantic from 2.13.3 to 2.13.4</li> <li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/82a393c5e31b6ebbbd8ec2a8dafc5f35b9cf1236"><code>82a393c</code></a> ci: Remove unnecessary debug output.</li> <li>Additional commits viewable in <a href="https://github.com/pytest-dev/pytest-asyncio/compare/v1.3.0...v1.4.0">compare view</a></li> </ul> </details> <br /> Updates `ruff` from 0.15.12 to 0.15.15 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/astral-sh/ruff/releases">ruff's releases</a>.</em></p> <blockquote> <h2>0.15.15</h2> <h2>Release Notes</h2> <p>Released on 2026-05-28.</p> <h3>Preview features</h3> <ul> <li>Fix Markdown closing fence handling (<a href="https://redirect.github.com/astral-sh/ruff/pull/25310">#25310</a>)</li> <li>[<code>pyflakes</code>] Report duplicate imports in <code>typing.TYPE_CHECKING</code> block (<code>F811</code>) (<a href="https://redirect.github.com/astral-sh/ruff/pull/22560">#22560</a>)</li> </ul> <h3>Bug fixes</h3> <ul> <li>[<code>pyflakes</code>] Treat function-scope bare annotations as locals per PEP 526 (<code>F821</code>) (<a href="https://redirect.github.com/astral-sh/ruff/pull/21540">#21540</a>)</li> </ul> <h3>Performance</h3> <ul> <li>Avoid redundant <code>TokenValue</code> drops in the lexer (<a href="https://redirect.github.com/astral-sh/ruff/pull/25300">#25300</a>)</li> <li>Reduce memory usage by dropping token-excess capacity and improve performance by approximating the initial tokens <code>Vec</code> size (<a href="https://redirect.github.com/astral-sh/ruff/pull/25354">#25354</a>)</li> <li>Use <code>ThinVec</code> in AST to shrink <code>Stmt</code> (<a href="https://redirect.github.com/astral-sh/ruff/pull/25361">#25361</a>)</li> </ul> <h3>Documentation</h3> <ul> <li>Fix <code>line-length</code> example for <code>--config</code> option (<a href="https://redirect.github.com/astral-sh/ruff/pull/25389">#25389</a>)</li> <li>[<code>flake8-comprehensions</code>] Document <code>RecursionError</code> edge case in <code>__len__</code> (<code>C416</code>) (<a href="https://redirect.github.com/astral-sh/ruff/pull/25286">#25286</a>)</li> <li>[<code>mccabe</code>] Improve example (<code>C901</code>) (<a href="https://redirect.github.com/astral-sh/ruff/pull/25287">#25287</a>)</li> <li>[<code>pyupgrade</code>] Clarify fix safety docs (<code>UP007</code>, <code>UP045</code>) (<a href="https://redirect.github.com/astral-sh/ruff/pull/25288">#25288</a>)</li> <li>[<code>refurb</code>] Document <code>FURB192</code> exception change for empty sequences (<a href="https://redirect.github.com/astral-sh/ruff/pull/25317">#25317</a>)</li> <li>[<code>ruff</code>] Document false negative for user-defined types (<code>RUF013</code>) (<a href="https://redirect.github.com/astral-sh/ruff/pull/25289">#25289</a>)</li> </ul> <h3>Formatter</h3> <ul> <li>Fix formatting of lambdas nested within f-strings (<a href="https://redirect.github.com/astral-sh/ruff/pull/25398">#25398</a>)</li> </ul> <h3>Server</h3> <ul> <li>Return code action for <code>codeAction/resolve</code> requests that contain no or no valid URL (<a href="https://redirect.github.com/astral-sh/ruff/pull/25365">#25365</a>)</li> </ul> <h3>Other changes</h3> <ul> <li>Expand semantic syntax errors for invalid walruses (<a href="https://redirect.github.com/astral-sh/ruff/pull/25415">#25415</a>)</li> </ul> <h3>Contributors</h3> <ul> <li><a href="https://github.com/chirizxc"><code>@chirizxc</code></a></li> <li><a href="https://github.com/ntBre"><code>@ntBre</code></a></li> <li><a href="https://github.com/adityasingh2400"><code>@adityasingh2400</code></a></li> <li><a href="https://github.com/charliermarsh"><code>@charliermarsh</code></a></li> <li><a href="https://github.com/fallintoplace"><code>@fallintoplace</code></a></li> <li><a href="https://github.com/martin-schlossarek"><code>@martin-schlossarek</code></a></li> <li><a href="https://github.com/MichaReiser"><code>@MichaReiser</code></a></li> </ul>  </blockquote> <p>... (truncated)</p> </details> <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md">ruff's changelog</a>.</em></p> <blockquote> <h2>0.15.15</h2> <p>Released on 2026-05-28.</p> <h3>Preview features</h3> <ul> <li>Fix Markdown closing fence handling (<a href="https://redirect.github.com/astral-sh/ruff/pull/25310">#25310</a>)</li> <li>[<code>pyflakes</code>] Report duplicate imports in <code>typing.TYPE_CHECKING</code> block (<code>F811</code>) (<a href="https://redirect.github.com/astral-sh/ruff/pull/22560">#22560</a>)</li> </ul> <h3>Bug fixes</h3> <ul> <li>[<code>pyflakes</code>] Treat function-scope bare annotations as locals per PEP 526 (<code>F821</code>) (<a href="https://redirect.github.com/astral-sh/ruff/pull/21540">#21540</a>)</li> </ul> <h3>Performance</h3> <ul> <li>Avoid redundant <code>TokenValue</code> drops in the lexer (<a href="https://redirect.github.com/astral-sh/ruff/pull/25300">#25300</a>)</li> <li>Reduce memory usage by dropping token-excess capacity and improve performance by approximating the initial tokens <code>Vec</code> size (<a href="https://redirect.github.com/astral-sh/ruff/pull/25354">#25354</a>)</li> <li>Use <code>ThinVec</code> in AST to shrink <code>Stmt</code> (<a href="https://redirect.github.com/astral-sh/ruff/pull/25361">#25361</a>)</li> </ul> <h3>Documentation</h3> <ul> <li>Fix <code>line-length</code> example for <code>--config</code> option (<a href="https://redirect.github.com/astral-sh/ruff/pull/25389">#25389</a>)</li> <li>[<code>flake8-comprehensions</code>] Document <code>RecursionError</code> edge case in <code>__len__</code> (<code>C416</code>) (<a href="https://redirect.github.com/astral-sh/ruff/pull/25286">#25286</a>)</li> <li>[<code>mccabe</code>] Improve example (<code>C901</code>) (<a href="https://redirect.github.com/astral-sh/ruff/pull/25287">#25287</a>)</li> <li>[<code>pyupgrade</code>] Clarify fix safety docs (<code>UP007</code>, <code>UP045</code>) (<a href="https://redirect.github.com/astral-sh/ruff/pull/25288">#25288</a>)</li> <li>[<code>refurb</code>] Document <code>FURB192</code> exception change for empty sequences (<a href="https://redirect.github.com/astral-sh/ruff/pull/25317">#25317</a>)</li> <li>[<code>ruff</code>] Document false negative for user-defined types (<code>RUF013</code>) (<a href="https://redirect.github.com/astral-sh/ruff/pull/25289">#25289</a>)</li> </ul> <h3>Formatter</h3> <ul> <li>Fix formatting of lambdas nested within f-strings (<a href="https://redirect.github.com/astral-sh/ruff/pull/25398">#25398</a>)</li> </ul> <h3>Server</h3> <ul> <li>Return code action for <code>codeAction/resolve</code> requests that contain no or no valid URL (<a href="https://redirect.github.com/astral-sh/ruff/pull/25365">#25365</a>)</li> </ul> <h3>Other changes</h3> <ul> <li>Expand semantic syntax errors for invalid walruses (<a href="https://redirect.github.com/astral-sh/ruff/pull/25415">#25415</a>)</li> </ul> <h3>Contributors</h3> <ul> <li><a href="https://github.com/chirizxc"><code>@chirizxc</code></a></li> <li><a href="https://github.com/ntBre"><code>@ntBre</code></a></li> <li><a href="https://github.com/adityasingh2400"><code>@adityasingh2400</code></a></li> <li><a href="https://github.com/charliermarsh"><code>@charliermarsh</code></a></li> <li><a href="https://github.com/fallintoplace"><code>@fallintoplace</code></a></li> <li><a href="https://github.com/martin-schlossarek"><code>@martin-schlossarek</code></a></li> <li><a href="https://github.com/MichaReiser"><code>@MichaReiser</code></a></li> <li><a href="https://github.com/Ruchir28"><code>@Ruchir28</code></a></li> </ul>  </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/astral-sh/ruff/commit/db5aa0a5f1b92cb91d910bf0866a967554dd94f5"><code>db5aa0a</code></a> Bump 0.15.15 (<a href="https://redirect.github.com/astral-sh/ruff/issues/25431">#25431</a>)</li> <li><a href="https://github.com/astral-sh/ruff/commit/366fe21ba369ccdd01eb99c1043c9a969c99230b"><code>366fe21</code></a> [ty] Improve diagnostics for syntax errors in forward annotations (<a href="https://redirect.github.com/astral-sh/ruff/issues/25158">#25158</a>)</li> <li><a href="https://github.com/astral-sh/ruff/commit/e2e1e647d182b8567845039c9a65fb0608a4dcfc"><code>e2e1e64</code></a> [ty] Remove excess capacity from more Salsa cached collections (<a href="https://redirect.github.com/astral-sh/ruff/issues/25411">#25411</a>)</li> <li><a href="https://github.com/astral-sh/ruff/commit/1bd77e1646f2213d86b8da215f08279187867d72"><code>1bd77e1</code></a> [ty] Use diagnostic message as tie breaker when sorting (<a href="https://redirect.github.com/astral-sh/ruff/issues/25424">#25424</a>)</li> <li><a href="https://github.com/astral-sh/ruff/commit/7e1bc1e75f15795f12c846294b13df4535f2abbf"><code>7e1bc1e</code></a> Add agent skills for working on ty (<a href="https://redirect.github.com/astral-sh/ruff/issues/25422">#25422</a>)</li> <li><a href="https://github.com/astral-sh/ruff/commit/574e10752f8cfa9e0cdbe3b01e96c4380950469b"><code>574e107</code></a> Expand semantic syntax errors for invalid walruses (<a href="https://redirect.github.com/astral-sh/ruff/issues/25415">#25415</a>)</li> <li><a href="https://github.com/astral-sh/ruff/commit/4a7ca062fccd80443a43aa61e5dc7e5858e88dc1"><code>4a7ca06</code></a> [ty] Display docs for matching parameter when hovering over the name of an ar...</li> <li><a href="https://github.com/astral-sh/ruff/commit/54327092dbfe455040690d63bb1e5e4b5f551239"><code>5432709</code></a> Refine a few agents instructions (<a href="https://redirect.github.com/astral-sh/ruff/issues/25423">#25423</a>)</li> <li><a href="https://github.com/astral-sh/ruff/commit/3cb09eba689ebb49e799131092121928cc789c18"><code>3cb09eb</code></a> [ty] Support <code>typing.TypeForm</code> (<a href="https://redirect.github.com/astral-sh/ruff/issues/25334">#25334</a>)</li> <li><a href="https://github.com/astral-sh/ruff/commit/c8cd59f189f2b6f55d542b29bddb953622add6fc"><code>c8cd59f</code></a> [ty] Infer class attributes assigned by metaclass initialization (<a href="https://redirect.github.com/astral-sh/ruff/issues/25342">#25342</a>)</li> <li>Additional commits viewable in <a href="https://github.com/astral-sh/ruff/compare/0.15.12...0.15.15">compare view</a></li> </ul> </details> <br /> Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`. [//]: # (dependabot-automerge-start) [//]: # (dependabot-automerge-end) --- <details> <summary>Dependabot commands and options</summary> <br /> You can trigger Dependabot actions by commenting on this PR: - `@dependabot rebase` will rebase this PR - `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it - `@dependabot show <dependency name> ignore conditions` will show all of the ignore conditions of the specified dependency - `@dependabot ignore <dependency name> major version` will close this group update PR and stop Dependabot creating any more for the specific dependency's major version (unless you unignore this specific dependency's major version or upgrade to it yourself) - `@dependabot ignore <dependency name> minor version` will close this group update PR and stop Dependabot creating any more for the specific dependency's minor version (unless you unignore this specific dependency's minor version or upgrade to it yourself) - `@dependabot ignore <dependency name>` will close this group update PR and stop Dependabot creating any more for the specific dependency (unless you unignore this specific dependency or upgrade to it yourself) - `@dependabot unignore <dependency name>` will remove all of the ignore conditions of the specified dependency - `@dependabot unignore <dependency name> <ignore condition>` will remove the ignore condition of the specified dependency and ignore conditions </details> Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: John Kennedy <65985482+jkennedyvz@users.noreply.github.com>
2026-08-28 10:49:56 +02:00 · 2026-06-03 15:51:47 -04:00 · 2026-06-03 07:42:36 +00:00 · 2026-06-03 07:41:05 +00:00 · 2026-06-02 23:02:54 -07:00 · 2026-06-02 23:02:30 -07:00
152 changed files with 25778 additions and 2435 deletions
@@ -0,0 +1,85 @@
+name: sdk-py integration test
+
+on:
+  workflow_call:
+    secrets:
+      LANGSMITH_API_KEY:
+        required: false
+      DOCKERHUB_USERNAME:
+        required: false
+      DOCKERHUB_RO_TOKEN:
+        required: false
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    name: "sdk-py integration"
+    defaults:
+      run:
+        working-directory: libs/sdk-py
+    env:
+      HAS_LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY != '' }}
+    steps:
+      - uses: actions/checkout@v6
+
+      - name: Set up Python
+        uses: ./.github/actions/uv_setup
+        with:
+          python-version: "3.13"
+          cache-suffix: sdk-py-integration
+          working-directory: libs/sdk-py
+
+      - name: Login to Docker Hub
+        uses: docker/login-action@650006c6eb7dba73a995cc03b0b2d7f5ca915bee # v4
+        if: ${{ !github.event.pull_request.head.repo.fork }}
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_RO_TOKEN }}
+
+      - name: Install dependencies
+        shell: bash
+        run: uv sync --frozen --group test --no-dev
+
+      - name: Skip if LANGSMITH_API_KEY is not available
+        if: env.HAS_LANGSMITH_API_KEY != 'true'
+        run: |
+          echo "LANGSMITH_API_KEY is not set (likely a fork PR). Skipping integration tests."
+          exit 0
+
+      - name: Bring up integration stack
+        if: env.HAS_LANGSMITH_API_KEY == 'true'
+        working-directory: libs/sdk-py/integration
+        env:
+          LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }}
+        run: docker compose up -d --build
+
+      - name: Wait for API healthcheck
+        if: env.HAS_LANGSMITH_API_KEY == 'true'
+        run: |
+          for i in $(seq 1 60); do
+            if curl -sf http://localhost:2024/ok >/dev/null; then
+              echo "API ready after ${i}s"
+              exit 0
+            fi
+            sleep 2
+          done
+          echo "API failed to become healthy within 120s"
+          docker compose -f libs/sdk-py/integration/docker-compose.yml logs api | tail -100
+          exit 1
+
+      - name: Run integration suite
+        if: env.HAS_LANGSMITH_API_KEY == 'true'
+        run: uv run pytest tests/integration/ -m integration
+
+      - name: Dump api logs on failure
+        if: failure() && env.HAS_LANGSMITH_API_KEY == 'true'
+        working-directory: libs/sdk-py/integration
+        run: docker compose logs api | tail -200
+
+      - name: Tear down stack
+        if: always() && env.HAS_LANGSMITH_API_KEY == 'true'
+        working-directory: libs/sdk-py/integration
+        run: docker compose down -v
@@ -33,7 +33,7 @@ jobs:
          cache-suffix: test-${{ inputs.working-directory }}
          working-directory: ${{ inputs.working-directory }}
      - name: Login to Docker Hub
-        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4
+        uses: docker/login-action@650006c6eb7dba73a995cc03b0b2d7f5ca915bee # v4
        if: ${{ !github.event.pull_request.head.repo.fork }}
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
@@ -31,7 +31,7 @@ jobs:
          cache-suffix: "test-langgraph"
          working-directory: libs/langgraph
      - name: Login to Docker Hub
-        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4
+        uses: docker/login-action@650006c6eb7dba73a995cc03b0b2d7f5ca915bee # v4
        if: ${{ !github.event.pull_request.head.repo.fork }}
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
@@ -28,6 +28,7 @@ jobs:
    outputs:
      python: ${{ steps.filter.outputs.python || 'true' }}
      deps: ${{ steps.filter.outputs.deps || 'true' }}
+      sdk_py: ${{ steps.filter.outputs.sdk_py || 'true' }}
    steps:
      - uses: actions/checkout@v6
      - uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4
@@ -47,6 +48,12 @@ jobs:
            deps:
              - '**/pyproject.toml'
              - '**/uv.lock'
+            sdk_py:
+              - 'libs/sdk-py/**'
+              # The integration suite runs the local langgraph core inside the
+              # server (see libs/sdk-py/integration/Dockerfile), so any core
+              # change is now exercised end-to-end and should trigger it.
+              - 'libs/langgraph/**'

  lint:
    needs: changes
@@ -156,6 +163,13 @@ jobs:
    uses: ./.github/workflows/_integration_test.yml
    secrets: inherit

+  sdk-py-integration-test:
+    needs: changes
+    if: needs.changes.outputs.sdk_py == 'true'
+    name: "sdk-py integration test"
+    uses: ./.github/workflows/_sdk_integration_test.yml
+    secrets: inherit
+
  ci_success:
    name: "CI Success"
    needs:
@@ -166,6 +180,7 @@ jobs:
        check-sdk-methods,
        check-schema,
        integration-test,
+        sdk-py-integration-test,
      ]
    if: |
      always()
@@ -41,6 +41,7 @@ jobs:
            docs
            ci
            deps
+            deps-dev
          requireScope: false
          ignoreLabels: |
            ignore-lint-pr-title
@@ -4,6 +4,7 @@ from __future__ import annotations

 import traceback
 from collections.abc import Callable
+from typing import cast
 from uuid import uuid4

 from langgraph.checkpoint.base import BaseCheckpointSaver
@@ -335,8 +336,9 @@ async def test_list_metadata_custom_keys(
        results.append(tup)

    assert len(results) == 1
-    assert results[0].metadata["score"] == 42
-    assert results[0].metadata["run_id"] == "run-abc"
+    metadata = cast(dict[str, object], results[0].metadata)
+    assert metadata["score"] == 42
+    assert metadata["run_id"] == "run-abc"


 ALL_LIST_TESTS = [
@@ -247,7 +247,7 @@ wheels = [

 [[package]]
 name = "langchain-core"
-version = "1.3.3"
+version = "1.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "jsonpatch" },
@@ -260,9 +260,9 @@ dependencies = [
    { name = "typing-extensions" },
    { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d3/ae/8b74458fc3850ec3d150eb9f45e857db129dafa801fb5cf173dfc9f8bbf3/langchain_core-1.3.3.tar.gz", hash = "sha256:fa510a5db8efdc0c6ff41c0939fb5c00a0183c11f6b84233e892e3227ff69182", size = 915041, upload-time = "2026-05-05T19:02:36.612Z" }
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 [[package]]
@@ -115,6 +115,20 @@ class AsyncPostgresStore(AsyncBatchedBaseStore, BasePostgresStore[_ainternal.Con
        If you provide a TTL configuration, you must explicitly call `start_ttl_sweeper()` to begin
        the background task that removes expired items. Call `stop_ttl_sweeper()` to properly
        clean up resources when you're done with the store.
+
+    Note:
+        The core data operations -- `put`/`aput`, `get`/`aget`, `search`/`asearch`,
+        `delete`/`adelete`, and `list_namespaces`/`alist_namespaces` -- are inherited
+        from `langgraph.store.base.BaseStore`, which is the canonical reference for
+        their arguments and behavior. (This is LangGraph's `BaseStore`, distinct from
+        `langchain_core.stores.BaseStore`.) Key semantics:
+
+        - `put`/`aput` `value` must be a `dict` of JSON-serializable data. `None` is
+            not a valid stored value: a top-level `None` is reserved as the delete
+            signal (prefer `delete`/`adelete`). To store a marker or "empty" entry,
+            use an empty dict (`{}`), not `None`.
+        - `list_namespaces`/`alist_namespaces` match `prefix`/`suffix` exactly and
+            case-sensitively; there is no case-insensitive matching option.
    """

    __slots__ = (
@@ -713,6 +713,20 @@ class PostgresStore(BaseStore, BasePostgresStore[_pg_internal.Conn]):
        the background thread that removes expired items. Call `stop_ttl_sweeper()` to properly
        clean up resources when you're done with the store.

+    Note:
+        The core data operations -- `put`/`aput`, `get`/`aget`, `search`/`asearch`,
+        `delete`/`adelete`, and `list_namespaces`/`alist_namespaces` -- are inherited
+        from `langgraph.store.base.BaseStore`, which is the canonical reference for
+        their arguments and behavior. (This is LangGraph's `BaseStore`, distinct from
+        `langchain_core.stores.BaseStore`.) Key semantics:
+
+        - `put`/`aput` `value` must be a `dict` of JSON-serializable data. `None` is
+            not a valid stored value: a top-level `None` is reserved as the delete
+            signal (prefer `delete`/`adelete`). To store a marker or "empty" entry,
+            use an empty dict (`{}`), not `None`.
+        - `list_namespaces`/`alist_namespaces` match `prefix`/`suffix` exactly and
+            case-sensitively; there is no case-insensitive matching option.
+
    """

    __slots__ = (
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 [[package]]
@@ -861,8 +861,11 @@ class BaseStore(ABC):
                Example: `("documents", "user123")`
            key: Unique identifier within the namespace. Together with namespace forms
                the complete path to the item.
-            value: Dictionary containing the item's data. Must contain string keys
-                and JSON-serializable values.
+            value: Dictionary containing the item's data. Must be a `dict` with
+                string keys and JSON-serializable values. `None` is not a valid
+                stored value: a top-level `None` is reserved as the delete signal
+                (prefer `delete()`). To store a marker or "empty" entry, use an
+                empty dict (`{}`), not `None`.
            index: Controls how the item's fields are indexed for search:

                - None (default): Use `fields` you configured when creating the store (if any)
@@ -895,6 +898,13 @@ class BaseStore(ABC):
            store.put(("docs",), "report", {"memory": "Will likes ai"})
            ```

+            Store a set/list-like marker entry. Use an empty dict, not `None`
+            (which would delete the item):
+
+            ```python
+            store.put(("seen",), "user123", {})
+            ```
+
            Do not index item for semantic search. Still accessible through `get()`
            and `search()` operations but won't have a vector representation.

@@ -950,8 +960,10 @@ class BaseStore(ABC):
        find specific collections, or navigate the namespace hierarchy.

        Args:
-            prefix: Filter namespaces that start with this path.
-            suffix: Filter namespaces that end with this path.
+            prefix: Filter namespaces that start with this path. Matched exactly and
+                case-sensitively.
+            suffix: Filter namespaces that end with this path. Matched exactly and
+                case-sensitively.
            max_depth: Return namespaces up to this depth in the hierarchy.
                Namespaces deeper than this level will be truncated.
            limit: Maximum number of namespaces to return.
@@ -961,6 +973,11 @@ class BaseStore(ABC):
            A list of namespace tuples that match the criteria. Each tuple represents a
                full namespace path up to `max_depth`.

+        Note:
+            Namespace matching is case-sensitive. There is no case-insensitive
+            matching option. If you need case-insensitive lookups, normalize the
+            namespace casing when you write items (e.g. lowercase each label).
+
        ???+ example "Examples":

            Setting `max_depth=3`. Given the namespaces:
@@ -1114,8 +1131,11 @@ class BaseStore(ABC):
                Example: `("documents", "user123")`
            key: Unique identifier within the namespace. Together with namespace forms
                the complete path to the item.
-            value: Dictionary containing the item's data. Must contain string keys
-                and JSON-serializable values.
+            value: Dictionary containing the item's data. Must be a `dict` with
+                string keys and JSON-serializable values. `None` is not a valid
+                stored value: a top-level `None` is reserved as the delete signal
+                (prefer `adelete()`). To store a marker or "empty" entry, use an
+                empty dict (`{}`), not `None`.
            index: Controls how the item's fields are indexed for search:

                - None (default): Use `fields` you configured when creating the store (if any)
@@ -1211,8 +1231,10 @@ class BaseStore(ABC):
        find specific collections, or navigate the namespace hierarchy.

        Args:
-            prefix: Filter namespaces that start with this path.
-            suffix: Filter namespaces that end with this path.
+            prefix: Filter namespaces that start with this path. Matched exactly and
+                case-sensitively.
+            suffix: Filter namespaces that end with this path. Matched exactly and
+                case-sensitively.
            max_depth: Return namespaces up to this depth in the hierarchy.
                Namespaces deeper than this level will be truncated to this depth.
            limit: Maximum number of namespaces to return.
@@ -1222,6 +1244,11 @@ class BaseStore(ABC):
            A list of namespace tuples that match the criteria. Each tuple represents a
                full namespace path up to `max_depth`.

+        Note:
+            Namespace matching is case-sensitive. There is no case-insensitive
+            matching option. If you need case-insensitive lookups, normalize the
+            namespace casing when you write items (e.g. lowercase each label).
+
        ???+ example "Examples"

            Setting `max_depth=3` with existing namespaces:
@@ -86,6 +86,10 @@ class AsyncBatchedBaseStore(BaseStore):
        *,
        refresh_ttl: bool | None = None,
    ) -> Item | None:
+        """Asynchronously retrieve a single item.
+
+        See `BaseStore.aget` for the full description of arguments and behavior.
+        """
        self._ensure_task()
        fut = self._loop.create_future()
        self._aqueue.put_nowait(
@@ -111,6 +115,10 @@ class AsyncBatchedBaseStore(BaseStore):
        offset: int = 0,
        refresh_ttl: bool | None = None,
    ) -> list[SearchItem]:
+        """Asynchronously search for items within a namespace prefix.
+
+        See `BaseStore.asearch` for the full description of arguments and behavior.
+        """
        self._ensure_task()
        fut = self._loop.create_future()
        self._aqueue.put_nowait(
@@ -137,6 +145,12 @@ class AsyncBatchedBaseStore(BaseStore):
        *,
        ttl: float | None | NotProvided = NOT_PROVIDED,
    ) -> None:
+        """Asynchronously store or update an item.
+
+        `value` must be a `dict`; a top-level `None` is reserved as the delete
+        signal (prefer `adelete`). See `BaseStore.aput` for the full description
+        of arguments and behavior.
+        """
        self._ensure_task()
        _validate_namespace(namespace)
        fut = self._loop.create_future()
@@ -155,6 +169,10 @@ class AsyncBatchedBaseStore(BaseStore):
        namespace: tuple[str, ...],
        key: str,
    ) -> None:
+        """Asynchronously delete an item.
+
+        See `BaseStore.adelete` for the full description of arguments and behavior.
+        """
        self._ensure_task()
        fut = self._loop.create_future()
        self._aqueue.put_nowait((fut, PutOp(namespace, key, None)))
@@ -169,6 +187,11 @@ class AsyncBatchedBaseStore(BaseStore):
        limit: int = 100,
        offset: int = 0,
    ) -> list[tuple[str, ...]]:
+        """Asynchronously list and filter namespaces in the store.
+
+        Namespace matching is case-sensitive. See `BaseStore.alist_namespaces`
+        for the full description of arguments and behavior.
+        """
        self._ensure_task()
        fut = self._loop.create_future()
        match_conditions = []
@@ -188,6 +211,10 @@ class AsyncBatchedBaseStore(BaseStore):

    @_check_loop
    def batch(self, ops: Iterable[Op]) -> list[Result]:
+        """Execute multiple operations synchronously in a single batch.
+
+        See `BaseStore.batch` for the full description of arguments and behavior.
+        """
        return asyncio.run_coroutine_threadsafe(self.abatch(ops), self._loop).result()

    @_check_loop
@@ -198,6 +225,10 @@ class AsyncBatchedBaseStore(BaseStore):
        *,
        refresh_ttl: bool | None = None,
    ) -> Item | None:
+        """Retrieve a single item.
+
+        See `BaseStore.get` for the full description of arguments and behavior.
+        """
        return asyncio.run_coroutine_threadsafe(
            self.aget(namespace, key=key, refresh_ttl=refresh_ttl), self._loop
        ).result()
@@ -214,6 +245,10 @@ class AsyncBatchedBaseStore(BaseStore):
        offset: int = 0,
        refresh_ttl: bool | None = None,
    ) -> list[SearchItem]:
+        """Search for items within a namespace prefix.
+
+        See `BaseStore.search` for the full description of arguments and behavior.
+        """
        return asyncio.run_coroutine_threadsafe(
            self.asearch(
                namespace_prefix,
@@ -236,6 +271,12 @@ class AsyncBatchedBaseStore(BaseStore):
        *,
        ttl: float | None | NotProvided = NOT_PROVIDED,
    ) -> None:
+        """Store or update an item.
+
+        `value` must be a `dict`; a top-level `None` is reserved as the delete
+        signal (prefer `delete`). See `BaseStore.put` for the full description of
+        arguments and behavior.
+        """
        _validate_namespace(namespace)
        asyncio.run_coroutine_threadsafe(
            self.aput(
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 ]

 [[package]]
@@ -21,25 +21,25 @@
    "test:all": "yarn test && yarn test:int && yarn lint:langgraph"
  },
  "dependencies": {
-    "@langchain/core": "^1.1.42",
-    "@langchain/langgraph": "^1.2.9"
+    "@langchain/core": "^1.1.48",
+    "@langchain/langgraph": "^1.3.3"
  },
  "devDependencies": {
    "@eslint/eslintrc": "^3.3.5",
    "@eslint/js": "^10.0.1",
    "@tsconfig/recommended": "^1.0.13",
    "@types/jest": "^30.0.0",
-    "@typescript-eslint/eslint-plugin": "^8.59.1",
-    "@typescript-eslint/parser": "^8.59.1",
+    "@typescript-eslint/eslint-plugin": "^8.60.1",
+    "@typescript-eslint/parser": "^8.60.1",
    "dotenv": "^17.4.2",
-    "eslint": "^10.2.1",
+    "eslint": "^10.4.1",
    "eslint-config-prettier": "^10.1.8",
    "eslint-plugin-import": "^2.32.0",
    "eslint-plugin-no-instanceof": "^1.0.1",
-    "eslint-plugin-prettier": "^5.5.5",
-    "jest": "^30.3.0",
+    "eslint-plugin-prettier": "^5.5.6",
+    "jest": "^30.4.2",
    "prettier": "^3.8.3",
-    "ts-jest": "^29.4.9",
-    "typescript": "^5.9.3"
+    "ts-jest": "^29.4.11",
+    "typescript": "^6.0.3"
  }
 }
@@ -9,10 +9,10 @@
  },
  "dependencies": {
    "@js-monorepo-example/shared": "*",
-    "@langchain/core": "^1.1.42",
-    "@langchain/langgraph": "^1.2.9"
+    "@langchain/core": "^1.1.48",
+    "@langchain/langgraph": "^1.3.3"
  },
  "devDependencies": {
-    "typescript": "^5.9.3"
+    "typescript": "^6.0.3"
  }
 }
@@ -9,6 +9,6 @@
    "clean": "rm -rf dist"
  },
  "devDependencies": {
-    "typescript": "^5.9.3"
+    "typescript": "^6.0.3"
  }
 }
@@ -17,18 +17,18 @@
    "lint": "eslint 'apps/**/*.ts' 'libs/**/*.ts'"
  },
  "devDependencies": {
-    "turbo": "^2.9.14",
-    "typescript": "^5.9.3",
+    "turbo": "^2.9.16",
+    "typescript": "^6.0.3",
    "@tsconfig/recommended": "^1.0.13",
    "@eslint/eslintrc": "^3.3.5",
    "@eslint/js": "^10.0.1",
-    "eslint": "^10.2.1",
+    "eslint": "^10.4.1",
    "eslint-config-prettier": "^10.1.8",
    "eslint-plugin-import": "^2.27.5",
    "eslint-plugin-no-instanceof": "^1.0.1",
-    "eslint-plugin-prettier": "^5.5.5",
-    "@typescript-eslint/eslint-plugin": "^8.59.1",
-    "@typescript-eslint/parser": "^8.59.1",
+    "eslint-plugin-prettier": "^5.5.6",
+    "@typescript-eslint/eslint-plugin": "^8.60.1",
+    "@typescript-eslint/parser": "^8.60.1",
    "prettier": "^3.8.3"
  }
 }
@@ -3,7 +3,7 @@
  "compilerOptions": {
    "target": "ES2022",
    "module": "ESNext",
-    "moduleResolution": "node",
+    "moduleResolution": "bundler",
    "allowSyntheticDefaultImports": true,
    "esModuleInterop": true,
    "skipLibCheck": true,
@@ -28,10 +28,10 @@
    debug "^4.3.1"
    minimatch "^10.2.4"

-"@eslint/config-helpers@^0.5.5":
-  version "0.5.5"
-  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.5.5.tgz#ae16134e4792ac5fbdc533548a24ac1ea9f7f3ae"
-  integrity sha512-eIJYKTCECbP/nsKaaruF6LW967mtbQbsw4JTtSVkUQc9MneSkbrgPJAbKl9nWr0ZeowV8BfsarBmPpBzGelA2w==
+"@eslint/config-helpers@^0.6.0":
+  version "0.6.0"
+  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.6.0.tgz#ef9a36881d39dfd5dbeac22b0da997fabfb08b03"
+  integrity sha512-ii6Bw9jJ2zi2cWA2Z+9/QZ/+3DX6kwaV5Q986D/CdP3Lap3w/pgQZ373FV7byY/i7L4IRH/G43I5dz1ClsCbpA==
  dependencies:
    "@eslint/core" "^1.2.1"

@@ -67,10 +67,10 @@
  resolved "https://registry.yarnpkg.com/@eslint/object-schema/-/object-schema-3.0.5.tgz#88e9bf4d11d2b19c082e78ebe7ce88724a5eb091"
  integrity sha512-vqTaUEgxzm+YDSdElad6PiRoX4t8VGDjCtt05zn4nU810UIx/uNEV7/lZJ6KwFThKZOzOxzXy48da+No7HZaMw==

-"@eslint/plugin-kit@^0.7.1":
-  version "0.7.1"
-  resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.7.1.tgz#c4125fd015eceeb09b793109fdbcd4dd0a02d346"
-  integrity sha512-rZAP3aVgB9ds9KOeUSL+zZ21hPmo8dh6fnIFwRQj5EAZl9gzR7wxYbYXYysAM8CTqGmUGyp2S4kUdV17MnGuWQ==
+"@eslint/plugin-kit@^0.7.2":
+  version "0.7.2"
+  resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.7.2.tgz#4b0962f3f2c7ce8bc98b3ecfe34525c09d2cb729"
+  integrity sha512-+CNAzxglkrpNf/kKywqQfk74QjtceuOE7Qm+AF8miRvPF/wmmK5+OJOgVh3AVTT3RP2mH3+FOaxlE5v72owk0A==
  dependencies:
    "@eslint/core" "^1.2.1"
    levn "^0.4.1"
@@ -103,53 +103,57 @@
  resolved "https://registry.yarnpkg.com/@isaacs/cliui/-/cliui-9.0.0.tgz#4d0a3f127058043bf2e7ee169eaf30ed901302f3"
  integrity sha512-AokJm4tuBHillT+FpMtxQ60n8ObyXBatq7jD2/JA9dxbDDokKQm8KMht5ibGzLVU9IJDIKK4TPKgMHEYMn3lMg==

-"@langchain/core@^1.1.42":
-  version "1.1.42"
-  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.42.tgz#607bfd34c1414c9cbeb2859fda1b254a14c28085"
-  integrity sha512-d0tN96BrwPMryYyWR9VfyAntSivn7EQrZCe5Kpxum93tcjTXbKKmKvItFec8AluQt88iTcmAJrahUZUNfzGwTA==
+"@langchain/core@^1.1.48":
+  version "1.1.48"
+  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.48.tgz#dfe7f6a64b0e3e79e5357ed4b402c021ee315a7f"
+  integrity sha512-fQU6Guyb1pwc2fEplmA8FPbKfOMAofjnyJzExevro0FxEiuGHE18Ov/ZHmT9trWCDTZRI9eW1VIc6aChxV8pAQ==
  dependencies:
    "@cfworker/json-schema" "^4.0.2"
    "@standard-schema/spec" "^1.1.0"
-    ansi-styles "^5.0.0"
-    camelcase "6"
-    decamelize "1.2.0"
    js-tiktoken "^1.0.12"
    langsmith ">=0.5.0 <1.0.0"
    mustache "^4.2.0"
    p-queue "^6.6.2"
    zod "^3.25.76 || ^4"

-"@langchain/langgraph-checkpoint@^1.0.1":
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-1.0.1.tgz#0ee5bdfeb9878d8d1d99347f23e199e5afd52995"
-  integrity sha512-HM0cJLRpIsSlWBQ/xuDC67l52SqZ62Bh2Y61DX+Xorqwoh5e1KxYvfCD7GnSTbWWhjBOutvnR0vPhu4orFkZfw==
+"@langchain/langgraph-checkpoint@^1.0.4":
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-1.0.4.tgz#893aa7255b2fe810fdeb50281f6750a3b0a6fef7"
+  integrity sha512-1y5MgZ0gXXrtmoy56e3kaBChI3GwFPIKl27xkrHwN+VE/3iUsyr9gO3Jtp7kdKAe6diZGbcas5bdC/r0yUwTZA==
  dependencies:
-    uuid "^10.0.0"
+    uuid "^14.0.0"

-"@langchain/langgraph-sdk@~1.8.9":
-  version "1.8.10"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.8.10.tgz#bd175cda1ab629845ef28b22b45f3bdd1f65b029"
-  integrity sha512-wrB3rkRw5KAmsqezwvKP3midT4qJrV6Hj9XJMYo+cbvXC4HYpSAmyY/VriSyeTFRbLG/OP/pY2Yz+9Z54nSaXQ==
+"@langchain/langgraph-sdk@~1.9.11":
+  version "1.9.11"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.9.11.tgz#d16f18b2c48e544436489172d86b3c78524eb679"
+  integrity sha512-mhadkZy4LQ97NJwvATiVIkSxVfOnauXNhrVHFgGnzyqr5zzPLS0VIKJW9xKT+pM8yLqW8Qj6+nPPNhwGUaxoRw==
  dependencies:
+    "@langchain/protocol" "^0.0.16"
    "@types/json-schema" "^7.0.15"
    p-queue "^9.0.1"
    p-retry "^7.1.1"
-    uuid "^13.0.0"
+    uuid "^14.0.0"

-"@langchain/langgraph@^1.2.9":
-  version "1.2.9"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.2.9.tgz#4f0ba159062c3649c83cf5f621ef926b96933e32"
-  integrity sha512-3c7BtGycHC2v9p6w/Hv8L7kEl1YnZYOQTDJtmAp3knk6JOedO7d2bYP3y0SRyhv5orUEGf/KGvx8ZsB/ideP7g==
+"@langchain/langgraph@^1.3.3":
+  version "1.3.3"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.3.3.tgz#c7bb19029e37971116e07101be3d8fd4b6483d50"
+  integrity sha512-8xbpGUQNBcWua7ivT5vUvDnQ+6Qbt0JO8RisgXZ8guPXNqh8plGVvrODW68S4AlJbOYY2yi0ROKtrL/1yN3MBQ==
  dependencies:
-    "@langchain/langgraph-checkpoint" "^1.0.1"
-    "@langchain/langgraph-sdk" "~1.8.9"
+    "@langchain/langgraph-checkpoint" "^1.0.4"
+    "@langchain/langgraph-sdk" "~1.9.11"
+    "@langchain/protocol" "^0.0.16"
    "@standard-schema/spec" "1.1.0"
-    uuid "^10.0.0"
+    uuid "^14.0.0"

-"@pkgr/core@^0.2.9":
-  version "0.2.9"
-  resolved "https://registry.yarnpkg.com/@pkgr/core/-/core-0.2.9.tgz#d229a7b7f9dac167a156992ef23c7f023653f53b"
-  integrity sha512-QNqXyfVS2wm9hweSYD2O7F0G06uurj9kZ96TRQE5Y9hU7+tgdZwIkbAKc5Ocy1HxEY2kuDQa6cQ1WRs/O5LFKA==
+"@langchain/protocol@^0.0.16":
+  version "0.0.16"
+  resolved "https://registry.yarnpkg.com/@langchain/protocol/-/protocol-0.0.16.tgz#68b63d58feaf4f0acf77405cb8fb16f9c3f09b60"
+  integrity sha512-ws+J7MaHyhO5dG7f0vdyHQiUn9hoCnki0f3crJPa4MCTGzcRC39jYSCghyrGtBPYQnZbUQiGyRVpW3z3M8IpJg==
+
+"@pkgr/core@^0.3.6":
+  version "0.3.6"
+  resolved "https://registry.yarnpkg.com/@pkgr/core/-/core-0.3.6.tgz#3569708bd4be4d8870ba32bf1c456dac81600d97"
+  integrity sha512-SEeaJLb3qBNF/OaXnaR1NmmBbFYk1zC0ZH/52fATcRPLFg/p791YrcyFFy44Bo9sLaGuSuLp5Q6axbb/O+v/RA==

 "@rtsao/scc@^1.1.0":
  version "1.1.0"
@@ -166,35 +170,35 @@
  resolved "https://registry.yarnpkg.com/@tsconfig/recommended/-/recommended-1.0.13.tgz#269fce3ad04ca70b93269ff44cca81b950f542da"
  integrity sha512-sySRuBfMKyKO/j2ZAhR8kSembhjuPEV4Ra3AHtmWLq51+iGaudr45crPSzNC5b7/Ctrh9dfUpBuTlYrH6rM58Q==

-"@turbo/darwin-64@2.9.14":
-  version "2.9.14"
-  resolved "https://registry.yarnpkg.com/@turbo/darwin-64/-/darwin-64-2.9.14.tgz#b9ec6ac637b9c5fdba5dae9d743f5d121f091242"
-  integrity sha512-t7QiPflaEyBE4oayeZtSmu4mEfjgIrcNlNNl1z1dmIVPqEdtA7+CfTf8d7KXsOGPh6aNgWjKxyvQg9uGfDQF+A==
+"@turbo/darwin-64@2.9.16":
+  version "2.9.16"
+  resolved "https://registry.yarnpkg.com/@turbo/darwin-64/-/darwin-64-2.9.16.tgz#f4146eab98e020d658a9a5d7feb846acba653546"
+  integrity sha512-jLjApWTSNd7JZ5JaLYfelW1ytnGQOvB7ivl+2RD1xQvJTbi8I9gBjzcga7tDZVPyaxpl10YTfJt3BrYXR18KDw==

-"@turbo/darwin-arm64@2.9.14":
-  version "2.9.14"
-  resolved "https://registry.yarnpkg.com/@turbo/darwin-arm64/-/darwin-arm64-2.9.14.tgz#99d19f3e59842c595d2828c72a2e4ef537408f38"
-  integrity sha512-d23147mC9BsCPA9mJ0h/ubcpbRgcJBXbcG3+Vq7YLhjz3IXuvQsJ1UXH8f4MD76ZjJ4m/E4aRdJV+MW88CDfbw==
+"@turbo/darwin-arm64@2.9.16":
+  version "2.9.16"
+  resolved "https://registry.yarnpkg.com/@turbo/darwin-arm64/-/darwin-arm64-2.9.16.tgz#1d01ca232fc189045d6a4dba4741f462e0343b8c"
+  integrity sha512-YPgrn+5HIGzrx0O2a631SV4MBQUe4W/DafMFUuBVgaU32PW9/OTT0ehviF0QSxTXuRJlHvW2eUTemddF5/spmw==

-"@turbo/linux-64@2.9.14":
-  version "2.9.14"
-  resolved "https://registry.yarnpkg.com/@turbo/linux-64/-/linux-64-2.9.14.tgz#9c907434f091cd75529f5496516f79b71935d2bb"
-  integrity sha512-P3ZKB5tuUDdDQWuAsACGUR1qv9W7BNWxdxqVJ0kZNuNNPRaVYTPPikLcp79+GiEcW3npsR+KyP38lnQiBc5aSA==
+"@turbo/linux-64@2.9.16":
+  version "2.9.16"
+  resolved "https://registry.yarnpkg.com/@turbo/linux-64/-/linux-64-2.9.16.tgz#8db630e6e5681a2ea48f7df1bca57bbd9bdf3e25"
+  integrity sha512-vAEf1H6l26lTpl9FJ/peQo1NUB8RC0sbEJJz5mPcUhHA2bPDup2x3CZPgo/bH8S4cUcBLm4FN3UHd5iUO2RAew==

-"@turbo/linux-arm64@2.9.14":
-  version "2.9.14"
-  resolved "https://registry.yarnpkg.com/@turbo/linux-arm64/-/linux-arm64-2.9.14.tgz#79ae9060e6ee9e0fb784ae0747e980f582e75313"
-  integrity sha512-ZRTlzcUMrrPv9ZuDzRF9n60Ym13bKeG9jDB8WjxyLhWNzV+AJQN+zdpIk3NJYf2zQsGUm1mNar2P0elRzLw25g==
+"@turbo/linux-arm64@2.9.16":
+  version "2.9.16"
+  resolved "https://registry.yarnpkg.com/@turbo/linux-arm64/-/linux-arm64-2.9.16.tgz#d1de82fc8075c4774b214dd2f5e8e2570bb03643"
+  integrity sha512-xDBLR2PZg4BrQOchfG6svgpv5FCNJ2TOtT2psLdEJcdKo1BH+pnPs9Xj6pvUjgfkHbuvBOfeE4R6tvxMoQKDHQ==

-"@turbo/windows-64@2.9.14":
-  version "2.9.14"
-  resolved "https://registry.yarnpkg.com/@turbo/windows-64/-/windows-64-2.9.14.tgz#68a80f299f35189314184c88301caad982d1c0c2"
-  integrity sha512-exanwN6sIduZwykYeiTQj8kCmOhazP5WOz3bvXMcYtjhL6Z3iRWLewKrXCBq0bqwSP3iBMb/AerRCnHI4lx46A==
+"@turbo/windows-64@2.9.16":
+  version "2.9.16"
+  resolved "https://registry.yarnpkg.com/@turbo/windows-64/-/windows-64-2.9.16.tgz#e369c51edd737978651c2f6b4ce49b582976d66f"
+  integrity sha512-NBAJnaUiGdgkSzQwUIdOvkCkcpTSu58G/sBGa0mvBtzfvFOOgrQwepKOOQ8cp6sWM6OcKDNFj2p1dsZA1OWjPg==

-"@turbo/windows-arm64@2.9.14":
-  version "2.9.14"
-  resolved "https://registry.yarnpkg.com/@turbo/windows-arm64/-/windows-arm64-2.9.14.tgz#4dc16684f0ddce53fafe56ad8f55205c4473d17a"
-  integrity sha512-fVdCsnmYoKICsycbWuuGp6Jvi51/3G/UluFWuAUCvR8PIW5IJkAk5BM9UF8PSm0Q2IphWHFZjYEgjHsh3B9y/g==
+"@turbo/windows-arm64@2.9.16":
+  version "2.9.16"
+  resolved "https://registry.yarnpkg.com/@turbo/windows-arm64/-/windows-arm64-2.9.16.tgz#dbb2b2863e80eb9ca8da8bd8da63e2cc457e470c"
+  integrity sha512-Y7SJppD0Z8wjO3Ec0ZGd9KQ4Yv0BMnA8CIowj5Vp+OEVsosXDG2weK6/t1RRLfJmc2Ozrnd6y4DOgQys+mn3WQ==

 "@types/esrecurse@^4.3.1":
  version "4.3.1"
@@ -216,100 +220,100 @@
  resolved "https://registry.yarnpkg.com/@types/json5/-/json5-0.0.29.tgz#ee28707ae94e11d2b827bcbe5270bcea7f3e71ee"
  integrity sha512-dRLjCWHYg4oaA77cxO64oO+7JwCwnIzkZPdrrC71jQmQtlhM556pwKo5bUzqvZndkVbeFLIIi+9TC40JNF5hNQ==

-"@typescript-eslint/eslint-plugin@^8.59.1":
-  version "8.59.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.59.1.tgz#781bc6f9002982cfaf75a185240e24ad7276628a"
-  integrity sha512-BOziFIfE+6osHO9FoJG4zjoHUcvI7fTNBSpdAwrNH0/TLvzjsk2oo8XSSOT2HhqUyhZPfHv4UOffoJ9oEEQ7Ag==
+"@typescript-eslint/eslint-plugin@^8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.60.1.tgz#c1060bb8fa4be80624d3f3dec8dd9caca373af76"
+  integrity sha512-JQ4S5GB0tfjO8BuJ4fcX+HodkzJjYBV+7OJ+wLygaX7OGQ7FudyHL4NSCA6ob+w3Yn+5MkKIozOwQhXeM7opVg==
  dependencies:
    "@eslint-community/regexpp" "^4.12.2"
-    "@typescript-eslint/scope-manager" "8.59.1"
-    "@typescript-eslint/type-utils" "8.59.1"
-    "@typescript-eslint/utils" "8.59.1"
-    "@typescript-eslint/visitor-keys" "8.59.1"
+    "@typescript-eslint/scope-manager" "8.60.1"
+    "@typescript-eslint/type-utils" "8.60.1"
+    "@typescript-eslint/utils" "8.60.1"
+    "@typescript-eslint/visitor-keys" "8.60.1"
    ignore "^7.0.5"
    natural-compare "^1.4.0"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/parser@^8.59.1":
-  version "8.59.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.59.1.tgz#835d20a62350659a082a1ae2a60b822c40488905"
-  integrity sha512-HDQH9O/47Dxi1ceDhBXdaldtf/WV9yRYMjbjCuNk3qnaTD564qwv61Y7+gTxwxRKzSrgO5uhtw584igXVuuZkA==
+"@typescript-eslint/parser@^8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.60.1.tgz#a9d7f30850384d34b41f4687dd8944823c09e289"
+  integrity sha512-A0M6ua6H252bVjPvvtSgl2QA4+ET9S5Mtkb2GDyTxIhH/C4qDItT7RQNO5PhMC6NXGYXOR9dIalcDDgBKT7oFA==
  dependencies:
-    "@typescript-eslint/scope-manager" "8.59.1"
-    "@typescript-eslint/types" "8.59.1"
-    "@typescript-eslint/typescript-estree" "8.59.1"
-    "@typescript-eslint/visitor-keys" "8.59.1"
+    "@typescript-eslint/scope-manager" "8.60.1"
+    "@typescript-eslint/types" "8.60.1"
+    "@typescript-eslint/typescript-estree" "8.60.1"
+    "@typescript-eslint/visitor-keys" "8.60.1"
    debug "^4.4.3"

-"@typescript-eslint/project-service@8.59.1":
-  version "8.59.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.59.1.tgz#49efe87c37ef84262f23df8bf62fdc56698ca6fe"
-  integrity sha512-+MuHQlHiEr00Of/IQbE/MmEoi44znZHbR/Pz7Opq4HryUOlRi+/44dro9Ycy8Fyo+/024IWtw8m4JUMCGTYxDg==
+"@typescript-eslint/project-service@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.60.1.tgz#eb29712f58d72c222fc727162e92f2ab4670971b"
+  integrity sha512-eXkTH2bxmXlqD1RnOPmLZ9ZM9D3VwSx04JOwBnP9RQ+yUA5a2Mu7SfW8uaV2Aon53NJzZlZYuX7tn91Izf+xaw==
  dependencies:
-    "@typescript-eslint/tsconfig-utils" "^8.59.1"
-    "@typescript-eslint/types" "^8.59.1"
+    "@typescript-eslint/tsconfig-utils" "^8.60.1"
+    "@typescript-eslint/types" "^8.60.1"
    debug "^4.4.3"

-"@typescript-eslint/scope-manager@8.59.1":
-  version "8.59.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.59.1.tgz#ed90d054fc3db2d0c81464db3a953a94fb85bb58"
-  integrity sha512-LwuHQI4pDOYVKvmH2dkaJo6YZCSgouVgnS/z7yBPKBMvgtBvyLqiLy9Z6b7+m/TRcX1NFYUqZetI5Y+aT4GEfg==
+"@typescript-eslint/scope-manager@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.60.1.tgz#2f875962eaad0a0789cc3c36aea9b4ddeb2dd9c8"
+  integrity sha512-gvI5OQoptnxQnchOirukCuQ55svJSTuD/4k5+pC267xyBtYry748R9/c3tYUzb/iE6RZfllRz2lVulLCHkTm4w==
  dependencies:
-    "@typescript-eslint/types" "8.59.1"
-    "@typescript-eslint/visitor-keys" "8.59.1"
+    "@typescript-eslint/types" "8.60.1"
+    "@typescript-eslint/visitor-keys" "8.60.1"

-"@typescript-eslint/tsconfig-utils@8.59.1", "@typescript-eslint/tsconfig-utils@^8.59.1":
-  version "8.59.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.59.1.tgz#ba2a779a444f1d5cb92a606f9b209d239fd4cab1"
-  integrity sha512-/0nEyPbX7gRsk0Uwfe4ALwwgxuA66d/l2mhRDNlAvaj4U3juhUtJNq0DsY8M2AYwwb9rEq2hrC3IcIcEt++iJA==
+"@typescript-eslint/tsconfig-utils@8.60.1", "@typescript-eslint/tsconfig-utils@^8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.60.1.tgz#bee8b942a13679a878101c9c74577d732062ed93"
+  integrity sha512-nh8w4qAteiKuZu3pSSzG/yGKpw0OlkrKnzFmbVRenKaD4qc+7i1GrmZaLVkr8rk4uipiPGMOW4YsM6WmKZ5CvA==

-"@typescript-eslint/type-utils@8.59.1":
-  version "8.59.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.59.1.tgz#9c83d3f2ed9187a815e8120f72c08317e513e409"
-  integrity sha512-klWPBR2ciQHS3f++ug/mVnWKPjBUo7icEL3FAO1lhAR1Z1i5NQYZ1EannMSRYcq5qCv5wNALlXr6fksRHyYl7w==
+"@typescript-eslint/type-utils@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.60.1.tgz#1ae45f0f2a701354beea4a58c2161e40a5e3c379"
+  integrity sha512-sdwTrpjosW7ANQYJ39ZBF1ZyEMEGVB2UsikrserVM/30a/F1dTLnu9bGxEdosugyu5caigjLrR2qiD11asjI1A==
  dependencies:
-    "@typescript-eslint/types" "8.59.1"
-    "@typescript-eslint/typescript-estree" "8.59.1"
-    "@typescript-eslint/utils" "8.59.1"
+    "@typescript-eslint/types" "8.60.1"
+    "@typescript-eslint/typescript-estree" "8.60.1"
+    "@typescript-eslint/utils" "8.60.1"
    debug "^4.4.3"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/types@8.59.1", "@typescript-eslint/types@^8.59.1":
-  version "8.59.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.59.1.tgz#c1d014d3f03a97e0113a8899fc9d4e45a7fb0ca9"
-  integrity sha512-ZDCjgccSdYPw5Bxh+my4Z0lJU96ZDN7jbBzvmEn0FZx3RtU1C7VWl6NbDx94bwY3V5YsgwRzJPOgeY2Q/nLG8A==
+"@typescript-eslint/types@8.60.1", "@typescript-eslint/types@^8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.60.1.tgz#ccdc482ba9e17f9723a10ce240b5e67dad3046c4"
+  integrity sha512-4h0tY8ppCkdCzcrl2YM5M3my0xsE1Tf8om3owEu5oPWmXwkKRmk0j0LGDzYBGUcAlesEbxBhazqu/K4cu3Ug7w==

-"@typescript-eslint/typescript-estree@8.59.1":
-  version "8.59.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.59.1.tgz#4391fadf98a22c869c5b6522dbf4e491e53e351a"
-  integrity sha512-OUd+vJS05sSkOip+BkZ/2NS8RMxrAAJemsC6vU3kmfLyeaJT0TftHkV9mcx2107MmsBVXXexhVu4F0TZXyMl4g==
+"@typescript-eslint/typescript-estree@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.60.1.tgz#016630b119228bf483ddc652703a6a038f3fdd74"
+  integrity sha512-alpRkfG8hlVE5kdJW2GkfgDgXxold3e8e4l6EnmhRmRLbekgAPCCGDVD++sABy9FcgPFroq+uFcCSM1vR57Cew==
  dependencies:
-    "@typescript-eslint/project-service" "8.59.1"
-    "@typescript-eslint/tsconfig-utils" "8.59.1"
-    "@typescript-eslint/types" "8.59.1"
-    "@typescript-eslint/visitor-keys" "8.59.1"
+    "@typescript-eslint/project-service" "8.60.1"
+    "@typescript-eslint/tsconfig-utils" "8.60.1"
+    "@typescript-eslint/types" "8.60.1"
+    "@typescript-eslint/visitor-keys" "8.60.1"
    debug "^4.4.3"
    minimatch "^10.2.2"
    semver "^7.7.3"
    tinyglobby "^0.2.15"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/utils@8.59.1":
-  version "8.59.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.59.1.tgz#cf6204d69701bbbc5b150f98c18aeef0a42c10bd"
-  integrity sha512-3pIeoXhCeYH9FSCBI8P3iNwJlGuzPlYKkTlen2O9T1DSeeg8UG8jstq6BLk+Mda0qup7mgk4z4XL4OzRaxZ8LA==
+"@typescript-eslint/utils@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.60.1.tgz#31cf566095602d9fe8ad91837d2eb520b8de762b"
+  integrity sha512-h2MPBLoNtjc3qZWfY3Tl51yPorQ2McHn8pJfcMNTcIvrrZrr90Ykffit0yjrPFWQcRcUxzH20+6OcVdW4yHtUg==
  dependencies:
    "@eslint-community/eslint-utils" "^4.9.1"
-    "@typescript-eslint/scope-manager" "8.59.1"
-    "@typescript-eslint/types" "8.59.1"
-    "@typescript-eslint/typescript-estree" "8.59.1"
+    "@typescript-eslint/scope-manager" "8.60.1"
+    "@typescript-eslint/types" "8.60.1"
+    "@typescript-eslint/typescript-estree" "8.60.1"

-"@typescript-eslint/visitor-keys@8.59.1":
-  version "8.59.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.59.1.tgz#b5cba576287a3eeb0b400b62813189abcc3f976a"
-  integrity sha512-LdDNl6C5iJExcM0Yh0PwAIBb9PrSiCsWamF/JyEZawm3kFDnRoaq3LGE4bpyRao/fWeGKKyw7icx0YxrLFC5Cg==
+"@typescript-eslint/visitor-keys@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.60.1.tgz#165d1d8901137b944efaf18f00ab5ecb57f06995"
+  integrity sha512-EbGRQg4FhrmwLodl+t3JNAnXHWVr9Vp+Zl1QBZVPY4ByfkzIT8cX3K6QWODHtkIZqqJVEWvhHSx3v5PDHsaQag==
  dependencies:
-    "@typescript-eslint/types" "8.59.1"
+    "@typescript-eslint/types" "8.60.1"
    eslint-visitor-keys "^5.0.0"

 acorn-jsx@^5.3.2:
@@ -337,11 +341,6 @@ ajv@^6.14.0:
    json-schema-traverse "^0.4.1"
    uri-js "^4.2.2"

-ansi-styles@^5.0.0:
-  version "5.2.0"
-  resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-5.2.0.tgz#07449690ad45777d1924ac2abb2fc8895dba836b"
-  integrity sha512-Cxwpt2SfTzTtXcfOlzGEee8O+c+MmUgGrNiBcXnuWxuFJHe6a5Hz7qwhwe5OgaSYI0IJvkLqWX1ASG+cJOkEiA==
-
 argparse@^2.0.1:
  version "2.0.1"
  resolved "https://registry.yarnpkg.com/argparse/-/argparse-2.0.1.tgz#246f50f3ca78a3240f6c997e8a9bd1eac49e4b38"
@@ -490,11 +489,6 @@ callsites@^3.0.0:
  resolved "https://registry.yarnpkg.com/callsites/-/callsites-3.1.0.tgz#b3630abd8943432f54b3f0519238e33cd7df2f73"
  integrity sha512-P8BjAsXvZS+VIDUI11hHCQEv74YT67YUi5JJFNWIqL235sBmjX4+qx9Muvls5ivyNENctx46xQLQ3aTuE7ssaQ==

-camelcase@6:
-  version "6.3.0"
-  resolved "https://registry.yarnpkg.com/camelcase/-/camelcase-6.3.0.tgz#5685b95eb209ac9c0c177467778c9c84df58ba9a"
-  integrity sha512-Gmy6FhYlCY7uOElZUSbxo2UCDH8owEk996gkbrpsgGtrJLM3J7jGxl9Ic7Qwwj4ivOE5AWZWRMecDdF7hqGjFA==
-
 concat-map@0.0.1:
  version "0.0.1"
  resolved "https://registry.yarnpkg.com/concat-map/-/concat-map-0.0.1.tgz#d8a96bd77fd68df7793a73036a3ba0d5405d477b"
@@ -550,11 +544,6 @@ debug@^4.3.1, debug@^4.3.2, debug@^4.4.3:
  dependencies:
    ms "^2.1.3"

-decamelize@1.2.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/decamelize/-/decamelize-1.2.0.tgz#f6534d15148269b20352e7bee26f501f9a191290"
-  integrity sha512-z2S+W9X73hAUUki+N+9Za2lBlun89zigOyGrsax+KUQ6wKW4ZoWpEYBkGhQjwAjjDCkWxhY0VKEhk8wzY7F5cA==
-
 deep-is@^0.1.3:
  version "0.1.4"
  resolved "https://registry.yarnpkg.com/deep-is/-/deep-is-0.1.4.tgz#a6f2dce612fadd2ef1f519b73551f17e85199831"
@@ -753,13 +742,13 @@ eslint-plugin-no-instanceof@^1.0.1:
  resolved "https://registry.yarnpkg.com/eslint-plugin-no-instanceof/-/eslint-plugin-no-instanceof-1.0.1.tgz#5d9fc86d160df6991b654b294a62390207f1bb97"
  integrity sha512-zlqQ7EsfzbRO68uI+p8FIE7zYB4njs+nNbkNjSb5QmLi2et67zQLqSeaao5U9SpnlZTTJC87nS2oyHo2ACtajw==

-eslint-plugin-prettier@^5.5.5:
-  version "5.5.5"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-prettier/-/eslint-plugin-prettier-5.5.5.tgz#9eae11593faa108859c26f9a9c367d619a0769c0"
-  integrity sha512-hscXkbqUZ2sPithAuLm5MXL+Wph+U7wHngPBv9OMWwlP8iaflyxpjTYZkmdgB4/vPIhemRlBEoLrH7UC1n7aUw==
+eslint-plugin-prettier@^5.5.6:
+  version "5.5.6"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-prettier/-/eslint-plugin-prettier-5.5.6.tgz#363ebe4d769bce157ccdd8129ce3efd91dc62564"
+  integrity sha512-ifetmTcxWfz+4qRW3pH/ujdTq2jQIj59AxJMIN26K5avYgU8dxycUETQonWiW+wPrYXA0j3Try0l1CnwVQtDqQ==
  dependencies:
    prettier-linter-helpers "^1.0.1"
-    synckit "^0.11.12"
+    synckit "^0.11.13"

 eslint-scope@^9.1.2:
  version "9.1.2"
@@ -786,17 +775,17 @@ eslint-visitor-keys@^5.0.0, eslint-visitor-keys@^5.0.1:
  resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-5.0.1.tgz#9e3c9489697824d2d4ce3a8ad12628f91e9f59be"
  integrity sha512-tD40eHxA35h0PEIZNeIjkHoDR4YjjJp34biM0mDvplBe//mB+IHCqHDGV7pxF+7MklTvighcCPPZC7ynWyjdTA==

-eslint@^10.2.1:
-  version "10.2.1"
-  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.2.1.tgz#224b2a6caeb34473eddcf918762363e2e063222a"
-  integrity sha512-wiyGaKsDgqXvF40P8mDwiUp/KQjE1FdrIEJsM8PZ3XCiniTMXS3OHWWUe5FI5agoCnr8x4xPrTDZuxsBlNHl+Q==
+eslint@^10.4.1:
+  version "10.4.1"
+  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.4.1.tgz#f6640b176e0912246d9ddbf8fcfa5e8b7f02445a"
+  integrity sha512-AyIKhnOBuOAdueD7RB3xB+YeAWScb9jHsJBgH2Hcde8InP5JYhqrRR6iTMHyTEwgENK54Cp44e4v8BwNhsuHuw==
  dependencies:
    "@eslint-community/eslint-utils" "^4.8.0"
    "@eslint-community/regexpp" "^4.12.2"
    "@eslint/config-array" "^0.23.5"
-    "@eslint/config-helpers" "^0.5.5"
+    "@eslint/config-helpers" "^0.6.0"
    "@eslint/core" "^1.2.1"
-    "@eslint/plugin-kit" "^0.7.1"
+    "@eslint/plugin-kit" "^0.7.2"
    "@humanfs/node" "^0.16.6"
    "@humanwhocodes/module-importer" "^1.0.1"
    "@humanwhocodes/retry" "^0.4.2"
@@ -1783,12 +1772,12 @@ supports-preserve-symlinks-flag@^1.0.0:
  resolved "https://registry.yarnpkg.com/supports-preserve-symlinks-flag/-/supports-preserve-symlinks-flag-1.0.0.tgz#6eda4bd344a3c94aea376d4cc31bc77311039e09"
  integrity sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w==

-synckit@^0.11.12:
-  version "0.11.12"
-  resolved "https://registry.yarnpkg.com/synckit/-/synckit-0.11.12.tgz#abe74124264fbc00a48011b0d98bdc1cffb64a7b"
-  integrity sha512-Bh7QjT8/SuKUIfObSXNHNSK6WHo6J1tHCqJsuaFDP7gP0fkzSfTxI8y85JrppZ0h8l0maIgc2tfuZQ6/t3GtnQ==
+synckit@^0.11.13:
+  version "0.11.13"
+  resolved "https://registry.yarnpkg.com/synckit/-/synckit-0.11.13.tgz#062a5ea57d81befc35892f8254de5c567e97c80a"
+  integrity sha512-eNRKgb3z66Yp3D2CixVujOUvXLFUTij/zVnV8KRyvFdQwpz7I5DS8UfRkTeLzb64u+dkzDSdelE24izu+zSSUg==
  dependencies:
-    "@pkgr/core" "^0.2.9"
+    "@pkgr/core" "^0.3.6"

 tinyglobby@^0.2.15:
  version "0.2.15"
@@ -1813,17 +1802,17 @@ tsconfig-paths@^3.15.0:
    minimist "^1.2.6"
    strip-bom "^3.0.0"

-turbo@^2.9.14:
-  version "2.9.14"
-  resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.9.14.tgz#d412fcc4c9bd8dba29cec5bbd54d5a74ab2b1bee"
-  integrity sha512-BQqXRr4UoWI3UPFrtznCLykYHxwxWh53iCB57x092jPMjIlW1wnm3N895g5irpiXmnxUhREBB0n6+y8BHhs4nw==
+turbo@^2.9.16:
+  version "2.9.16"
+  resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.9.16.tgz#ed72ff679c2c54bde0e3a2e40107416181e203a4"
+  integrity sha512-NqgRQy6j6dPYcdSdv0q1g9QsZg7SWg87RERM8otw/1AtKU2yTFVClOM7cbwKzOonZr/Ek1blTBucw64L9H0Bwg==
  optionalDependencies:
-    "@turbo/darwin-64" "2.9.14"
-    "@turbo/darwin-arm64" "2.9.14"
-    "@turbo/linux-64" "2.9.14"
-    "@turbo/linux-arm64" "2.9.14"
-    "@turbo/windows-64" "2.9.14"
-    "@turbo/windows-arm64" "2.9.14"
+    "@turbo/darwin-64" "2.9.16"
+    "@turbo/darwin-arm64" "2.9.16"
+    "@turbo/linux-64" "2.9.16"
+    "@turbo/linux-arm64" "2.9.16"
+    "@turbo/windows-64" "2.9.16"
+    "@turbo/windows-arm64" "2.9.16"

 type-check@^0.4.0, type-check@~0.4.0:
  version "0.4.0"
@@ -1877,10 +1866,10 @@ typed-array-length@^1.0.7:
    possible-typed-array-names "^1.0.0"
    reflect.getprototypeof "^1.0.6"

-typescript@^5.9.3:
-  version "5.9.3"
-  resolved "https://registry.yarnpkg.com/typescript/-/typescript-5.9.3.tgz#5b4f59e15310ab17a216f5d6cf53ee476ede670f"
-  integrity sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==
+typescript@^6.0.3:
+  version "6.0.3"
+  resolved "https://registry.yarnpkg.com/typescript/-/typescript-6.0.3.tgz#90251dc007916e972786cb94d74d15b185577d21"
+  integrity sha512-y2TvuxSZPDyQakkFRPZHKFm+KKVqIisdg9/CZwm9ftvKXLP8NRWj38/ODjNbr43SsoXqNuAisEf1GdCxqWcdBw==

 unbox-primitive@^1.1.0:
  version "1.1.0"
@@ -1899,15 +1888,10 @@ uri-js@^4.2.2:
  dependencies:
    punycode "^2.1.0"

-uuid@^10.0.0:
-  version "10.0.0"
-  resolved "https://registry.yarnpkg.com/uuid/-/uuid-10.0.0.tgz#5a95aa454e6e002725c79055fd42aaba30ca6294"
-  integrity sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==
-
-uuid@^13.0.0:
-  version "13.0.0"
-  resolved "https://registry.yarnpkg.com/uuid/-/uuid-13.0.0.tgz#263dc341b19b4d755eb8fe36b78d95a6b65707e8"
-  integrity sha512-XQegIaBTVUjSHliKqcnFqYypAd4S+WCYt5NIeRs6w/UAry7z8Y9j5ZwRRL4kzq9U3sD6v+85er9FvkEaBpji2w==
+uuid@^14.0.0:
+  version "14.0.0"
+  resolved "https://registry.yarnpkg.com/uuid/-/uuid-14.0.0.tgz#0af883220163d264ffe0c084f6b8a89b9666966d"
+  integrity sha512-Qo+uWgilfSmAhXCMav1uYFynlQO7fMFiMVZsQqZRMIXp0O7rR7qjkj+cPvBHLgBqi960QCoo/PH2/6ZtVqKvrg==

 which-boxed-primitive@^1.1.0, which-boxed-primitive@^1.1.1:
  version "1.1.1"
@@ -1 +1 @@
-__version__ = "0.4.26"
+__version__ = "0.4.27"
@@ -0,0 +1,141 @@
+"""Detection of tracked Python packages in a local LangGraph project.
+
+Mirrors host-backend's `host.models.dependency_tracking` so that CLI-based
+deploys report the same `tracked_packages` revision metadata that
+GitHub-based deploys do. The host backend strictly validates each entry
+against `<package-name>:<version>` with package-name in `TRACKED_PACKAGES`,
+so the detection rules here must match exactly.
+"""
+
+from __future__ import annotations
+
+import pathlib
+import re
+
+# Single source of truth for which packages the host backend cares about.
+# Keep in sync with host-backend/host/models/tracked_packages.py.
+TRACKED_PACKAGES: tuple[str, ...] = ("google-adk",)
+
+_MAX_READ_BYTES = 5 * 1024 * 1024
+
+_PACKAGES_ALT = "|".join(re.escape(p) for p in TRACKED_PACKAGES)
+
+_DEPS_RE = re.compile(
+    rf"(?<![a-zA-Z0-9_-])({_PACKAGES_ALT})"
+    r"(?:\[[^\]]*\])?"
+    r"\s*((?:(?:==|>=|<=|~=|!=|>|<)\s*[\w.*]+\s*,?\s*)+)"
+)
+
+_UV_LOCK_RE = re.compile(
+    rf'name\s*=\s*"({_PACKAGES_ALT})"\s*\n\s*version\s*=\s*"([^"]+)"'
+)
+
+_BARE_RE = re.compile(rf'(?<![a-zA-Z0-9_-])({_PACKAGES_ALT})(?:\[[^\]]*\])?\s*[,"\'\n]')
+
+_EXTRAS_BRACKET_RE = re.compile(r"\[([a-zA-Z0-9_.\- ,\t]+)\]")
+
+
+def _appears_in_extras(content: str, pkg: str) -> bool:
+    for m in _EXTRAS_BRACKET_RE.finditer(content):
+        for token in m.group(1).split(","):
+            if token.strip() == pkg:
+                return True
+    return False
+
+
+def _read_text(path: pathlib.Path) -> str | None:
+    try:
+        if not path.is_file():
+            return None
+        with open(path, "rb") as f:
+            data = f.read(_MAX_READ_BYTES + 1)
+    except OSError:
+        return None
+    if len(data) > _MAX_READ_BYTES:
+        data = data[:_MAX_READ_BYTES]
+    return data.decode("utf-8", errors="replace")
+
+
+def _find_version_for(
+    pkg: str,
+    lock_content: str | None,
+    pyproject_content: str | None,
+    requirements_content: str | None,
+) -> str | None:
+    if lock_content is not None:
+        for m in _UV_LOCK_RE.finditer(lock_content):
+            if m.group(1) == pkg:
+                return m.group(2)
+    for content in (pyproject_content, requirements_content):
+        if content is None:
+            continue
+        for m in _DEPS_RE.finditer(content):
+            if m.group(1) == pkg:
+                return m.group(2).strip().rstrip(",")
+        for m in _BARE_RE.finditer(content):
+            if m.group(1) == pkg:
+                return "unknown"
+        if _appears_in_extras(content, pkg):
+            return "unknown"
+    return None
+
+
+def _resolved_dep_base(
+    project_root: pathlib.Path, dep_path: str
+) -> pathlib.Path | None:
+    """Return the resolved dep directory if it stays inside the project root."""
+    try:
+        candidate = (project_root / dep_path).resolve()
+    except (OSError, RuntimeError):
+        return None
+    try:
+        candidate.relative_to(project_root)
+    except ValueError:
+        return None
+    return candidate
+
+
+def find_tracked_packages(
+    config: pathlib.Path,
+    config_json: dict,
+) -> list[str]:
+    """Return every tracked package found in deps as `<name>:<version>` entries.
+
+    `config` is the absolute path to `langgraph.json`; dep paths in
+    `config_json["dependencies"]` are resolved relative to its parent.
+    Detection precedence per package: uv.lock resolved > pyproject.toml /
+    requirements.txt specifier > bare reference > extras bracket (last
+    two recorded as "unknown"). Output is ordered by `TRACKED_PACKAGES`.
+    """
+    try:
+        project_root = config.parent.resolve()
+    except (OSError, RuntimeError):
+        return []
+
+    dep_paths = config_json.get("dependencies") or ["."]
+
+    found: dict[str, str] = {}
+
+    for dep_path in dep_paths:
+        if all(pkg in found for pkg in TRACKED_PACKAGES):
+            break
+        if not isinstance(dep_path, str):
+            continue
+        base = _resolved_dep_base(project_root, dep_path)
+        if base is None or not base.is_dir():
+            continue
+
+        lock_content = _read_text(base / "uv.lock")
+        pyproject_content = _read_text(base / "pyproject.toml")
+        requirements_content = _read_text(base / "requirements.txt")
+
+        for pkg in TRACKED_PACKAGES:
+            if pkg in found:
+                continue
+            version = _find_version_for(
+                pkg, lock_content, pyproject_content, requirements_content
+            )
+            if version is not None:
+                found[pkg] = version
+
+    return [f"{pkg}:{found[pkg]}" for pkg in TRACKED_PACKAGES if pkg in found]
@@ -20,6 +20,7 @@ from dotenv import dotenv_values, set_key
 import langgraph_cli.config
 from langgraph_cli.analytics import log_command
 from langgraph_cli.constants import DEFAULT_CONFIG
+from langgraph_cli.dependency_tracking import find_tracked_packages
 from langgraph_cli.docker import build_docker_image, can_build_locally
 from langgraph_cli.exec import Runner, subp_exec
 from langgraph_cli.host_backend import HostBackendClient, HostBackendError
@@ -849,6 +850,41 @@ def _upload_to_gcs(signed_url: str, file_path: str, file_size: int) -> None:
 # ---------------------------------------------------------------------------


+def _resolve_pushed_image_digest(
+    runner,
+    *,
+    remote_image: str,
+    docker_config_dir: str | None,
+    verbose: bool,
+) -> str:
+    """Return ``{registry}/{repo}@sha256:<hex>`` for a freshly-pushed image.
+
+    Reads ``RepoDigests`` via ``docker image inspect`` — the local daemon
+    records the registry's manifest digest there after a successful push.
+    Falls back to ``remote_image`` with a warning if no matching digest is
+    found, rather than failing the deploy.
+    """
+    # rsplit preserves ``:port`` in the registry host.
+    repo_no_tag = remote_image.rsplit(":", 1)[0]
+    args: list[str] = ["docker"]
+    if docker_config_dir:
+        args += ["--config", docker_config_dir]
+    args += ["image", "inspect", "--format", "{{json .RepoDigests}}", remote_image]
+    stdout, _ = runner.run(subp_exec(*args, collect=True, verbose=verbose))
+    try:
+        digests = json_mod.loads(stdout or "[]") or []
+    except json_mod.JSONDecodeError:
+        digests = []
+    for d in digests:
+        if isinstance(d, str) and d.startswith(f"{repo_no_tag}@sha256:"):
+            return d
+    _get_emitter().warn(
+        f"Could not resolve image digest for {remote_image}; "
+        "falling back to the tag-based reference. Re-run with --verbose for details."
+    )
+    return remote_image
+
+
 def _run_local_build(
    *,
    client: HostBackendClient,
@@ -867,6 +903,7 @@ def _run_local_build(
    build_command: str | None,
    docker_build_args: Sequence[str],
    secrets: list[dict[str, str]],
+    tracked_packages: list[str] | None,
 ) -> BuildResult:
    """Build locally with Docker, push to registry, update deployment."""
    # Use buildx to cross-compile for amd64 when running on a non-x86_64 host
@@ -1015,9 +1052,21 @@ def _run_local_build(
                        raise
        step += 1

+        resolved_image = _resolve_pushed_image_digest(
+            runner,
+            remote_image=remote_image,
+            docker_config_dir=None,
+            verbose=verbose,
+        )
+
        # -- Step: Update deployment --
        _log_deploy_step(step, f"Updating deployment {deployment_id}")
-        updated = client.update_deployment(deployment_id, remote_image, secrets=secrets)
+        updated = client.update_deployment(
+            deployment_id,
+            resolved_image,
+            secrets=secrets,
+            tracked_packages=tracked_packages,
+        )

    return BuildResult(
        updated=updated if isinstance(updated, dict) else {},
@@ -1039,6 +1088,7 @@ def _run_remote_build(
    install_command: str | None,
    build_command: str | None,
    secrets: list[dict[str, str]],
+    tracked_packages: list[str] | None,
 ) -> BuildResult:
    """Upload source tarball and trigger a remote build."""
    from langgraph_cli.archive import create_archive
@@ -1069,6 +1119,7 @@ def _run_remote_build(
        secrets=secrets,
        install_command=install_command,
        build_command=build_command,
+        tracked_packages=tracked_packages,
    )

    log_offset: str | None = None
@@ -1553,6 +1604,15 @@ def _deploy_cmd(
    if not deployment_id:
        raise click.ClickException("Failed to determine deployment ID")

+    # Scan local sources for tracked packages so the new revision carries
+    # the same metadata GitHub-backed deploys produce. Failures must never
+    # block a deploy.
+    try:
+        tracked_packages = find_tracked_packages(config, config_json) or None
+    except Exception as exc:
+        em.warn(f"Skipped tracked-package scan: {exc}")
+        tracked_packages = None
+
    # -- 3. Build (divergent path) --
    if use_remote_build:
        build_result = _run_remote_build(
@@ -1565,6 +1625,7 @@ def _deploy_cmd(
            install_command=install_command,
            build_command=build_command,
            secrets=secrets,
+            tracked_packages=tracked_packages,
        )
    else:
        build_result = _run_local_build(
@@ -1584,6 +1645,7 @@ def _deploy_cmd(
            build_command=build_command,
            docker_build_args=docker_build_args,
            secrets=secrets,
+            tracked_packages=tracked_packages,
        )

    # -- 4. Shared wait + result --
@@ -122,11 +122,14 @@ class HostBackendClient:
        deployment_id: str,
        image_uri: str,
        secrets: list[dict[str, str]] | None = None,
+        tracked_packages: list[str] | None = None,
    ) -> dict[str, Any]:
        payload: dict[str, Any] = {
            "revision_source": "internal_docker",
            "source_revision_config": {"image_uri": image_uri},
        }
+        if tracked_packages:
+            payload["tracked_packages"] = tracked_packages
        if secrets is not None:
            payload["secrets"] = secrets
        return self._request(
@@ -143,6 +146,7 @@ class HostBackendClient:
        secrets: list[dict[str, str]] | None = None,
        install_command: str | None = None,
        build_command: str | None = None,
+        tracked_packages: list[str] | None = None,
    ) -> dict[str, Any]:
        """Trigger a remote build revision with the uploaded tarball."""
        payload: dict[str, Any] = {
@@ -152,6 +156,8 @@ class HostBackendClient:
                "langgraph_config_path": config_path,
            },
        }
+        if tracked_packages:
+            payload["tracked_packages"] = tracked_packages

        source_config: dict[str, Any] = {}
        if install_command is not None:
@@ -23,7 +23,7 @@ dependencies = [
 path = "langgraph_cli/__init__.py"
 [project.optional-dependencies]
 inmem = [
-    "langgraph-api>=0.5.35,<0.9.0 ; python_version >= '3.11'",
+    "langgraph-api>=0.5.35,<0.10.0 ; python_version >= '3.11'",
    "langgraph-runtime-inmem>=0.7 ; python_version >= '3.11'",
 ]

@@ -7,6 +7,7 @@ import textwrap
 from contextlib import contextmanager
 from pathlib import Path

+import click
 from click.testing import CliRunner

 import langgraph_cli.deploy as deploy_module
@@ -576,7 +577,8 @@ def test_deploy_delete_command(monkeypatch) -> None:
        "deployment_id": "dep-123",
    }
    assert (
-        "Are you sure you want to delete deployment ID dep-123? (Y/n):" in result.output
+        "Are you sure you want to delete deployment ID dep-123? (Y/n):"
+        in click.unstyle(result.output)
    )
    assert result.output.strip().endswith("Deleted deployment dep-123.")

@@ -0,0 +1,134 @@
+import pathlib
+
+import pytest
+
+from langgraph_cli.dependency_tracking import (
+    TRACKED_PACKAGES,
+    find_tracked_packages,
+)
+
+
+def _write_project(
+    tmp_path: pathlib.Path,
+    *,
+    dep_subdir: str = ".",
+    uv_lock: str | None = None,
+    pyproject: str | None = None,
+    requirements: str | None = None,
+    dependencies: list[str] | None = None,
+) -> tuple[pathlib.Path, dict]:
+    project_root = tmp_path
+    dep_dir = (project_root / dep_subdir).resolve()
+    dep_dir.mkdir(parents=True, exist_ok=True)
+    if uv_lock is not None:
+        (dep_dir / "uv.lock").write_text(uv_lock)
+    if pyproject is not None:
+        (dep_dir / "pyproject.toml").write_text(pyproject)
+    if requirements is not None:
+        (dep_dir / "requirements.txt").write_text(requirements)
+    config = project_root / "langgraph.json"
+    config.write_text("{}")
+    config_json = {"dependencies": dependencies or [dep_subdir]}
+    return config, config_json
+
+
+def test_uv_lock_resolved_version_preferred(tmp_path: pathlib.Path) -> None:
+    config, config_json = _write_project(
+        tmp_path,
+        uv_lock='name = "google-adk"\nversion = "1.2.3"\n',
+        pyproject='dependencies = ["google-adk>=0.5"]',
+    )
+    assert find_tracked_packages(config, config_json) == ["google-adk:1.2.3"]
+
+
+def test_pyproject_specifier_used_when_no_lock(tmp_path: pathlib.Path) -> None:
+    config, config_json = _write_project(
+        tmp_path,
+        pyproject='dependencies = ["google-adk>=0.5,<2"]',
+    )
+    assert find_tracked_packages(config, config_json) == ["google-adk:>=0.5,<2"]
+
+
+def test_requirements_txt_specifier(tmp_path: pathlib.Path) -> None:
+    config, config_json = _write_project(
+        tmp_path,
+        requirements="google-adk==1.0.0\n",
+    )
+    assert find_tracked_packages(config, config_json) == ["google-adk:==1.0.0"]
+
+
+def test_bare_reference_records_unknown(tmp_path: pathlib.Path) -> None:
+    config, config_json = _write_project(
+        tmp_path,
+        requirements="google-adk\nother-pkg==1.0\n",
+    )
+    assert find_tracked_packages(config, config_json) == ["google-adk:unknown"]
+
+
+def test_extras_bracket_records_unknown(tmp_path: pathlib.Path) -> None:
+    config, config_json = _write_project(
+        tmp_path,
+        pyproject='dependencies = ["deployments-wrap-sdk[google-adk]>=0.0.1"]',
+    )
+    assert find_tracked_packages(config, config_json) == ["google-adk:unknown"]
+
+
+def test_no_match_returns_empty(tmp_path: pathlib.Path) -> None:
+    config, config_json = _write_project(
+        tmp_path,
+        pyproject='dependencies = ["langgraph>=0.2"]',
+    )
+    assert find_tracked_packages(config, config_json) == []
+
+
+def test_traversal_dep_path_is_skipped(tmp_path: pathlib.Path) -> None:
+    outside = tmp_path.parent / "outside-project"
+    outside.mkdir(exist_ok=True)
+    (outside / "uv.lock").write_text('name = "google-adk"\nversion = "9.9.9"\n')
+    project_root = tmp_path / "project"
+    project_root.mkdir()
+    config = project_root / "langgraph.json"
+    config.write_text("{}")
+    config_json = {"dependencies": ["../outside-project"]}
+    assert find_tracked_packages(config, config_json) == []
+
+
+def test_dep_paths_scanned_in_order(tmp_path: pathlib.Path) -> None:
+    project_root = tmp_path
+    (project_root / "first").mkdir()
+    (project_root / "second").mkdir()
+    (project_root / "second" / "uv.lock").write_text(
+        'name = "google-adk"\nversion = "2.0.0"\n'
+    )
+    config = project_root / "langgraph.json"
+    config.write_text("{}")
+    config_json = {"dependencies": ["first", "second"]}
+    assert find_tracked_packages(config, config_json) == ["google-adk:2.0.0"]
+
+
+def test_non_string_dep_entry_ignored(tmp_path: pathlib.Path) -> None:
+    project_root = tmp_path
+    config = project_root / "langgraph.json"
+    config.write_text("{}")
+    config_json = {"dependencies": [123, None]}
+    assert find_tracked_packages(config, config_json) == []
+
+
+def test_oversized_file_is_truncated_not_raised(tmp_path: pathlib.Path) -> None:
+    project_root = tmp_path
+    config = project_root / "langgraph.json"
+    config.write_text("{}")
+    # 6 MB of irrelevant content followed by the tracked-package marker —
+    # the read cap drops the marker, so nothing should be found.
+    padded = ("x" * (6 * 1024 * 1024)) + '\nname = "google-adk"\nversion = "1.0.0"\n'
+    (project_root / "uv.lock").write_text(padded)
+    assert find_tracked_packages(config, {"dependencies": ["."]}) == []
+
+
+@pytest.mark.parametrize("pkg", TRACKED_PACKAGES)
+def test_every_tracked_package_is_detectable(tmp_path: pathlib.Path, pkg: str) -> None:
+    config, config_json = _write_project(
+        tmp_path,
+        uv_lock=f'name = "{pkg}"\nversion = "1.0.0"\n',
+    )
+    assert find_tracked_packages(config, config_json) == [f"{pkg}:1.0.0"]
@@ -3,6 +3,7 @@ import io
 import json
 import os
 import sys
+from unittest.mock import MagicMock

 import click
 import httpx
@@ -16,6 +17,7 @@ from langgraph_cli.deploy import (
    _env_without_deployment_name,
    _parse_env_from_config,
    _resolve_env_path,
+    _resolve_pushed_image_digest,
    _smith_dashboard_base_url,
    normalize_image_tag,
    normalize_name,
@@ -532,3 +534,156 @@ class TestSmithDashboardBaseUrl:
            _smith_dashboard_base_url("https://custom.example.com")
            == "https://smith.langchain.com"
        )
+
+
+class TestResolvePushedImageDigest:
+    """Tests for ``_resolve_pushed_image_digest`` — runner is mocked to
+    return the ``(stdout, stderr)`` tuple that ``subp_exec(collect=True)``
+    would produce.
+    """
+
+    @staticmethod
+    def _runner(stdout: str | None) -> MagicMock:
+        # Close the unawaited subp_exec coroutine to silence gc warnings.
+        runner = MagicMock()
+
+        def _run(coro, *args, **kwargs):
+            if hasattr(coro, "close"):
+                coro.close()
+            return (stdout, "")
+
+        runner.run.side_effect = _run
+        return runner
+
+    def test_happy_path_returns_digest(self):
+        runner = self._runner('["us-central1-docker.pkg.dev/proj/repo@sha256:abc123"]')
+        out = _resolve_pushed_image_digest(
+            runner,
+            remote_image="us-central1-docker.pkg.dev/proj/repo:latest",
+            docker_config_dir=None,
+            verbose=False,
+        )
+        assert out == "us-central1-docker.pkg.dev/proj/repo@sha256:abc123"
+
+    def test_filters_to_matching_repo(self):
+        # Same image ID can hold digests for multiple repos — pick the one
+        # matching the just-pushed repo.
+        runner = self._runner(
+            json.dumps(
+                [
+                    "other-registry.example.com/some/repo@sha256:000000",
+                    "us-central1-docker.pkg.dev/proj/repo@sha256:abc123",
+                ]
+            )
+        )
+        out = _resolve_pushed_image_digest(
+            runner,
+            remote_image="us-central1-docker.pkg.dev/proj/repo:v1.2.3",
+            docker_config_dir=None,
+            verbose=False,
+        )
+        assert out == "us-central1-docker.pkg.dev/proj/repo@sha256:abc123"
+
+    def test_empty_repodigests_falls_back_with_warning(self, mocker):
+        emitter = mocker.MagicMock()
+        mocker.patch("langgraph_cli.deploy._get_emitter", return_value=emitter)
+        runner = self._runner("[]")
+        remote = "us-central1-docker.pkg.dev/proj/repo:latest"
+        out = _resolve_pushed_image_digest(
+            runner,
+            remote_image=remote,
+            docker_config_dir=None,
+            verbose=False,
+        )
+        assert out == remote
+        assert emitter.warn.called
+        assert remote in emitter.warn.call_args.args[0]
+
+    def test_null_repodigests_falls_back_with_warning(self, mocker):
+        # ``docker inspect --format '{{json .RepoDigests}}'`` emits ``null``
+        # when the field is absent.
+        emitter = mocker.MagicMock()
+        mocker.patch("langgraph_cli.deploy._get_emitter", return_value=emitter)
+        runner = self._runner("null")
+        remote = "us-central1-docker.pkg.dev/proj/repo:latest"
+        out = _resolve_pushed_image_digest(
+            runner,
+            remote_image=remote,
+            docker_config_dir=None,
+            verbose=False,
+        )
+        assert out == remote
+        assert emitter.warn.called
+
+    def test_no_matching_repo_falls_back_with_warning(self, mocker):
+        # No matching digest for the pushed repo — warn and fall back to the
+        # tag-based ref rather than failing the deploy.
+        emitter = mocker.MagicMock()
+        mocker.patch("langgraph_cli.deploy._get_emitter", return_value=emitter)
+        runner = self._runner('["other-registry.example.com/some/repo@sha256:000000"]')
+        remote = "us-central1-docker.pkg.dev/proj/repo:latest"
+        out = _resolve_pushed_image_digest(
+            runner,
+            remote_image=remote,
+            docker_config_dir=None,
+            verbose=False,
+        )
+        assert out == remote
+        assert emitter.warn.called
+
+    def test_registry_with_port_in_host(self):
+        # Only the rightmost ``:`` (the ``:latest`` tag) should be stripped.
+        runner = self._runner('["localhost:5000/repo@sha256:deadbeef"]')
+        out = _resolve_pushed_image_digest(
+            runner,
+            remote_image="localhost:5000/repo:latest",
+            docker_config_dir=None,
+            verbose=False,
+        )
+        assert out == "localhost:5000/repo@sha256:deadbeef"
+
+    @staticmethod
+    def _capturing_runner(stdout: str) -> tuple[MagicMock, dict]:
+        """Like ``_runner`` but exposes the coroutine for arg introspection.
+        Caller must close ``captured["coro"]``.
+        """
+        runner = MagicMock()
+        captured: dict = {}
+
+        def _run(coro, *args, **kwargs):
+            captured["coro"] = coro
+            return (stdout, "")
+
+        runner.run.side_effect = _run
+        return runner, captured
+
+    def test_passes_docker_config_dir(self):
+        runner, captured = self._capturing_runner(
+            '["us-central1-docker.pkg.dev/proj/repo@sha256:abc"]'
+        )
+        _resolve_pushed_image_digest(
+            runner,
+            remote_image="us-central1-docker.pkg.dev/proj/repo:latest",
+            docker_config_dir="/tmp/some-cfg",
+            verbose=False,
+        )
+        frame_locals = captured["coro"].cr_frame.f_locals
+        assert frame_locals["cmd"] == "docker"
+        assert "--config" in frame_locals["args"]
+        cfg_idx = frame_locals["args"].index("--config")
+        assert frame_locals["args"][cfg_idx + 1] == "/tmp/some-cfg"
+        captured["coro"].close()
+
+    def test_omits_docker_config_dir_when_none(self):
+        runner, captured = self._capturing_runner(
+            '["us-central1-docker.pkg.dev/proj/repo@sha256:abc"]'
+        )
+        _resolve_pushed_image_digest(
+            runner,
+            remote_image="us-central1-docker.pkg.dev/proj/repo:latest",
+            docker_config_dir=None,
+            verbose=False,
+        )
+        frame_locals = captured["coro"].cr_frame.f_locals
+        assert "--config" not in frame_locals["args"]
+        captured["coro"].close()
@@ -1,3 +1,5 @@
+import json
+
 import httpx
 import pytest

@@ -176,6 +178,69 @@ def test_update_deployment_no_secrets(client):
    assert result == {"ok": True}


+def _capturing_client(captured: dict) -> HostBackendClient:
+    def handler(req: httpx.Request) -> httpx.Response:
+        captured["body"] = req.read()
+        return httpx.Response(200, json={"ok": True})
+
+    c = HostBackendClient("https://api.example.com", "key")
+    c._client = httpx.Client(
+        base_url="https://api.example.com",
+        transport=httpx.MockTransport(handler),
+        headers={"X-Api-Key": "key", "Accept": "application/json"},
+        timeout=30,
+    )
+    return c
+
+
+def test_update_deployment_forwards_tracked_packages():
+    captured: dict = {}
+    c = _capturing_client(captured)
+    c.update_deployment(
+        "dep-123",
+        "image:latest",
+        tracked_packages=["google-adk:1.0.0"],
+    )
+    body = json.loads(captured["body"])
+    assert body["tracked_packages"] == ["google-adk:1.0.0"]
+    assert "tracked_packages" not in body["source_revision_config"]
+
+
+def test_update_deployment_omits_tracked_packages_when_absent():
+    captured: dict = {}
+    c = _capturing_client(captured)
+    c.update_deployment("dep-123", "image:latest")
+    body = json.loads(captured["body"])
+    assert "tracked_packages" not in body
+
+
+def test_update_deployment_internal_source_forwards_tracked_packages():
+    captured: dict = {}
+    c = _capturing_client(captured)
+    c.update_deployment_internal_source(
+        "dep-123",
+        source_tarball_path="path/to/tarball",
+        config_path="langgraph.json",
+        tracked_packages=["google-adk:>=0.5"],
+    )
+    body = json.loads(captured["body"])
+    assert body["tracked_packages"] == ["google-adk:>=0.5"]
+    assert body["source_revision_config"]["source_tarball_path"] == "path/to/tarball"
+    assert "tracked_packages" not in body["source_revision_config"]
+
+
+def test_update_deployment_internal_source_omits_tracked_packages_when_absent():
+    captured: dict = {}
+    c = _capturing_client(captured)
+    c.update_deployment_internal_source(
+        "dep-123",
+        source_tarball_path="path/to/tarball",
+        config_path="langgraph.json",
+    )
+    body = json.loads(captured["body"])
+    assert "tracked_packages" not in body
+
+
 def test_list_revisions(client):
    result = client.list_revisions("dep-123", limit=5)
    assert result == {"ok": True}
@@ -7,6 +7,7 @@ dependencies = [
    "langgraph>=0.6.0,<2",
    "langchain-core>=0.2.14",
    "shared",
+    "langgraph-checkpoint-postgres>=3.0.0"
 ]

 [build-system]
@@ -6,6 +6,7 @@ requires-python = ">=3.11"
 dependencies = [
    "langgraph>=0.6.0,<2",
    "langchain-core>=1.3.3",
+    "langgraph-checkpoint-postgres>=3.0.0"
 ]

 [tool.uv.workspace]
@@ -16,6 +16,7 @@ source = { editable = "apps/agent" }
 dependencies = [
    { name = "langchain-core" },
    { name = "langgraph" },
+    { name = "langgraph-checkpoint-postgres" },
    { name = "shared" },
 ]

@@ -23,6 +24,7 @@ dependencies = [
 requires-dist = [
    { name = "langchain-core", specifier = ">=0.2.14" },
    { name = "langgraph", specifier = ">=0.6.0,<2" },
+    { name = "langgraph-checkpoint-postgres", specifier = ">=3.0.0" },
    { name = "shared", editable = "libs/shared" },
 ]

@@ -275,6 +277,21 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/65/4c/09a4a0c42f5d2fc38d6c4d67884788eff7fd2cfdf367fdf7033de908b4c0/langgraph_checkpoint-4.0.1-py3-none-any.whl", hash = "sha256:e3adcd7a0e0166f3b48b8cf508ce0ea366e7420b5a73aa81289888727769b034", size = 50453, upload-time = "2026-02-27T21:06:14.293Z" },
 ]

+[[package]]
+name = "langgraph-checkpoint-postgres"
+version = "3.0.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "langgraph-checkpoint" },
+    { name = "orjson" },
+    { name = "psycopg" },
+    { name = "psycopg-pool" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/95/7a/8f439966643d32111248a225e6cb33a182d07c90de780c4dbfc1e0377832/langgraph_checkpoint_postgres-3.0.5.tar.gz", hash = "sha256:a8fd7278a63f4f849b5cbc7884a15ca8f41e7d5f7467d0a66b31e8c24492f7eb", size = 127856, upload-time = "2026-03-18T21:25:29.785Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e8/87/b0f98b33a67204bca9d5619bcd9574222f6b025cf3c125eedcec9a50ecbc/langgraph_checkpoint_postgres-3.0.5-py3-none-any.whl", hash = "sha256:86d7040a88fd70087eaafb72251d796696a0a2d856168f5c11ef620771411552", size = 42907, upload-time = "2026-03-18T21:25:28.75Z" },
+]
+
 [[package]]
 name = "langgraph-prebuilt"
 version = "1.0.9"
@@ -446,6 +463,31 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl", hash = "sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529", size = 74366, upload-time = "2026-01-21T20:50:37.788Z" },
 ]

+[[package]]
+name = "psycopg"
+version = "3.3.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+    { name = "tzdata", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/db/2f/cb91e5502ec9de1de6f1b76cfbf69531932725361168bb06963620c77e2e/psycopg-3.3.4.tar.gz", hash = "sha256:e21207764952cff81b6b8bdacad9a3939f2793367fdac2987b3aac36a651b5bc", size = 165799, upload-time = "2026-05-01T23:31:55.179Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5c/e0/7b3dee031daae7743609ce3c746565d4a3ed7c2c186479eb48e34e838c64/psycopg-3.3.4-py3-none-any.whl", hash = "sha256:b6bbc25ccf05c8fad3b061d9db2ef0909a555171b84b07f29458a447253d679a", size = 213001, upload-time = "2026-05-01T23:20:50.816Z" },
+]
+
+[[package]]
+name = "psycopg-pool"
+version = "3.3.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/90/82/7a23d26039827ecd4ebe93905651029ddd307c5182ad59296dfb6f67b528/psycopg_pool-3.3.1.tar.gz", hash = "sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c", size = 31661, upload-time = "2026-05-01T23:31:59.809Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/37/ed/89c2c620af0e1660354cd8aabf9f5b21f911597ce22acb37c805d6c86bc8/psycopg_pool-3.3.1-py3-none-any.whl", hash = "sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5", size = 40023, upload-time = "2026-05-01T23:31:53.136Z" },
+]
+
 [[package]]
 name = "pydantic"
 version = "2.12.5"
@@ -675,6 +717,15 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7", size = 14611, upload-time = "2025-10-01T02:14:40.154Z" },
 ]

+[[package]]
+name = "tzdata"
+version = "2026.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ba/19/1b9b0e29f30c6d35cb345486df41110984ea67ae69dddbc0e8a100999493/tzdata-2026.2.tar.gz", hash = "sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10", size = 198254, upload-time = "2026-04-24T15:22:08.651Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ce/e4/dccd7f47c4b64213ac01ef921a1337ee6e30e8c6466046018326977efd95/tzdata-2026.2-py2.py3-none-any.whl", hash = "sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7", size = 349321, upload-time = "2026-04-24T15:22:05.876Z" },
+]
+
 [[package]]
 name = "urllib3"
 version = "2.7.0"
@@ -720,12 +771,14 @@ source = { virtual = "." }
 dependencies = [
    { name = "langchain-core" },
    { name = "langgraph" },
+    { name = "langgraph-checkpoint-postgres" },
 ]

 [package.metadata]
 requires-dist = [
    { name = "langchain-core", specifier = ">=1.3.3" },
    { name = "langgraph", specifier = ">=0.6.0,<2" },
+    { name = "langgraph-checkpoint-postgres", specifier = ">=3.0.0" },
 ]

 [[package]]
@@ -26,11 +26,11 @@ wheels = [

 [[package]]
 name = "certifi"
-version = "2026.2.25"
+version = "2026.5.20"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/af/2d/7bf41579a8986e348fa033a31cdd0e4121114f6bce2457e8876010b092dd/certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7", size = 155029, upload-time = "2026-02-25T02:54:17.342Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f3/ce/ee2ecad540810a79593028e88299baeae54d346cc7a0d94b6199988b89b1/certifi-2026.5.20.tar.gz", hash = "sha256:69dea482ab64caa7b9f6aba1c6bf48bb6a5448d1c0f1b17ab42ad8c763a5344d", size = 135422, upload-time = "2026-05-20T11:46:50.073Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa", size = 153684, upload-time = "2026-02-25T02:54:15.766Z" },
+    { url = "https://files.pythonhosted.org/packages/59/8c/57e832b7af6d7c5abe66eb3fbe3a3a32f4d11ea23a1aa7131371035be991/certifi-2026.5.20-py3-none-any.whl", hash = "sha256:3c52e209ba0a4ad7aebe60436a4ab349c39e1e602e8c134221e546902ad25897", size = 134134, upload-time = "2026-05-20T11:46:48.578Z" },
 ]

 [[package]]
@@ -161,11 +161,11 @@ wheels = [

 [[package]]
 name = "idna"
-version = "3.11"
+version = "3.16"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/6f/6d/0703ccc57f3a7233505399edb88de3cbd678da106337b9fcde432b65ed60/idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902", size = 194582, upload-time = "2025-10-12T14:55:20.501Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/1a/88/bcf9709822fe69d02c2a6a77956c98ce6ea8ca8767a9aadcedc7eb6a2390/idna-3.16.tar.gz", hash = "sha256:d7a6da03db833450fca25d2358ac9ff06cd624577a4aea3a596d5c0f77b8e03d", size = 203770, upload-time = "2026-05-22T00:16:18.781Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea", size = 71008, upload-time = "2025-10-12T14:55:18.883Z" },
+    { url = "https://files.pythonhosted.org/packages/94/16/70255075a9859a0e3adb789b68ceb0e210dec03934245fd98d248226572f/idna-3.16-py3-none-any.whl", hash = "sha256:cc246e3a3f89580c3a951b5ad298ca4638078b2cdd4f115654332b5c26daded5", size = 74165, upload-time = "2026-05-22T00:16:16.698Z" },
 ]

 [[package]]
@@ -191,7 +191,7 @@ wheels = [

 [[package]]
 name = "langchain-core"
-version = "1.3.3"
+version = "1.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "jsonpatch" },
@@ -204,9 +204,9 @@ dependencies = [
    { name = "typing-extensions" },
    { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d3/ae/8b74458fc3850ec3d150eb9f45e857db129dafa801fb5cf173dfc9f8bbf3/langchain_core-1.3.3.tar.gz", hash = "sha256:fa510a5db8efdc0c6ff41c0939fb5c00a0183c11f6b84233e892e3227ff69182", size = 915041, upload-time = "2026-05-05T19:02:36.612Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/59/de/679a53472c25860837e32c0442c962fa86e95317a36460e2c9d5c91b17c2/langchain_core-1.4.0.tar.gz", hash = "sha256:1dc341eed802ed9c117c0df3923c991e5e9e226571e5725c194eeb5bd93d1a7f", size = 920260, upload-time = "2026-05-11T18:42:35.919Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/0f/1a/86c38c27b81913a1c6c12448cab55defb5a1097c7dc9a4cea83f55477a2d/langchain_core-1.4.0-py3-none-any.whl", hash = "sha256:23cbbdb46e38ddd1dd5247e6167e96013eae74bea4c5949c550809970a9e565c", size = 548120, upload-time = "2026-05-11T18:42:33.992Z" },
 ]

 [[package]]
@@ -223,7 +223,7 @@ wheels = [

 [[package]]
 name = "langgraph"
-version = "1.1.6"
+version = "1.2.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "langchain-core" },
@@ -233,53 +233,53 @@ dependencies = [
    { name = "pydantic" },
    { name = "xxhash" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/5c/e5/d3f72ead3c7f15769d5a9c07e373628f1fbaf6cbe7735694d7085859acf6/langgraph-1.1.6.tar.gz", hash = "sha256:1783f764b08a607e9f288dbcf6da61caeb0dd40b337e5c9fb8b412341fbc0b60", size = 549634, upload-time = "2026-04-03T19:01:32.561Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e6/5a/ffc12434ee8aecab830d58b4d204ddea45073eae7639c963310f671a5bf5/langgraph-1.2.2.tar.gz", hash = "sha256:f54a98458976b3ff0774683867df125fb52d8dbedeb2441d0b0656a51331cee5", size = 695730, upload-time = "2026-05-26T18:07:28.49Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/42/9b/b08d578bba73e25351152dfd3d6d21e81210a5fff1b6f26e56f33197c8f5/langgraph-1.2.2-py3-none-any.whl", hash = "sha256:0a851bf4ba5939c5474a2fd57e6b439b5315283e254e42943bd392c2d71a5e03", size = 236376, upload-time = "2026-05-26T18:07:26.577Z" },
 ]

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.0.1"
+version = "4.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "langchain-core" },
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+]
+
 [[package]]
 name = "xxhash"
 version = "3.6.0"
@@ -79,6 +79,34 @@ def patch_checkpoint_map(
        return config


+def _merge_callbacks(base: Callbacks, new: Callbacks) -> Callbacks:
+    """Merge two callbacks values (None / list / BaseCallbackManager).
+
+    Six cases total (3 base types x 2 non-None new types).
+    """
+    if new is None:
+        return base
+    if base is None:
+        return new.copy() if isinstance(new, (list, BaseCallbackManager)) else new
+    if isinstance(new, list):
+        if isinstance(base, list):
+            return base + new
+        if isinstance(base, BaseCallbackManager):
+            mngr = base.copy()
+            for cb in new:
+                mngr.add_handler(cb, inherit=True)
+            return mngr
+    elif isinstance(new, BaseCallbackManager):
+        if isinstance(base, list):
+            mngr = new.copy()
+            for cb in base:
+                mngr.add_handler(cb, inherit=True)
+            return mngr
+        if isinstance(base, BaseCallbackManager):
+            return base.merge(new)
+    raise NotImplementedError(f"Unsupported callback types: {type(base)}, {type(new)}")
+
+
 def merge_configs(*configs: RunnableConfig | None) -> RunnableConfig:
    """Merge multiple configs into one.

@@ -113,34 +141,9 @@ def merge_configs(*configs: RunnableConfig | None) -> RunnableConfig:
                else:
                    base[key] = value
            elif key == "callbacks":
-                base_callbacks = base.get("callbacks")
-                # callbacks can be either None, list[handler] or manager
-                # so merging two callbacks values has 6 cases
-                if isinstance(value, list):
-                    if base_callbacks is None:
-                        base["callbacks"] = value.copy()
-                    elif isinstance(base_callbacks, list):
-                        base["callbacks"] = base_callbacks + value
-                    else:
-                        # base_callbacks is a manager
-                        mngr = base_callbacks.copy()
-                        for callback in value:
-                            mngr.add_handler(callback, inherit=True)
-                        base["callbacks"] = mngr
-                elif isinstance(value, BaseCallbackManager):
-                    # value is a manager
-                    if base_callbacks is None:
-                        base["callbacks"] = value.copy()
-                    elif isinstance(base_callbacks, list):
-                        mngr = value.copy()
-                        for callback in base_callbacks:
-                            mngr.add_handler(callback, inherit=True)
-                        base["callbacks"] = mngr
-                    else:
-                        # base_callbacks is also a manager
-                        base["callbacks"] = base_callbacks.merge(value)
-                else:
-                    raise NotImplementedError
+                base["callbacks"] = _merge_callbacks(
+                    base.get("callbacks"), cast(Callbacks, value)
+                )
            elif key == "recursion_limit":
                if config["recursion_limit"] != DEFAULT_RECURSION_LIMIT:
                    base["recursion_limit"] = config["recursion_limit"]
@@ -309,7 +312,40 @@ def ensure_config(*configs: RunnableConfig | None) -> RunnableConfig:
        for k, v in config.items():
            if _is_not_empty(v) and k in CONFIG_KEYS:
                if k == CONF:
-                    empty[k] = cast(dict, v).copy()
+                    # Shallow-merge configurable dicts across configs so values
+                    # bound via with_config(...) (e.g. ls_agent_type) are
+                    # preserved when later configs (e.g. invoke-time) only
+                    # specify a subset of keys like thread_id.
+                    existing = empty.get(k)
+                    empty[k] = (
+                        {**cast(dict, existing), **cast(dict, v)}
+                        if existing
+                        else cast(dict, v).copy()
+                    )
+                elif k == "callbacks":
+                    empty["callbacks"] = _merge_callbacks(
+                        empty.get("callbacks"), cast(Callbacks, v)
+                    )
+                elif k == "metadata":
+                    # Shallow-merge metadata dicts across configs so values
+                    # bound via with_config(...) (e.g. user_id) are preserved
+                    # when later configs supply other metadata keys.
+                    existing = empty.get("metadata")
+                    empty["metadata"] = (
+                        {**cast(dict, existing), **cast(dict, v)}
+                        if existing
+                        else cast(dict, v).copy()
+                    )
+                elif k == "tags":
+                    # Concatenate tags across configs so values bound via
+                    # with_config(...) are preserved when later configs
+                    # supply additional tags. Matches merge_configs.
+                    existing_tags: list[str] | None = empty.get("tags")
+                    empty["tags"] = (
+                        [*existing_tags, *cast(list, v)]
+                        if existing_tags
+                        else list(cast(list, v))
+                    )
                else:
                    empty[k] = v  # type: ignore[literal-required]
        for k, v in config.items():
@@ -366,3 +402,17 @@ _PROPAGATE_TO_METADATA = frozenset(
        "graph_id",
    )
 )
+
+
+def filter_to_user_tags(tags: Sequence[str] | None) -> list[str] | None:
+    """Drop langgraph's internal `seq:step:*` bookkeeping tags.
+
+    `seq:step:N` tags are added internally to mark sequence steps; everything
+    else (user-supplied tags and any other framework tags) is kept. Returns the
+    surviving tags, or `None` if none remain. Shared by the `messages` and
+    `tasks` stream handlers so both surface the same tag set on their metadata.
+    """
+    if not tags:
+        return None
+    filtered = [t for t in tags if not t.startswith("seq:step")]
+    return filtered or None
@@ -21,6 +21,7 @@ __all__ = (
    "InvalidUpdateError",
    "GraphBubbleUp",
    "GraphInterrupt",
+    "NodeCancelledError",
    "NodeError",
    "NodeInterrupt",
    "NodeTimeoutError",
@@ -164,6 +165,28 @@ class NodeError:
    """Exception raised by the failed node."""


+class NodeCancelledError(Exception):
+    """Raised when a node body raises ``asyncio.CancelledError`` itself.
+
+    ``asyncio.CancelledError`` is a ``BaseException`` and the pregel runner
+    treats cancelled task futures as silent tear-down (e.g. when it stops
+    sibling tasks after a peer fails). That is the correct behaviour for
+    *framework-initiated* cancellation, but a user node that raises
+    ``asyncio.CancelledError`` from its own body should surface as a node
+    failure, the same way any other exception would.
+
+    The retry layer converts user-raised ``asyncio.CancelledError`` into this
+    type so it flows through the normal error path and the run reports as
+    ``error`` instead of silently succeeding.
+    """
+
+    node: str
+
+    def __init__(self, node: str, message: str | None = None) -> None:
+        super().__init__(message or f"Node {node!r} raised asyncio.CancelledError")
+        self.node = node
+
+
 class NodeTimeoutError(Exception):
    """Raised when a node invocation exceeds one of its configured timeouts.

@@ -115,6 +115,7 @@ from langgraph.pregel._io import (
    map_output_values,
    read_channels,
 )
+from langgraph.pregel._messages import ensure_message_ids
 from langgraph.pregel._read import PregelNode
 from langgraph.pregel._utils import get_new_channel_versions, is_xxh3_128_hexdigest
 from langgraph.pregel.debug import (
@@ -447,6 +448,14 @@ class PregelLoop:

        # save writes
        self.checkpoint_pending_writes.extend((task_id, c, v) for c, v in writes)
+        # Assign stable IDs to any id=None BaseMessages in DeltaChannel writes
+        # before the background thread serialises them. Without this, reducers
+        # that assign IDs inside apply_writes() race with serialisation and
+        # store id=None, causing get_state() replays to produce a different UUID
+        # on every call.
+        for c, v in writes_to_save:
+            if isinstance(self.specs.get(c), DeltaChannel):
+                ensure_message_ids(v)
        if self.durability != "exit" and self.checkpointer_put_writes is not None:
            config = patch_configurable(
                self.checkpoint_config,
@@ -11,9 +11,11 @@ from uuid import UUID, uuid4

 from langchain_core.callbacks import BaseCallbackHandler
 from langchain_core.messages import BaseMessage, ToolMessage
+from langchain_core.messages.utils import convert_to_messages
 from langchain_core.outputs import ChatGeneration, ChatGenerationChunk, LLMResult
 from pydantic import BaseModel

+from langgraph._internal._config import filter_to_user_tags
 from langgraph._internal._constants import NS_SEP
 from langgraph.constants import TAG_HIDDEN, TAG_NOSTREAM
 from langgraph.pregel.protocol import StreamChunk
@@ -142,9 +144,8 @@ class StreamMessagesHandler(BaseCallbackHandler, _StreamingCallbackHandler):
            ]
            if not self.subgraphs and len(ns) > 0 and ns != self.parent_ns:
                return
-            if tags:
-                if filtered_tags := [t for t in tags if not t.startswith("seq:step")]:
-                    metadata["tags"] = filtered_tags
+            if (filtered_tags := filter_to_user_tags(tags)) is not None:
+                metadata["tags"] = filtered_tags
            self.metadata[run_id] = (ns, metadata)

    def on_llm_new_token(
@@ -405,3 +406,56 @@ class StreamMessagesHandlerV2(StreamMessagesHandler, _V2StreamingCallbackHandler
                    self.seen.add(msg_id)
            v2_meta = {**meta[1], "run_id": str(run_id)}
            self.stream((meta[0], "messages", (event, v2_meta)))
+
+
+# Known role values (OpenAI-style) and type values (LangChain serialisation)
+# that identify a dict as a message. Checked before coercing to BaseMessage so
+# we don't accidentally touch unrelated dicts that happen to have a "role" key.
+_MESSAGE_ROLES: frozenset[str] = frozenset(
+    {"user", "human", "assistant", "ai", "tool", "system", "function"}
+)
+_MESSAGE_TYPES: frozenset[str] = frozenset(
+    {"human", "ai", "tool", "system", "function", "remove"}
+)
+
+
+def _is_message_dict(item: dict) -> bool:
+    return item.get("role") in _MESSAGE_ROLES or item.get("type") in _MESSAGE_TYPES
+
+
+def ensure_message_ids(value: Any) -> None:
+    """Coerce message-like write values to typed BaseMessages with stable IDs.
+
+    Called in put_writes() before DeltaChannel writes are submitted to the
+    checkpointer. Without this the checkpoint may store raw dicts or id=None
+    BaseMessages; every get_state() replay then produces a different UUID and
+    the same message appears with a different ID in each LangSmith trace.
+
+    Handles three input shapes:
+    - BaseMessage objects: assign a UUID if id is None.
+    - Dicts with a known "role" (OpenAI-style) or "type" (LangChain format) at
+      the root level: stamp "id" into the dict in-place. The reducer's
+      convert_to_messages call will forward the id to the resulting BaseMessage.
+    - Lists of the above: apply the same logic to each element, replacing dict
+      items with coerced BaseMessages so the shared list reference seen by
+      checkpoint_pending_writes and the background thread both get typed messages.
+
+    Mutating synchronously here (before the background thread is submitted) is
+    safe: the serialised bytes always reflect the post-coercion state.
+    """
+    if isinstance(value, BaseMessage):
+        if value.id is None:
+            value.id = str(uuid4())
+    elif isinstance(value, dict) and _is_message_dict(value):
+        if not value.get("id"):
+            value["id"] = str(uuid4())
+    elif isinstance(value, list):
+        for i, item in enumerate(value):
+            if isinstance(item, BaseMessage):
+                if item.id is None:
+                    item.id = str(uuid4())
+            elif isinstance(item, dict) and _is_message_dict(item):
+                msg = convert_to_messages([item])[0]
+                if msg.id is None:
+                    msg.id = str(uuid4())
+                value[i] = msg
@@ -0,0 +1,374 @@
+# libs/langgraph/langgraph/pregel/_remote_run_stream.py
+from __future__ import annotations
+
+import logging
+import sys
+from collections.abc import AsyncIterator, Iterator, Mapping
+from types import TracebackType
+from typing import Any, cast
+
+from langchain_core.runnables import RunnableConfig
+from langgraph_sdk._async.stream import AsyncThreadStream
+from langgraph_sdk._sync.stream import SyncThreadStream
+from langgraph_sdk.client import LangGraphClient, SyncLangGraphClient
+from langgraph_sdk.stream.decoders import DataDecoder
+
+from langgraph.types import Command
+
+logger = logging.getLogger(__name__)
+
+
+def _translate_command_input(input: Any) -> Any:
+    """Translate a local `Command` into the v3 wire `input`, else passthrough.
+
+    The v3 server decides start-vs-resume from thread state (an interrupted
+    run or pending interrupts) and, on resume, wraps the whole `input` as
+    `{"resume": input}` itself. So a resume `Command` must surface its raw
+    `resume` value as the wire `input` (not the serialized dataclass, which
+    the server would double-wrap). The v3 `run.start` path has no `goto` /
+    `update` channel, so those are rejected.
+
+    `langgraph_sdk` is upstream of `langgraph`, so this `Command`-aware
+    marshalling lives here on the adapter (langgraph) side of the boundary.
+    """
+    if isinstance(input, Command):
+        if input.goto or input.update:
+            raise NotImplementedError(
+                "RemoteGraph v3 streaming supports `Command(resume=...)` only; "
+                "`goto` / `update` are not supported by the v3 `run.start` path."
+            )
+        return input.resume
+    return input
+
+
+class _ChannelProjection:
+    """Decoded projection for a wire channel the SDK doesn't type natively.
+
+    Subscribes to `channel` and decodes each event's `params["data"]` through the
+    SDK's `DataDecoder` — the same decoder the SDK's own plain-payload projections
+    (`values` / `updates` / `checkpoints` / `tasks`) use, which yields the item
+    shape that local's `UpdatesTransformer` / `CheckpointsTransformer` /
+    `TasksTransformer` / `CustomTransformer` push, so iterating this matches the
+    corresponding local projection. Iterate with `for` against a sync stream and
+    `async for` against an async stream (matching the underlying SDK). Opening
+    the subscription requires the stream to be entered (`with` / `async with`).
+    """
+
+    def __init__(self, sdk: AsyncThreadStream | SyncThreadStream, channel: str) -> None:
+        self._sdk = sdk
+        self._channel = channel
+
+    def __iter__(self) -> Iterator[Any]:
+        # Sync lane: the sync adapter's SDK returns a sync iterator here.
+        decoder = DataDecoder(self._channel)
+        events = cast(Iterator[Any], self._sdk.subscribe([self._channel]))
+        for event in events:
+            yield from decoder.feed(event)
+
+    def __aiter__(self) -> AsyncIterator[Any]:
+        return self._aiter()
+
+    async def _aiter(self) -> AsyncIterator[Any]:
+        # Async lane: the async adapter's SDK returns an async iterator here.
+        decoder = DataDecoder(self._channel)
+        events = cast(AsyncIterator[Any], self._sdk.subscribe([self._channel]))
+        async for event in events:
+            for item in decoder.feed(event):
+                yield item
+
+
+class _ProjectionRegistry(Mapping[str, Any]):
+    """Read-only name -> projection registry mirroring local `GraphRunStream.extensions`.
+
+    Resolution follows the langchain-protocol wire channels, and every entry
+    yields the same decoded item shape local does (`params.data`):
+
+    - `values` / `messages` / `tool_calls` / `subgraphs` resolve to the SDK's
+      decoded typed projections. `tool_calls` is the `tools` channel — tool
+      *execution* events, distinct from the tool-call *inputs* inside `messages`.
+    - `updates` / `checkpoints` / `tasks` / `custom` have no typed SDK
+      projection, so they resolve to a `_ChannelProjection` that subscribes to
+      the channel and yields `params.data` — matching the local transformer
+      output for those channels.
+    - any other name is a specific custom-extension channel
+      (`thread.extensions[name]`, i.e. `custom:<name>`).
+
+    `lifecycle` is intentionally absent: local derives a status payload from it
+    rather than yielding `params.data`, and the SDK consumes it as control-plane
+    (driving `output` / `interrupted`), so its shape can't be matched — it
+    remains reachable via the raw `events` iterator. `debug` is absent too: it
+    is not a v3 wire channel.
+    """
+
+    # Channels the SDK decodes into typed projections.
+    _TYPED = ("values", "messages", "tool_calls", "subgraphs")
+    # Wire channels with no typed SDK projection — decoded here to match local.
+    _DECODED = ("updates", "checkpoints", "tasks", "custom")
+    _NATIVE = _TYPED + _DECODED
+
+    def __init__(self, sdk: AsyncThreadStream | SyncThreadStream) -> None:
+        self._sdk = sdk
+
+    def __getitem__(self, name: str) -> Any:
+        if name in self._TYPED:
+            return getattr(self._sdk, name)
+        if name in self._DECODED:
+            return _ChannelProjection(self._sdk, name)
+        return self._sdk.extensions[name]
+
+    def __iter__(self) -> Iterator[str]:
+        return iter(self._NATIVE)
+
+    def __len__(self) -> int:
+        return len(self._NATIVE)
+
+
+class _RemoteGraphRunStream:
+    """Sync adapter: SyncThreadStream -> GraphRunStream surface."""
+
+    def __init__(
+        self,
+        *,
+        sync_client: SyncLangGraphClient,
+        sdk_thread: SyncThreadStream,
+        input: Any,
+        config: RunnableConfig | None,
+        metadata: dict[str, Any] | None,
+    ) -> None:
+        self._client = sync_client
+        self._sdk = sdk_thread
+        self._start_kwargs: dict[str, Any] = {
+            "input": _translate_command_input(input),
+            "config": config,
+            "metadata": metadata,
+        }
+        self._run_id: str | None = None
+        self._closed = False
+        self._events_iter: Iterator[Any] | None = None
+
+    def __enter__(self) -> _RemoteGraphRunStream:
+        if self._closed:
+            raise RuntimeError("_RemoteGraphRunStream already closed")
+        self._sdk.__enter__()
+        try:
+            result = self._sdk.run.start(**self._start_kwargs)
+        except BaseException:
+            self._sdk.__exit__(*sys.exc_info())
+            raise
+        self._run_id = result["run_id"]
+        return self
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc: BaseException | None,
+        tb: TracebackType | None,
+    ) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        self._sdk.__exit__(exc_type, exc, tb)
+
+    @property
+    def output(self) -> Any:
+        return self._sdk.output
+
+    @property
+    def interrupted(self) -> bool:
+        """Whether the remote run is currently paused at an interrupt.
+
+        Reads the SDK's current value without blocking. This differs from
+        local `GraphRunStream.interrupted`, which drives the run to terminal
+        before returning the flag. Sync callers needing a wait-for-interrupt
+        pattern should switch to the async API and drain a projection.
+        """
+        return self._sdk.interrupted
+
+    @property
+    def interrupts(self) -> list[Any]:
+        """Current outstanding interrupt payloads (non-blocking snapshot)."""
+        return list(self._sdk.interrupts)
+
+    @property
+    def values(self) -> Any:
+        """Live state-snapshot projection (mirrors local `run.values`)."""
+        return self._sdk.values
+
+    @property
+    def messages(self) -> Any:
+        """Live message-stream projection (mirrors local `run.messages`)."""
+        return self._sdk.messages
+
+    @property
+    def subgraphs(self) -> Any:
+        """Subgraph-handle projection (mirrors local `run.subgraphs`)."""
+        return self._sdk.subgraphs
+
+    @property
+    def tool_calls(self) -> Any:
+        """Tool-execution projection (the `tools` channel).
+
+        These are tool *execution* events (started / output / finished),
+        distinct from the tool-call *inputs* carried inside `messages`.
+        """
+        return self._sdk.tool_calls
+
+    @property
+    def extensions(self) -> Mapping[str, Any]:
+        """Name -> projection registry (mirrors local `run.extensions`)."""
+        return _ProjectionRegistry(self._sdk)
+
+    def abort(self) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        if self._run_id is not None:
+            try:
+                self._client.runs.cancel(self._sdk.thread_id, self._run_id, wait=False)
+            except Exception:
+                logger.debug("abort: runs.cancel failed", exc_info=True)
+        try:
+            self._sdk.close()
+        except Exception:
+            logger.debug("abort: sdk.close failed", exc_info=True)
+
+    def __iter__(self) -> Iterator[Any]:
+        if self._events_iter is None:
+            self._events_iter = iter(self._sdk.events)
+        return self._events_iter
+
+    def interleave(self, *names: str) -> Iterator[tuple[str, Any]]:
+        yield from self._sdk.interleave_projections(list(names))
+
+
+class _AsyncRemoteGraphRunStream:
+    """Async adapter: AsyncThreadStream -> AsyncGraphRunStream surface."""
+
+    def __init__(
+        self,
+        *,
+        client: LangGraphClient,
+        sdk_thread: AsyncThreadStream,
+        input: Any,
+        config: RunnableConfig | None,
+        metadata: dict[str, Any] | None,
+    ) -> None:
+        self._client = client
+        self._sdk = sdk_thread
+        self._start_kwargs: dict[str, Any] = {
+            "input": _translate_command_input(input),
+            "config": config,
+            "metadata": metadata,
+        }
+        self._run_id: str | None = None
+        self._closed = False
+        self._events_aiter: AsyncIterator[Any] | None = None
+
+    async def __aenter__(self) -> _AsyncRemoteGraphRunStream:
+        if self._closed:
+            raise RuntimeError("_AsyncRemoteGraphRunStream already closed")
+        await self._sdk.__aenter__()
+        try:
+            result = await self._sdk.run.start(**self._start_kwargs)
+        except BaseException:
+            await self._sdk.__aexit__(*sys.exc_info())
+            raise
+        self._run_id = result["run_id"]
+        return self
+
+    async def __aexit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc: BaseException | None,
+        tb: TracebackType | None,
+    ) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        await self._sdk.__aexit__(exc_type, exc, tb)
+
+    async def output(self) -> Any:
+        """Drive the remote run to completion and return the final state.
+
+        Awaits the SDK's terminal-state awaitable, matching local
+        `AsyncGraphRunStream.output()` (a method, not a property, so
+        `run.output` without `await` fails at type-check time rather than
+        silently yielding a coroutine).
+        """
+        return await self._sdk.output
+
+    async def interrupted(self) -> bool:
+        """Whether the remote run is currently paused at an interrupt.
+
+        Reads the SDK's current value without blocking. This differs from
+        local `AsyncGraphRunStream.interrupted()`, which drives the run to
+        terminal before returning the flag. Callers that need a
+        wait-for-interrupt pattern should drain a projection (e.g.,
+        `async for snap in stream._sdk.values`) until the SDK's paused
+        sentinel fires, then call this method.
+        """
+        return self._sdk.interrupted
+
+    async def interrupts(self) -> list[Any]:
+        """Current outstanding interrupt payloads.
+
+        Non-blocking; reads the SDK's current snapshot. See `interrupted`
+        for the divergence from local v3 semantics.
+        """
+        return list(self._sdk.interrupts)
+
+    @property
+    def values(self) -> Any:
+        """Live state-snapshot projection (mirrors local `run.values`)."""
+        return self._sdk.values
+
+    @property
+    def messages(self) -> Any:
+        """Live message-stream projection (mirrors local `run.messages`)."""
+        return self._sdk.messages
+
+    @property
+    def subgraphs(self) -> Any:
+        """Subgraph-handle projection (mirrors local `run.subgraphs`)."""
+        return self._sdk.subgraphs
+
+    @property
+    def tool_calls(self) -> Any:
+        """Tool-execution projection (the `tools` channel).
+
+        These are tool *execution* events (started / output / finished),
+        distinct from the tool-call *inputs* carried inside `messages`.
+        """
+        return self._sdk.tool_calls
+
+    @property
+    def extensions(self) -> Mapping[str, Any]:
+        """Name -> projection registry (mirrors local `run.extensions`)."""
+        return _ProjectionRegistry(self._sdk)
+
+    async def abort(self) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        if self._run_id is not None:
+            try:
+                await self._client.runs.cancel(
+                    self._sdk.thread_id, self._run_id, wait=False
+                )
+            except Exception:
+                logger.debug("abort: runs.cancel failed", exc_info=True)
+        try:
+            await self._sdk.close()
+        except Exception:
+            logger.debug("abort: sdk.close failed", exc_info=True)
+
+    def __aiter__(self) -> AsyncIterator[Any]:
+        if self._events_aiter is None:
+            self._events_aiter = self._sdk.events.__aiter__()
+        return self._events_aiter
+
+    # Note: deliberately no `interleave()` on the async adapter. Local
+    # `AsyncGraphRunStream` doesn't have one either (async callers compose
+    # with `asyncio.gather` / `asyncio.as_completed`). The sync adapter
+    # provides `interleave()` because sync callers have no comparable
+    # primitive for iterating multiple iterators concurrently.
@@ -37,13 +37,23 @@ from langgraph._internal._constants import (
 )
 from langgraph._internal._runnable import create_task_in_config_context
 from langgraph._internal._timeout import sync_timeout_unsupported
-from langgraph.errors import GraphBubbleUp, NodeTimeoutError, ParentCommand
+from langgraph.errors import (
+    GraphBubbleUp,
+    NodeCancelledError,
+    NodeTimeoutError,
+    ParentCommand,
+)
 from langgraph.pregel.protocol import StreamProtocol
 from langgraph.runtime import ExecutionInfo, Runtime
 from langgraph.types import Command, PregelExecutableTask, RetryPolicy, TimeoutPolicy

 logger = logging.getLogger(__name__)
 SUPPORTS_EXC_NOTES = sys.version_info >= (3, 11)
+# `asyncio.Task.cancelling()` was added in Python 3.11. It reports the number of
+# pending cancel requests on the task: ``0`` means no external code asked us to
+# cancel — so a ``CancelledError`` observed here was raised by the task body
+# itself (the user's node) rather than by pregel cancelling sibling tasks.
+SUPPORTS_TASK_CANCELLING = sys.version_info >= (3, 11)


 def _timeout_secs(value: float | timedelta) -> float:
@@ -302,6 +312,28 @@ class _IdleProgressCallbackHandler(BaseCallbackHandler):
    on_custom_event = _touch


+def _is_user_raised_cancelled() -> bool:
+    """Return True if the in-flight ``CancelledError`` came from the task body.
+
+    Pregel cancels sibling tasks via ``task.cancel()`` when a peer fails, which
+    increments ``asyncio.Task.cancelling()`` on the target before the cancel
+    actually fires. A user node that calls ``raise asyncio.CancelledError()``
+    from inside its own body raises while ``cancelling() == 0``, which is the
+    signal we use to convert the exception into a regular
+    :class:`NodeCancelledError`.
+
+    Returns ``False`` when we can't tell (``cancelling()`` unavailable, or no
+    current task — neither should happen in practice from ``arun_with_retry``)
+    so framework-initiated cancellation continues to propagate unchanged.
+    """
+    if not SUPPORTS_TASK_CANCELLING:
+        return False
+    current = asyncio.current_task()
+    if current is None:
+        return False
+    return current.cancelling() == 0
+
+
 def _drain_cancelled(task: asyncio.Task[Any]) -> None:
    # Mark the abandoned task's exception as retrieved so asyncio doesn't log it.
    with suppress(asyncio.CancelledError):
@@ -600,6 +632,12 @@ def run_with_retry(
        except GraphBubbleUp:
            # if interrupted, end
            raise
+        except asyncio.CancelledError as exc:
+            # A sync node has no asyncio context, so any ``CancelledError`` that
+            # reaches here was raised by the node body itself. Surface it as a
+            # regular exception so the pregel runner panics the run instead of
+            # treating the task as a silent tear-down (LSD-1507).
+            raise NodeCancelledError(task.name) from exc
        except Exception as exc:
            if SUPPORTS_EXC_NOTES:
                exc.add_note(f"During task with name '{task.name}' and id '{task.id}'")
@@ -736,6 +774,24 @@ async def arun_with_retry(
            # if interrupted, end
            _finish_timed_attempt(config, attempt_ctx)
            raise
+        except asyncio.CancelledError as exc:
+            # ``CancelledError`` reaches us in two very different shapes:
+            #   1. Pregel cancelled this task because a sibling failed
+            #      (``asyncio.Task.cancelling() >= 1``). The framework already
+            #      knows the run is failing and we must let cancellation
+            #      propagate so the watchdog/cleanup code in the runner sees a
+            #      cancelled future.
+            #   2. The node body itself raised ``asyncio.CancelledError`` (
+            #      ``cancelling() == 0``). The runner would otherwise treat
+            #      this as silent tear-down and the run would report
+            #      ``success`` even though the node failed (LSD-1507). Convert
+            #      it into :class:`NodeCancelledError` so it follows the same
+            #      path as any other node failure.
+            if _is_user_raised_cancelled():
+                _finish_timed_attempt(config, attempt_ctx, exc)
+                raise NodeCancelledError(task.name) from exc
+            _finish_timed_attempt(config, attempt_ctx, exc)
+            raise
        except Exception as exc:
            _finish_timed_attempt(config, attempt_ctx, exc)
            if SUPPORTS_EXC_NOTES:
@@ -6,9 +6,13 @@ from typing import Any
 from uuid import UUID

 from langchain_core.runnables import RunnableConfig
-from langgraph.checkpoint.base import CheckpointMetadata, PendingWrite
+from langgraph.checkpoint.base import (
+    EXCLUDED_METADATA_KEYS,
+    CheckpointMetadata,
+    PendingWrite,
+)

-from langgraph._internal._config import patch_checkpoint_map
+from langgraph._internal._config import filter_to_user_tags, patch_checkpoint_map
 from langgraph._internal._constants import (
    CONF,
    CONFIG_KEY_CHECKPOINT_NS,
@@ -40,12 +44,31 @@ def map_debug_tasks(tasks: Iterable[PregelExecutableTask]) -> Iterator[TaskPaylo
        if task.config is not None and TAG_HIDDEN in task.config.get("tags", []):
            continue

-        yield {
+        payload: TaskPayload = {
            "id": task.id,
            "name": task.name,
            "input": task.input,
            "triggers": task.triggers,
        }
+        # Forward user-meaningful metadata only — drop langgraph's internal
+        # framework keys (langgraph_node/step/triggers/path/checkpoint_ns,
+        # thread_id, ...), which are redundant with the task's own fields and
+        # namespace. Keys like `lc_agent_name`, `ls_integration`, and any
+        # user-supplied metadata ride along. Filtered config tags are folded in
+        # under `tags`, mirroring the messages stream handler. (The comprehension
+        # also yields a fresh dict, so mutating `md` doesn't touch task.config.)
+        if task.config is not None:
+            md = {
+                k: v
+                for k, v in (task.config.get("metadata") or {}).items()
+                if k not in EXCLUDED_METADATA_KEYS
+            }
+            filtered_tags = filter_to_user_tags(task.config.get("tags"))
+            if filtered_tags is not None:
+                md["tags"] = filtered_tags
+            if md:
+                payload["metadata"] = md
+        yield payload


 def is_multiple_channel_write(value: Any) -> bool:
@@ -2835,7 +2835,9 @@ class Pregel(
                config[CONF][CONFIG_KEY_DURABILITY] = durability_

            # build server_info from metadata + parent runtime
-            parent_runtime = config[CONF].get(CONFIG_KEY_RUNTIME, DEFAULT_RUNTIME)
+            parent_runtime = _coerce_parent_runtime(
+                config[CONF].get(CONFIG_KEY_RUNTIME, DEFAULT_RUNTIME)
+            )
            server_info = _build_server_info(config, parent_runtime)

            runtime = Runtime(
@@ -3276,7 +3278,9 @@ class Pregel(
                config[CONF][CONFIG_KEY_DURABILITY] = durability_

            # build server_info from metadata + parent runtime
-            parent_runtime = config[CONF].get(CONFIG_KEY_RUNTIME, DEFAULT_RUNTIME)
+            parent_runtime = _coerce_parent_runtime(
+                config[CONF].get(CONFIG_KEY_RUNTIME, DEFAULT_RUNTIME)
+            )
            server_info = _build_server_info(config, parent_runtime)

            runtime = Runtime(
@@ -4253,6 +4257,23 @@ def _resolve_parent_ns(
    return tuple(ns.split(NS_SEP))


+def _coerce_parent_runtime(value: Any) -> Runtime[Any]:
+    """Normalize the value stored under `CONFIG_KEY_RUNTIME` into a `Runtime`.
+
+    During a graph run this is always a `Runtime` the framework created and
+    published for child tasks to inherit. Layers outside the run (for example a
+    server's graph-factory path) may instead seed an object that only carries
+    `context`/`store`. Adopt its `context` so context set at the graph level
+    plumbs through (`merge` lets the run's own `context` take precedence when
+    one is provided). `store` is resolved separately (passed to the graph
+    directly), so it is not read off here. `merge` then combines this with the
+    run's own runtime, including the framework's `control`.
+    """
+    if isinstance(value, Runtime):
+        return value
+    return Runtime(context=getattr(value, "context", None))
+
+
 def _build_server_info(
    config: RunnableConfig, parent_runtime: Runtime[Any]
 ) -> ServerInfo | None:
@@ -55,6 +55,10 @@ from langgraph._internal._constants import (
    NS_SEP,
 )
 from langgraph.errors import GraphInterrupt, ParentCommand
+from langgraph.pregel._remote_run_stream import (
+    _AsyncRemoteGraphRunStream,
+    _RemoteGraphRunStream,
+)
 from langgraph.pregel.protocol import PregelProtocol, StreamProtocol
 from langgraph.types import (
    All,
@@ -80,6 +84,8 @@ _CONF_DROPLIST = frozenset(
    ),
 )

+_V3_SUPPORTED_KWARGS = frozenset({"metadata", "headers"})
+

 def _sanitize_config_value(v: Any) -> Any:
    """Recursively sanitize a config value to ensure it contains only primitives."""
@@ -186,6 +192,34 @@ class RemoteGraph(PregelProtocol):
            )
        return self.sync_client

+    def _reject_v3_unsupported(
+        self,
+        *,
+        control: Any,
+        transformers: Any,
+        interrupt_before: Any,
+        interrupt_after: Any,
+        extra_kwargs: dict[str, Any],
+    ) -> None:
+        """Raise NotImplementedError for kwargs unsupported by the v3 streaming path."""
+        for name, value in (
+            ("control", control),
+            ("transformers", transformers),
+            ("interrupt_before", interrupt_before),
+            ("interrupt_after", interrupt_after),
+        ):
+            if value:
+                raise NotImplementedError(
+                    f"RemoteGraph.stream_events(version='v3') does not support `{name}=`."
+                )
+        unknown = set(extra_kwargs) - _V3_SUPPORTED_KWARGS
+        if unknown:
+            raise NotImplementedError(
+                f"RemoteGraph.stream_events(version='v3') does not support "
+                f"the following kwargs: {sorted(unknown)!r}. "
+                f"Supported: {sorted(_V3_SUPPORTED_KWARGS)!r}."
+            )
+
    def copy(self, update: dict[str, Any]) -> Self:
        attrs = {**self.__dict__, **update}
        return self.__class__(attrs.pop("assistant_id"), **attrs)
@@ -996,21 +1030,104 @@ class RemoteGraph(PregelProtocol):
            else:
                yield chunk

+    def stream_events(
+        self,
+        input: Any,
+        config: RunnableConfig | None = None,
+        *,
+        version: Literal["v1", "v2", "v3"] = "v2",
+        interrupt_before: All | Sequence[str] | None = None,
+        interrupt_after: All | Sequence[str] | None = None,
+        control: Any = None,
+        transformers: Sequence[Any] | None = None,
+        headers: dict[str, str] | None = None,
+        **kwargs: Any,
+    ) -> Any:
+        """Stream events from this remote graph.
+
+        For `version="v3"`, returns a `_RemoteGraphRunStream` whose surface
+        matches the local `GraphRunStream`. For other versions, delegates to
+        `Runnable.stream_events`.
+        """
+        if version != "v3":
+            return super().stream_events(input, config, version=version, **kwargs)
+        self._reject_v3_unsupported(
+            control=control,
+            transformers=transformers,
+            interrupt_before=interrupt_before,
+            interrupt_after=interrupt_after,
+            extra_kwargs=kwargs,
+        )
+        sync_client = self._validate_sync_client()
+        sanitized = self._sanitize_config(merge_configs(self.config, config))
+        thread_id = sanitized.get("configurable", {}).pop("thread_id", None)
+        merged_headers = (
+            _merge_tracing_headers(headers) if self.distributed_tracing else headers
+        )
+        sdk_thread = sync_client.threads.stream(
+            thread_id=thread_id,
+            assistant_id=self.assistant_id,
+            headers=merged_headers,
+        )
+        return _RemoteGraphRunStream(
+            sync_client=sync_client,
+            sdk_thread=sdk_thread,
+            input=input,
+            config=sanitized,
+            metadata=kwargs.get("metadata"),
+        )
+
    async def astream_events(
        self,
        input: Any,
        config: RunnableConfig | None = None,
        *,
-        version: Literal["v1", "v2"],
-        include_names: Sequence[All] | None = None,
-        include_types: Sequence[All] | None = None,
-        include_tags: Sequence[All] | None = None,
-        exclude_names: Sequence[All] | None = None,
-        exclude_types: Sequence[All] | None = None,
-        exclude_tags: Sequence[All] | None = None,
+        version: Literal["v1", "v2", "v3"] = "v2",
+        interrupt_before: All | Sequence[str] | None = None,
+        interrupt_after: All | Sequence[str] | None = None,
+        control: Any = None,
+        transformers: Sequence[Any] | None = None,
+        headers: dict[str, str] | None = None,
        **kwargs: Any,
-    ) -> AsyncIterator[dict[str, Any]]:
-        raise NotImplementedError
+    ) -> Any:
+        """Async-stream events from this remote graph.
+
+        For `version="v3"`, awaits to an `_AsyncRemoteGraphRunStream`, matching
+        the local `Pregel.astream_events(version="v3")` awaitable contract:
+        `async with await rg.astream_events(..., version="v3") as run`. For
+        `version="v1"`/`"v2"`, raises NotImplementedError (use `astream`).
+        """
+        if version != "v3":
+            raise NotImplementedError(
+                f"RemoteGraph.astream_events(version={version!r}) is not "
+                "implemented; use astream() for v1/v2 streaming or "
+                "version='v3'."
+            )
+        self._reject_v3_unsupported(
+            control=control,
+            transformers=transformers,
+            interrupt_before=interrupt_before,
+            interrupt_after=interrupt_after,
+            extra_kwargs=kwargs,
+        )
+        client = self._validate_client()
+        sanitized = self._sanitize_config(merge_configs(self.config, config))
+        thread_id = sanitized.get("configurable", {}).pop("thread_id", None)
+        merged_headers = (
+            _merge_tracing_headers(headers) if self.distributed_tracing else headers
+        )
+        sdk_thread = client.threads.stream(
+            thread_id=thread_id,
+            assistant_id=self.assistant_id,
+            headers=merged_headers,
+        )
+        return _AsyncRemoteGraphRunStream(
+            client=client,
+            sdk_thread=sdk_thread,
+            input=input,
+            config=sanitized,
+            metadata=kwargs.get("metadata"),
+        )

    @overload
    def invoke(
@@ -35,7 +35,7 @@ class ProtocolEvent(TypedDict):
    """

    type: Literal["event"]
-    eventId: NotRequired[str]
+    event_id: NotRequired[str]  # snake_case to match the langchain-protocol wire field
    seq: NotRequired[int]
    method: str  # StreamMode value: "values", "messages", "custom", etc.
    params: _ProtocolEventParams
@@ -9,7 +9,7 @@ from langchain_core.language_models.chat_model_stream import (
    ChatModelStream,
 )
 from langchain_core.messages import AIMessageChunk, BaseMessage, ToolMessage
-from langchain_protocol.protocol import MessagesData
+from langchain_protocol.protocol import LifecycleCause, MessagesData
 from typing_extensions import NotRequired, TypedDict

 from langgraph.errors import GraphDrained, GraphInterrupt
@@ -366,6 +366,7 @@ class LifecyclePayload(TypedDict, total=False):
    namespace: list[str]
    graph_name: NotRequired[str]
    trigger_call_id: NotRequired[str]
+    cause: NotRequired[LifecycleCause]
    error: NotRequired[str]


@@ -406,6 +407,23 @@ class _TasksLifecycleBase(StreamTransformer):
        # Maps tracked namespace -> task_id of the parent task whose
        # `TaskResultPayload` will close it.
        self._open: dict[tuple[str, ...], str] = {}
+        # lc_agent_name observed at each namespace (first task event wins).
+        # Not read by the base discriminator (which only checks whether the
+        # current task carries an lc_agent_name); maintained as extension state
+        # for subclasses that project named subagents — e.g. a `run.subagents`
+        # transformer reads this to filter to nested runs that have a name.
+        self._lc_by_ns: dict[tuple[str, ...], str | None] = {}
+        # Pregel task_id -> triggering LLM tool_call_id, harvested from a task
+        # whose `input` is a `tool_call_with_context` dict (current shape) or a
+        # list of tool-call dicts (legacy shape). The child subgraph's segment
+        # `node:<task_id>` shares this task_id, so a subagent recovers the tool
+        # call that spawned it (cross-payload).
+        self._pending_tool_calls: dict[str, str] = {}
+        # `cause` for the current `_on_started` dispatch, set immediately before
+        # the call and read by overrides that surface it. Keeping `cause` off the
+        # `_on_started` signature means overrides predating it (e.g. deepagents'
+        # `SubagentTransformer`) don't break.
+        self._pending_cause: LifecycleCause | None = None

    # --- Template-method hooks (subclass overrides) ---

@@ -419,7 +437,10 @@ class _TasksLifecycleBase(StreamTransformer):
        graph_name: str | None,
        trigger_call_id: str | None,
    ) -> None:
-        """Fired once per discovered namespace (first observed task event)."""
+        """Fired once per discovered namespace (first observed task event).
+
+        The triggering `cause` (if any) is available as `self._pending_cause`.
+        """
        raise NotImplementedError

    def _on_terminal(
@@ -443,18 +464,84 @@ class _TasksLifecycleBase(StreamTransformer):
        if "result" in data:
            self._handle_task_result(ns, data)
        else:
-            self._handle_task_start(ns)
+            self._record_identity(ns, data)
+            self._record_pending_tool_calls(data)
+            self._handle_task_start(ns, data)
        # Tasks events are folded into the synthesized projections;
        # suppress from the main event log so iterators don't double-see
        # the same information in two shapes.
        return False

-    def _handle_task_start(self, ns: tuple[str, ...]) -> None:
+    def _record_identity(self, ns: tuple[str, ...], data: dict[str, Any]) -> None:
+        """Record this namespace's `lc_agent_name` (first task event wins).
+
+        Runs for every task-start event, including `ns == self.scope` and
+        tracked children. Pregel emits parent-namespace tasks before
+        child-namespace tasks, so under that ordering the parent's identity is
+        recorded by the time a child event is evaluated in `_handle_task_start`.
+        """
+        if ns in self._lc_by_ns:
+            return
+        metadata = data.get("metadata") or {}
+        self._lc_by_ns[ns] = metadata.get("lc_agent_name")
+
+    def _record_pending_tool_calls(self, data: dict[str, Any]) -> None:
+        """Harvest a task's triggering tool_call_id keyed by its task id.
+
+        A tool-dispatch task seeds `task_id -> tool_call_id`; the spawned
+        subgraph's namespace segment `node:<task_id>` shares that id, letting
+        a subagent recover the tool call that caused it across payloads. Two
+        input shapes are handled: the current Pregel push model schedules each
+        tool call as its own task whose `input` is a `tool_call_with_context`
+        dict, while a legacy / batched model passes a list of tool-call dicts.
+        """
+        task_id = data.get("id")
+        if not isinstance(task_id, str):
+            return
+        payload = data.get("input")
+        tool_call_id: str | None = None
+        # Current langgraph schedules each tool call as its own push task
+        # whose input is a `tool_call_with_context` dict.
+        if isinstance(payload, dict) and isinstance(payload.get("tool_call"), dict):
+            candidate = payload["tool_call"].get("id")
+            if isinstance(candidate, str):
+                tool_call_id = candidate
+        # Legacy / batched shape: input is a list of tool-call dicts.
+        elif isinstance(payload, list):
+            for tc in payload:
+                if isinstance(tc, dict) and isinstance(tc.get("id"), str):
+                    tool_call_id = tc["id"]  # first wins
+                    break
+        if tool_call_id is not None:
+            self._pending_tool_calls[task_id] = tool_call_id
+
+    def _handle_task_start(self, ns: tuple[str, ...], data: dict[str, Any]) -> None:
        if not self._should_track(ns) or ns in self._seen:
            return
        self._seen.add(ns)
-        graph_name, trigger_call_id = _parse_ns_segment(ns[-1])
-        self._on_started(ns, graph_name or None, trigger_call_id)
+        parsed_name, trigger_call_id = _parse_ns_segment(ns[-1])
+        metadata = data.get("metadata") or {}
+        child_lc = metadata.get("lc_agent_name")
+        # A subagent boundary is any nested run carrying an lc_agent_name (set
+        # by create_agent). Unnamed runs (lc_agent_name None) are excluded.
+        #
+        # A same-named nested agent — e.g. a subagent that invokes itself — is
+        # surfaced because it re-asserts its own lc_agent_name. The trade-off:
+        # a non-agent subgraph invoked inside a tool inherits the parent's
+        # lc_agent_name and will also surface (named after the parent). A caller
+        # that needs to exclude such a graph can null lc_agent_name in the
+        # config it invokes that graph with.
+        is_subagent = child_lc is not None
+        graph_name = child_lc if is_subagent else (parsed_name or None)
+        cause: LifecycleCause | None = None
+        if is_subagent and trigger_call_id is not None:
+            tool_call_id = self._pending_tool_calls.get(trigger_call_id)
+            if tool_call_id:
+                cause = {"type": "toolCall", "tool_call_id": str(tool_call_id)}
+        # Deliver `cause` via instance state, not the call signature, so
+        # `_on_started` stays backward-compatible with overrides predating it.
+        self._pending_cause = cause
+        self._on_started(ns, graph_name, trigger_call_id)
        if trigger_call_id is not None:
            self._open[ns] = trigger_call_id

@@ -563,6 +650,9 @@ class LifecycleTransformer(_TasksLifecycleBase):
        if graph_name:
            payload["graph_name"] = graph_name
        payload["trigger_call_id"] = trigger_call_id
+        cause = self._pending_cause
+        if cause is not None:
+            payload["cause"] = cause
        self._channel.push(payload)

    def _on_terminal(
@@ -633,6 +723,9 @@ class SubgraphTransformer(_TasksLifecycleBase):
        except RuntimeError:
            return
        handle_cls = AsyncSubgraphRunStream if child_mux.is_async else SubgraphRunStream
+        # The triggering `cause` (on `self._pending_cause`) is a wire/lifecycle
+        # concern carried on `LifecyclePayload`; the in-process subgraph
+        # navigation handle does not expose it.
        handle = handle_cls(
            mux=child_mux,
            path=ns,
@@ -737,7 +830,12 @@ class SubgraphTransformer(_TasksLifecycleBase):
                for child_ns, status, error in self._pop_terminal_transitions(ns, data):
                    await self._aon_terminal(child_ns, status, error)
            else:
-                self._handle_task_start(ns)
+                # Mirror the sync `process` bookkeeping so the async lane
+                # observes parent identity / tool calls before discriminating
+                # a subagent boundary.
+                self._record_identity(ns, data)
+                self._record_pending_tool_calls(data)
+                self._handle_task_start(ns, data)
            keep = False
        else:
            keep = True
@@ -150,6 +150,16 @@ class TaskPayload(TypedDict):
    """Input data passed to the task."""
    triggers: list[str]
    """List of triggers that caused this task to be executed (e.g. channel writes)."""
+    metadata: NotRequired[dict[str, Any]]
+    """Framework-resolved metadata associated with the task.
+
+    Generic dict carrier following the messages-stream pattern. Populated by
+    `map_debug_tasks` from `task.config["metadata"]` when non-empty, so the
+    same keys `stream_mode="messages"` consumers see (e.g. `lc_agent_name`,
+    `langgraph_node`, `langgraph_step`) are available to stream transformers.
+
+    Consumers should ignore unrecognized keys.
+    """


 class TaskResultPayload(TypedDict):
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph"
-version = "1.2.1"
+version = "1.2.4"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"
@@ -26,7 +26,7 @@ classifiers = [
 dependencies = [
    "langchain-core>=1.4.0,<2",
    "langgraph-checkpoint>=4.1.0,<5.0.0",
-    "langgraph-sdk>=0.3.0,<0.4.0",
+    "langgraph-sdk>=0.4.2,<0.5.0",
    "langgraph-prebuilt>=1.1.0,<1.2.0",
    "xxhash>=3.5.0",
    "pydantic>=2.7.4",
@@ -1,7 +1,8 @@
 import pytest
-from langchain_core.callbacks import AsyncCallbackManager
+from langchain_core.callbacks import AsyncCallbackManager, BaseCallbackHandler

 from langgraph._internal._config import get_async_callback_manager_for_config
+from langgraph.graph import StateGraph

 pytestmark = pytest.mark.anyio

@@ -17,3 +18,99 @@ def test_new_async_manager_merges_tags_with_config() -> None:
    config = {"callbacks": None, "tags": ["a"]}
    manager = get_async_callback_manager_for_config(config, tags=["b"])
    assert manager.inheritable_tags == ["a", "b"]
+
+
+class _TrackingCallback(BaseCallbackHandler):
+    def __init__(self) -> None:
+        self.called = False
+
+    def on_chain_start(self, *args, **kwargs) -> None:  # noqa: ANN002, ANN003
+        self.called = True
+
+
+async def test_with_config_callbacks_preserved_in_astream_events() -> None:
+    """A callback bound via .with_config(...) must survive when
+    astream_events injects its own internal callback handler.
+
+    Pre-fix: ensure_config overwrites the callbacks key, dropping the
+    bound handler. Post-fix: the handler list is merged.
+    """
+    builder = StateGraph(dict)
+    builder.add_node("node", lambda state: state)
+    builder.add_edge("__start__", "node")
+    cb = _TrackingCallback()
+    graph = builder.compile().with_config({"callbacks": [cb]})
+    async for _ in graph.astream_events({}, version="v2"):
+        pass
+    assert cb.called, "user-bound callback was dropped by ensure_config overwrite"
+
+
+async def test_with_config_configurable_preserved_on_invoke() -> None:
+    """A configurable key bound via .with_config(...) must survive when
+    invoke-time config supplies a different configurable key.
+
+    Pre-fix: ensure_config overwrites the entire configurable dict.
+    Post-fix: the two dicts are shallow-merged per key.
+    """
+    builder = StateGraph(dict)
+    captured: dict = {}
+
+    def node(state, config):  # noqa: ANN001
+        captured.update(config.get("configurable") or {})
+        return state
+
+    builder.add_node("node", node)
+    builder.add_edge("__start__", "node")
+    graph = builder.compile().with_config({"configurable": {"ls_agent_type": "root"}})
+    await graph.ainvoke({}, {"configurable": {"thread_id": "T1"}})
+    assert captured.get("ls_agent_type") == "root", (
+        "bound configurable key was dropped by ensure_config overwrite"
+    )
+    assert captured.get("thread_id") == "T1", "invoke-time key not present"
+
+
+async def test_with_config_metadata_preserved_on_invoke() -> None:
+    """A metadata key bound via .with_config(...) must survive when
+    invoke-time config supplies a different metadata key.
+
+    Pre-fix: ensure_config overwrites the entire metadata dict.
+    Post-fix: the two dicts are shallow-merged per key.
+    """
+    builder = StateGraph(dict)
+    captured: dict = {}
+
+    def node(state, config):  # noqa: ANN001
+        captured.update(config.get("metadata") or {})
+        return state
+
+    builder.add_node("node", node)
+    builder.add_edge("__start__", "node")
+    graph = builder.compile().with_config({"metadata": {"user_id": "U1"}})
+    await graph.ainvoke({}, {"metadata": {"correlation_id": "C1"}})
+    assert captured.get("user_id") == "U1", (
+        "bound metadata key was dropped by ensure_config overwrite"
+    )
+    assert captured.get("correlation_id") == "C1", "invoke-time key not present"
+
+
+async def test_with_config_tags_preserved_on_invoke() -> None:
+    """Tags bound via .with_config(...) must survive when invoke-time
+    config supplies its own tags.
+
+    Pre-fix: ensure_config overwrites the entire tags list.
+    Post-fix: tags are concatenated (matching merge_configs behavior;
+    no deduplication, no sorting).
+    """
+    builder = StateGraph(dict)
+    captured: list = []
+
+    def node(state, config):  # noqa: ANN001
+        captured.extend(config.get("tags") or [])
+        return state
+
+    builder.add_node("node", node)
+    builder.add_edge("__start__", "node")
+    graph = builder.compile().with_config({"tags": ["bound"]})
+    await graph.ainvoke({}, {"tags": ["invoke"]})
+    assert "bound" in captured, "bound tag was dropped by ensure_config overwrite"
+    assert "invoke" in captured, "invoke-time tag not present"
@@ -0,0 +1,140 @@
+"""ensure_message_ids() assigns stable UUIDs to id=None BaseMessages
+before DeltaChannel writes are serialised to the checkpoint.
+
+Without this, the checkpoint stores id=None and every get_state() replay
+produces a different UUID — the same HumanMessage appears with a different
+ID in each LangSmith trace / on every resumed invocation.
+"""
+
+from __future__ import annotations
+
+from typing import Annotated, Any
+
+import pytest
+from langchain_core.messages import AIMessage, AnyMessage, HumanMessage
+from langgraph.checkpoint.memory import InMemorySaver
+from typing_extensions import TypedDict
+
+from langgraph.channels.delta import DeltaChannel
+from langgraph.graph import END, START, StateGraph
+
+pytestmark = pytest.mark.anyio
+
+
+def _append_reducer(
+    state: list[AnyMessage], writes: list[list[AnyMessage]]
+) -> list[AnyMessage]:
+    """Simple append — no ID assignment. IDs come from ensure_message_ids()."""
+    result = list(state)
+    for w in writes:
+        if isinstance(w, list):
+            result.extend(w)
+        else:
+            result.append(w)  # type: ignore[arg-type]
+    return result
+
+
+def _build_graph(checkpointer: Any) -> Any:
+    State = TypedDict(  # noqa: UP013
+        "State",
+        {
+            "messages": Annotated[
+                list, DeltaChannel(_append_reducer, snapshot_frequency=50)
+            ]
+        },
+    )  # type: ignore[call-overload]
+
+    def agent(state: dict) -> dict:
+        return {"messages": [AIMessage(content="reply", id="ai-1")]}
+
+    return (
+        StateGraph(State)
+        .add_node("agent", agent)
+        .add_edge(START, "agent")
+        .add_edge("agent", END)
+        .compile(checkpointer=checkpointer)
+    )
+
+
+def test_delta_channel_message_gets_id_and_stays_stable() -> None:
+    """Messages written with id=None must receive a stable UUID.
+
+    ensure_message_ids() is called in put_writes() before the background
+    thread serialises DeltaChannel writes. The checkpoint stores the
+    assigned UUID, so every get_state() replay sees the same ID.
+    """
+    saver = InMemorySaver()
+    graph = _build_graph(saver)
+    config = {"configurable": {"thread_id": "id-stability"}}
+
+    graph.invoke({"messages": [HumanMessage(content="hello")]}, config)
+
+    ids = [
+        next(
+            m.id
+            for m in graph.get_state(config).values["messages"]
+            if isinstance(m, HumanMessage)
+        )
+        for _ in range(3)
+    ]
+
+    assert ids[0] is not None, "ensure_message_ids should have assigned a UUID"
+    assert len(set(ids)) == 1, (
+        f"HumanMessage id must be stable across get_state() calls; "
+        f"got {ids}. The checkpoint is storing id=None."
+    )
+
+
+async def test_delta_channel_message_gets_id_and_stays_stable_async() -> None:
+    """Same check via ainvoke (AsyncPregelLoop path)."""
+    saver = InMemorySaver()
+    graph = _build_graph(saver)
+    config = {"configurable": {"thread_id": "id-stability-async"}}
+
+    await graph.ainvoke({"messages": [HumanMessage(content="hello")]}, config)
+
+    ids = [
+        next(
+            m.id
+            for m in (await graph.aget_state(config)).values["messages"]
+            if isinstance(m, HumanMessage)
+        )
+        for _ in range(3)
+    ]
+
+    assert ids[0] is not None, "ensure_message_ids should have assigned a UUID"
+    assert len(set(ids)) == 1, (
+        f"Async path: HumanMessage id unstable across aget_state() calls: {ids}"
+    )
+
+
+def test_delta_channel_dict_style_message_gets_stable_id() -> None:
+    """Dict-style inputs (API / over-the-wire format) must also get stable IDs.
+
+    When the graph is invoked via the LangGraph API the input arrives as a raw
+    dict {"role": "user", "content": "..."} rather than a BaseMessage object.
+    ensure_message_ids() must coerce those dicts to typed BaseMessages and
+    stamp a UUID so the checkpoint never stores an id-less message.
+    """
+    saver = InMemorySaver()
+    graph = _build_graph(saver)
+    config = {"configurable": {"thread_id": "dict-id-stability"}}
+
+    # Invoke with a raw dict (the format LangGraph API sends)
+    graph.invoke({"messages": [{"role": "user", "content": "hello"}]}, config)
+
+    ids = [
+        next(
+            m.id
+            for m in graph.get_state(config).values["messages"]
+            if isinstance(m, HumanMessage)
+        )
+        for _ in range(3)
+    ]
+
+    assert ids[0] is not None, (
+        "dict-style message should have been coerced and assigned a UUID"
+    )
+    assert len(set(ids)) == 1, (
+        f"dict-style HumanMessage id must be stable across get_state() calls; got {ids}"
+    )
@@ -0,0 +1,185 @@
+"""Tests for langgraph.pregel.debug helpers."""
+
+from __future__ import annotations
+
+from langgraph.pregel.debug import map_debug_tasks
+
+
+class _FakeTask:
+    """Minimal stand-in for PregelExecutableTask covering only what map_debug_tasks reads."""
+
+    def __init__(
+        self,
+        *,
+        id: str,
+        name: str,
+        input: object,
+        triggers: list[str],
+        config: dict | None,
+    ) -> None:
+        self.id = id
+        self.name = name
+        self.input = input
+        self.triggers = triggers
+        self.config = config
+
+
+def test_map_debug_tasks_forwards_metadata_when_present() -> None:
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config={"metadata": {"lc_agent_name": "weather_agent"}},
+    )
+    payloads = list(map_debug_tasks([task]))
+    assert len(payloads) == 1
+    payload = payloads[0]
+    assert payload["id"] == "t1"
+    assert payload["name"] == "tools"
+    assert payload["metadata"] == {"lc_agent_name": "weather_agent"}
+
+
+def test_map_debug_tasks_omits_metadata_when_empty() -> None:
+    # Empty metadata dict in config: don't include metadata in the payload.
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config={"metadata": {}},
+    )
+    payloads = list(map_debug_tasks([task]))
+    assert "metadata" not in payloads[0]
+
+
+def test_map_debug_tasks_omits_metadata_when_absent() -> None:
+    # No metadata key in config: don't include metadata in the payload.
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config={},
+    )
+    payloads = list(map_debug_tasks([task]))
+    assert "metadata" not in payloads[0]
+
+
+def test_map_debug_tasks_handles_none_config() -> None:
+    # task.config can be None; should not crash.
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config=None,
+    )
+    payloads = list(map_debug_tasks([task]))
+    assert len(payloads) == 1
+    assert "metadata" not in payloads[0]
+
+
+def test_map_debug_tasks_filters_framework_metadata_keys() -> None:
+    """Internal framework keys are dropped from the forwarded metadata; only
+    user-meaningful keys (lc_agent_name, ls_integration, user metadata) ride
+    along. The framework keys (langgraph_*, thread_id, checkpoint_*) are
+    redundant with the task's own fields/namespace.
+    """
+    md = {
+        "lc_agent_name": "weather_agent",
+        "ls_integration": "langchain_create_agent",
+        "my_user_key": "x",
+        "thread_id": "thread-1",
+        "langgraph_step": 1,
+        "langgraph_node": "tools",
+        "langgraph_path": ("__pregel_pull", "tools"),
+        "langgraph_checkpoint_ns": "tools:abc",
+        "checkpoint_ns": "",
+    }
+    task = _FakeTask(
+        id="t1", name="tools", input=[], triggers=["x"], config={"metadata": md}
+    )
+    payload = next(iter(map_debug_tasks([task])))
+    assert payload["metadata"] == {
+        "lc_agent_name": "weather_agent",
+        "ls_integration": "langchain_create_agent",
+        "my_user_key": "x",
+    }
+
+
+def test_map_debug_tasks_omits_metadata_when_only_framework_keys() -> None:
+    """A task whose metadata is entirely framework keys (e.g. a plain
+    StateGraph node) yields no `metadata` key after filtering.
+    """
+    md = {
+        "thread_id": "thread-1",
+        "langgraph_step": 1,
+        "langgraph_node": "worker",
+        "langgraph_checkpoint_ns": "worker:abc",
+        "checkpoint_ns": "",
+    }
+    task = _FakeTask(
+        id="t1", name="worker", input=[], triggers=["x"], config={"metadata": md}
+    )
+    payload = next(iter(map_debug_tasks([task])))
+    assert "metadata" not in payload
+
+
+def test_map_debug_tasks_metadata_is_copied_not_referenced() -> None:
+    """Mutating the source config after emission must not affect the
+    payload — TaskPayload.metadata is a defensive copy.
+    """
+    md = {"lc_agent_name": "a"}
+    task = _FakeTask(
+        id="t1", name="tools", input=[], triggers=["x"], config={"metadata": md}
+    )
+    payload = next(iter(map_debug_tasks([task])))
+    md["lc_agent_name"] = "MUTATED"
+    assert payload["metadata"]["lc_agent_name"] == "a"
+
+
+def test_map_debug_tasks_folds_filtered_tags_into_metadata() -> None:
+    """Config tags are folded into TaskPayload.metadata under `tags`, with
+    langchain's internal `seq:step:*` tags filtered out — mirroring the
+    messages stream handler so both channels surface the same tag set."""
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config={
+            "metadata": {"lc_agent_name": "weather_agent"},
+            "tags": ["seq:step:1", "user-tag", "session-123"],
+        },
+    )
+    payload = next(iter(map_debug_tasks([task])))
+    assert payload["metadata"]["lc_agent_name"] == "weather_agent"
+    assert payload["metadata"]["tags"] == ["user-tag", "session-123"]
+
+
+def test_map_debug_tasks_omits_tags_when_only_seq_step() -> None:
+    """If the only tags are internal `seq:step:*` markers, no `tags` key is
+    added (matches the messages handler's `if filtered_tags:` guard)."""
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config={"metadata": {"lc_agent_name": "a"}, "tags": ["seq:step:1"]},
+    )
+    payload = next(iter(map_debug_tasks([task])))
+    assert "tags" not in payload["metadata"]
+
+
+def test_map_debug_tasks_adds_tags_even_without_other_metadata() -> None:
+    """Filtered tags surface even when config has no metadata dict."""
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config={"tags": ["user-tag"]},
+    )
+    payload = next(iter(map_debug_tasks([task])))
+    assert payload["metadata"] == {"tags": ["user-tag"]}
@@ -0,0 +1,658 @@
+from __future__ import annotations
+
+from unittest.mock import AsyncMock, MagicMock
+
+import pytest
+
+from langgraph.pregel._remote_run_stream import (
+    _AsyncRemoteGraphRunStream,
+    _ChannelProjection,
+    _ProjectionRegistry,
+    _RemoteGraphRunStream,
+    _translate_command_input,
+)
+from langgraph.pregel.remote import (
+    _V3_SUPPORTED_KWARGS,
+    RemoteGraph,
+)
+from langgraph.types import Command
+
+
+def _make_sync_adapter(*, run_start_returns=None, run_start_raises=None):
+    sync_client = MagicMock()
+    sdk_thread = MagicMock()
+    sdk_thread.thread_id = "thread-abc"
+    sdk_thread.__enter__ = MagicMock(return_value=sdk_thread)
+    sdk_thread.__exit__ = MagicMock(return_value=None)
+    sdk_thread.run = MagicMock()
+    if run_start_raises is not None:
+        sdk_thread.run.start = MagicMock(side_effect=run_start_raises)
+    else:
+        sdk_thread.run.start = MagicMock(
+            return_value=run_start_returns or {"run_id": "run-xyz"}
+        )
+    adapter = _RemoteGraphRunStream(
+        sync_client=sync_client,
+        sdk_thread=sdk_thread,
+        input={"x": 1},
+        config={"configurable": {}},
+        metadata=None,
+    )
+    return adapter, sync_client, sdk_thread
+
+
+def test_enter_calls_sdk_enter_then_run_start_and_captures_run_id():
+    adapter, _, sdk_thread = _make_sync_adapter()
+    with adapter as stream:
+        assert stream is adapter
+        sdk_thread.__enter__.assert_called_once()
+        sdk_thread.run.start.assert_called_once_with(
+            input={"x": 1}, config={"configurable": {}}, metadata=None
+        )
+        assert adapter._run_id == "run-xyz"
+
+
+def test_exit_delegates_to_sdk_exit_with_exc_info():
+    adapter, _, sdk_thread = _make_sync_adapter()
+    with adapter:
+        pass
+    sdk_thread.__exit__.assert_called_once_with(None, None, None)
+
+
+def test_enter_unwinds_sdk_cm_when_run_start_raises():
+    adapter, _, sdk_thread = _make_sync_adapter(
+        run_start_raises=RuntimeError("start boom")
+    )
+    with pytest.raises(RuntimeError, match="start boom"):
+        with adapter:
+            pytest.fail("body should not run")
+    sdk_thread.__enter__.assert_called_once()
+    sdk_thread.__exit__.assert_called_once()
+    exc_info = sdk_thread.__exit__.call_args.args
+    assert exc_info[0] is RuntimeError
+    assert isinstance(exc_info[1], RuntimeError)
+    assert adapter._run_id is None
+
+
+def test_output_interrupted_interrupts_passthrough():
+    adapter, _, sdk_thread = _make_sync_adapter()
+    sdk_thread.output = {"foo": 1}
+    sdk_thread.interrupted = True
+    sdk_thread.interrupts = [{"interrupt_id": "i1", "namespace": [], "value": "v"}]
+    with adapter as stream:
+        assert stream.output == {"foo": 1}
+        assert stream.interrupted is True
+        assert stream.interrupts == [
+            {"interrupt_id": "i1", "namespace": [], "value": "v"}
+        ]
+
+
+def test_sync_projection_attrs_forward_to_sdk():
+    adapter, _, sdk_thread = _make_sync_adapter()
+    sdk_thread.values = object()
+    sdk_thread.messages = object()
+    sdk_thread.tool_calls = object()
+    sdk_thread.subgraphs = object()
+    with adapter as stream:
+        assert stream.values is sdk_thread.values
+        assert stream.messages is sdk_thread.messages
+        assert stream.tool_calls is sdk_thread.tool_calls
+        assert stream.subgraphs is sdk_thread.subgraphs
+        assert set(stream.extensions) == set(_ProjectionRegistry._NATIVE)
+        assert stream.extensions["values"] is sdk_thread.values
+
+
+def test_projection_registry_typed_decoded_and_custom():
+    sdk = MagicMock()
+    sdk.values = object()
+    sdk.messages = object()
+    sdk.tool_calls = object()
+    sdk.subgraphs = object()
+    custom_named = object()
+    sdk.extensions = {"my_custom": custom_named}
+    registry = _ProjectionRegistry(sdk)
+
+    # Typed channels resolve to the SDK's decoded projections.
+    assert registry["values"] is sdk.values
+    assert registry["tool_calls"] is sdk.tool_calls
+    assert registry["subgraphs"] is sdk.subgraphs
+    # Channels without a typed projection resolve to a decoding _ChannelProjection.
+    ckpt = registry["checkpoints"]
+    assert isinstance(ckpt, _ChannelProjection)
+    assert ckpt._channel == "checkpoints"
+    assert isinstance(registry["updates"], _ChannelProjection)
+    # A non-protocol name is a specific custom-extension channel.
+    assert registry["my_custom"] is custom_named
+    # Enumerable set is the typed + decoded channels (no `lifecycle`, no `debug`).
+    assert list(registry) == [
+        "values",
+        "messages",
+        "tool_calls",
+        "subgraphs",
+        "updates",
+        "checkpoints",
+        "tasks",
+        "custom",
+    ]
+    assert len(registry) == 8
+
+
+def test_channel_projection_decodes_params_data():
+    sdk = MagicMock()
+    # Real wire events carry `method`; the SDK `DataDecoder` yields matching
+    # events' `params.data` and skips dataless and off-channel ones.
+    sdk.subscribe = MagicMock(
+        return_value=iter(
+            [
+                {"method": "checkpoints", "params": {"data": {"n": 1}}},
+                {"method": "checkpoints", "params": {}},  # no data -> skipped
+                {"method": "checkpoints", "params": {"data": {"n": 2}}},
+                {"method": "lifecycle", "params": {"data": {"n": 3}}},  # other channel
+            ]
+        )
+    )
+    proj = _ChannelProjection(sdk, "checkpoints")
+    assert list(proj) == [{"n": 1}, {"n": 2}]
+    sdk.subscribe.assert_called_once_with(["checkpoints"])
+
+
+@pytest.mark.anyio
+async def test_channel_projection_decodes_params_data_async():
+    """Async lane mirrors the sync lane: `async for` over the SDK's async
+    subscription, decoded through the same `DataDecoder`."""
+
+    class _FakeAsyncEvents:
+        def __init__(self, items):
+            self._items = list(items)
+
+        def __aiter__(self):
+            return self
+
+        async def __anext__(self):
+            if not self._items:
+                raise StopAsyncIteration
+            return self._items.pop(0)
+
+    sdk = MagicMock()
+    sdk.subscribe = MagicMock(
+        return_value=_FakeAsyncEvents(
+            [
+                {"method": "checkpoints", "params": {"data": {"n": 1}}},
+                {"method": "checkpoints", "params": {}},  # no data -> skipped
+                {"method": "checkpoints", "params": {"data": {"n": 2}}},
+                {"method": "lifecycle", "params": {"data": {"n": 3}}},  # other channel
+            ]
+        )
+    )
+    proj = _ChannelProjection(sdk, "checkpoints")
+    assert [item async for item in proj] == [{"n": 1}, {"n": 2}]
+    sdk.subscribe.assert_called_once_with(["checkpoints"])
+
+
+def test_sync_adapter_translates_command_input():
+    sync_client = MagicMock()
+    sdk_thread = MagicMock()
+    adapter = _RemoteGraphRunStream(
+        sync_client=sync_client,
+        sdk_thread=sdk_thread,
+        input=Command(resume="go"),
+        config=None,
+        metadata=None,
+    )
+    assert adapter._start_kwargs["input"] == "go"
+
+
+def test_iter_caches_first_subscription():
+    adapter, _, sdk_thread = _make_sync_adapter()
+    fake_events = [object(), object(), object()]
+    sdk_thread.events = iter(fake_events)
+    with adapter as stream:
+        first = iter(stream)
+        second = iter(stream)
+        assert first is second
+        assert list(first) == fake_events
+
+
+def test_abort_cancels_run_and_closes_sdk():
+    adapter, sync_client, sdk_thread = _make_sync_adapter()
+    with adapter as stream:
+        stream.abort()
+        sync_client.runs.cancel.assert_called_once_with(
+            "thread-abc", "run-xyz", wait=False
+        )
+        sdk_thread.close.assert_called_once()
+
+
+def test_abort_before_enter_skips_cancel_but_closes_sdk():
+    adapter, sync_client, sdk_thread = _make_sync_adapter()
+    adapter.abort()
+    sync_client.runs.cancel.assert_not_called()
+    sdk_thread.close.assert_called_once()
+
+
+def test_abort_is_idempotent():
+    adapter, sync_client, sdk_thread = _make_sync_adapter()
+    with adapter as stream:
+        stream.abort()
+        stream.abort()
+        assert sync_client.runs.cancel.call_count == 1
+        assert sdk_thread.close.call_count == 1
+
+
+def test_abort_swallows_cancel_failure_and_still_closes():
+    adapter, sync_client, sdk_thread = _make_sync_adapter()
+    sync_client.runs.cancel.side_effect = RuntimeError("cancel boom")
+    with adapter as stream:
+        stream.abort()
+        sdk_thread.close.assert_called_once()
+
+
+def test_sync_interleave_delegates_to_interleave_projections():
+    adapter, _, sdk_thread = _make_sync_adapter()
+    pairs = [("values", {"x": 1}), ("messages", object())]
+    sdk_thread.interleave_projections.return_value = pairs
+    with adapter as stream:
+        result = list(stream.interleave("values", "messages"))
+    assert result == pairs
+    sdk_thread.interleave_projections.assert_called_once_with(["values", "messages"])
+
+
+def test_async_adapter_has_no_interleave():
+    """Async adapter intentionally lacks `interleave` (mirrors local
+    `AsyncGraphRunStream`, which doesn't have one either). Async callers
+    compose with `asyncio.gather` / `asyncio.as_completed`.
+    """
+    assert not hasattr(_AsyncRemoteGraphRunStream, "interleave")
+
+
+def _make_async_adapter(*, run_start_returns=None, run_start_raises=None):
+    client = MagicMock()
+    client.runs.cancel = AsyncMock()
+    sdk_thread = MagicMock()
+    sdk_thread.thread_id = "thread-abc"
+    sdk_thread.__aenter__ = AsyncMock(return_value=sdk_thread)
+    sdk_thread.__aexit__ = AsyncMock(return_value=None)
+    sdk_thread.close = AsyncMock()
+    sdk_thread.run = MagicMock()
+    if run_start_raises is not None:
+        sdk_thread.run.start = AsyncMock(side_effect=run_start_raises)
+    else:
+        sdk_thread.run.start = AsyncMock(
+            return_value=run_start_returns or {"run_id": "run-xyz"}
+        )
+    adapter = _AsyncRemoteGraphRunStream(
+        client=client,
+        sdk_thread=sdk_thread,
+        input={"x": 1},
+        config={"configurable": {}},
+        metadata=None,
+    )
+    return adapter, client, sdk_thread
+
+
+@pytest.mark.anyio
+async def test_aenter_calls_sdk_aenter_then_run_start_and_captures_run_id():
+    adapter, _, sdk_thread = _make_async_adapter()
+    async with adapter as stream:
+        assert stream is adapter
+        sdk_thread.__aenter__.assert_awaited_once()
+        sdk_thread.run.start.assert_awaited_once_with(
+            input={"x": 1}, config={"configurable": {}}, metadata=None
+        )
+        assert adapter._run_id == "run-xyz"
+
+
+@pytest.mark.anyio
+async def test_aexit_delegates_to_sdk_aexit():
+    adapter, _, sdk_thread = _make_async_adapter()
+    async with adapter:
+        pass
+    sdk_thread.__aexit__.assert_awaited_once_with(None, None, None)
+
+
+@pytest.mark.anyio
+async def test_aenter_unwinds_sdk_cm_when_run_start_raises():
+    adapter, _, sdk_thread = _make_async_adapter(
+        run_start_raises=RuntimeError("start boom")
+    )
+    with pytest.raises(RuntimeError, match="start boom"):
+        async with adapter:
+            pytest.fail("body should not run")
+    sdk_thread.__aenter__.assert_awaited_once()
+    sdk_thread.__aexit__.assert_awaited_once()
+    assert adapter._run_id is None
+
+
+@pytest.mark.anyio
+async def test_async_output_interrupted_interrupts_passthrough():
+    adapter, _, sdk_thread = _make_async_adapter()
+
+    async def _fake_output_awaitable():
+        return {"foo": 1}
+
+    sdk_thread.output = _fake_output_awaitable()
+    sdk_thread.interrupted = True
+    sdk_thread.interrupts = [{"interrupt_id": "i1", "namespace": [], "value": "v"}]
+    async with adapter as stream:
+        assert await stream.output() == {"foo": 1}
+        assert await stream.interrupted() is True
+        assert await stream.interrupts() == [
+            {"interrupt_id": "i1", "namespace": [], "value": "v"}
+        ]
+
+
+@pytest.mark.anyio
+async def test_async_projection_attrs_forward_to_sdk():
+    adapter, _, sdk_thread = _make_async_adapter()
+    sdk_thread.values = object()
+    sdk_thread.messages = object()
+    sdk_thread.tool_calls = object()
+    sdk_thread.subgraphs = object()
+    async with adapter as stream:
+        assert stream.values is sdk_thread.values
+        assert stream.messages is sdk_thread.messages
+        assert stream.tool_calls is sdk_thread.tool_calls
+        assert stream.subgraphs is sdk_thread.subgraphs
+        assert set(stream.extensions) == set(_ProjectionRegistry._NATIVE)
+        assert stream.extensions["messages"] is sdk_thread.messages
+
+
+@pytest.mark.anyio
+async def test_aiter_caches_first_subscription():
+    adapter, _, sdk_thread = _make_async_adapter()
+
+    class _FakeAsyncEvents:
+        def __init__(self, items):
+            self._items = list(items)
+
+        def __aiter__(self):
+            return self
+
+        async def __anext__(self):
+            if not self._items:
+                raise StopAsyncIteration
+            return self._items.pop(0)
+
+    sdk_thread.events = _FakeAsyncEvents([object(), object()])
+    async with adapter as stream:
+        first = stream.__aiter__()
+        second = stream.__aiter__()
+        assert first is second
+
+
+@pytest.mark.anyio
+async def test_async_abort_cancels_run_and_closes_sdk():
+    adapter, client, sdk_thread = _make_async_adapter()
+    async with adapter as stream:
+        await stream.abort()
+        client.runs.cancel.assert_awaited_once_with("thread-abc", "run-xyz", wait=False)
+        sdk_thread.close.assert_awaited_once()
+
+
+@pytest.mark.anyio
+async def test_async_abort_before_aenter_skips_cancel():
+    adapter, client, sdk_thread = _make_async_adapter()
+    await adapter.abort()
+    client.runs.cancel.assert_not_awaited()
+    sdk_thread.close.assert_awaited_once()
+
+
+@pytest.mark.anyio
+async def test_async_abort_swallows_cancel_failure():
+    adapter, client, sdk_thread = _make_async_adapter()
+    client.runs.cancel.side_effect = RuntimeError("cancel boom")
+    async with adapter as stream:
+        await stream.abort()
+        sdk_thread.close.assert_awaited_once()
+
+
+def _make_remote_graph() -> RemoteGraph:
+    sync_client = MagicMock()
+    async_client = MagicMock()
+    rg = RemoteGraph(
+        "agent",
+        client=async_client,
+        sync_client=sync_client,
+    )
+    return rg
+
+
+def test_reject_v3_unsupported_passes_when_all_clear():
+    rg = _make_remote_graph()
+    rg._reject_v3_unsupported(
+        control=None,
+        transformers=None,
+        interrupt_before=None,
+        interrupt_after=None,
+        extra_kwargs={},
+    )
+
+
+@pytest.mark.parametrize(
+    "kwarg_name,kwarg_value",
+    [
+        ("control", object()),
+        ("transformers", [object()]),
+        ("interrupt_before", ["node_a"]),
+        ("interrupt_after", ["node_b"]),
+    ],
+)
+def test_reject_v3_unsupported_raises_per_kwarg(kwarg_name, kwarg_value):
+    rg = _make_remote_graph()
+    kwargs = dict(
+        control=None,
+        transformers=None,
+        interrupt_before=None,
+        interrupt_after=None,
+        extra_kwargs={},
+    )
+    kwargs[kwarg_name] = kwarg_value
+    with pytest.raises(NotImplementedError, match=f"`{kwarg_name}=`"):
+        rg._reject_v3_unsupported(**kwargs)
+
+
+def test_reject_v3_unsupported_raises_on_unknown_extra_kwarg():
+    rg = _make_remote_graph()
+    with pytest.raises(NotImplementedError, match="context"):
+        rg._reject_v3_unsupported(
+            control=None,
+            transformers=None,
+            interrupt_before=None,
+            interrupt_after=None,
+            extra_kwargs={"context": {}},
+        )
+
+
+def test_reject_v3_unsupported_allows_metadata_and_headers():
+    rg = _make_remote_graph()
+    rg._reject_v3_unsupported(
+        control=None,
+        transformers=None,
+        interrupt_before=None,
+        interrupt_after=None,
+        extra_kwargs={"metadata": {"a": 1}, "headers": {"X": "y"}},
+    )
+
+
+def test_translate_command_input_surfaces_raw_resume_value():
+    # The v3 server wraps the resume `input` as {"resume": input} itself, so the
+    # wire `input` must be the raw resume value, not the serialized dataclass.
+    assert _translate_command_input(Command(resume="go")) == "go"
+    assert _translate_command_input(Command(resume={"id": "v"})) == {"id": "v"}
+
+
+def test_translate_command_input_rejects_goto_and_update():
+    with pytest.raises(NotImplementedError, match="goto"):
+        _translate_command_input(Command(goto="node_b"))
+    with pytest.raises(NotImplementedError, match="update"):
+        _translate_command_input(Command(update={"a": 1}))
+
+
+def test_translate_command_input_passes_through_non_command():
+    assert _translate_command_input({"a": 1}) == {"a": 1}
+    assert _translate_command_input(None) is None
+
+
+def test_v3_supported_kwargs_known_set():
+    assert _V3_SUPPORTED_KWARGS == frozenset({"metadata", "headers"})
+
+
+def test_stream_events_v3_constructs_sdk_thread_with_sanitized_args():
+    sync_client = MagicMock()
+    sdk_thread = MagicMock()
+    sync_client.threads.stream.return_value = sdk_thread
+    rg = RemoteGraph(
+        "agent",
+        client=MagicMock(),
+        sync_client=sync_client,
+    )
+    result = rg.stream_events(
+        {"input_key": 1},
+        config={"configurable": {"thread_id": "t1", "user": "u"}},
+        version="v3",
+    )
+    assert isinstance(result, _RemoteGraphRunStream)
+    sync_client.threads.stream.assert_called_once()
+    call = sync_client.threads.stream.call_args
+    assert call.kwargs["thread_id"] == "t1"
+    assert call.kwargs["assistant_id"] == "agent"
+    assert call.kwargs["headers"] is None
+
+
+def test_stream_events_v3_passes_none_thread_id_when_absent():
+    sync_client = MagicMock()
+    sync_client.threads.stream.return_value = MagicMock()
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=sync_client)
+    rg.stream_events({"x": 1}, version="v3")
+    call = sync_client.threads.stream.call_args
+    assert call.kwargs["thread_id"] is None
+
+
+def test_stream_events_v3_rejects_unsupported_kwargs_before_sdk_call():
+    sync_client = MagicMock()
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=sync_client)
+    with pytest.raises(NotImplementedError, match="control"):
+        rg.stream_events({"x": 1}, version="v3", control=object())
+    sync_client.threads.stream.assert_not_called()
+
+
+def test_stream_events_v3_translates_command_input():
+    sync_client = MagicMock()
+    sync_client.threads.stream.return_value = MagicMock()
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=sync_client)
+    # Resume Command surfaces its raw resume value as the wire `input`; the v3
+    # server wraps it as {"resume": input} once it detects the interrupt.
+    adapter = rg.stream_events(Command(resume="go"), version="v3")
+    assert adapter._start_kwargs["input"] == "go"
+
+
+def test_stream_events_v3_rejects_goto_update_command():
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=MagicMock())
+    with pytest.raises(NotImplementedError, match="goto"):
+        rg.stream_events(Command(goto="node_b"), version="v3")
+
+
+def test_stream_events_v3_strips_checkpoint_keys_from_configurable():
+    sync_client = MagicMock()
+    sync_client.threads.stream.return_value = MagicMock()
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=sync_client)
+    adapter = rg.stream_events(
+        {"x": 1},
+        config={
+            "configurable": {
+                "thread_id": "t1",
+                "checkpoint_id": "c1",
+                "checkpoint_ns": "ns",
+                "user": "u",
+            }
+        },
+        version="v3",
+    )
+    sent_config = adapter._start_kwargs["config"]
+    assert "checkpoint_id" not in sent_config["configurable"]
+    assert "checkpoint_ns" not in sent_config["configurable"]
+    assert sent_config["configurable"]["user"] == "u"
+
+
+def test_stream_events_v3_merges_tracing_headers_when_distributed_tracing(
+    monkeypatch,
+):
+    from langgraph.pregel import remote as remote_mod
+
+    sync_client = MagicMock()
+    sync_client.threads.stream.return_value = MagicMock()
+    rg = RemoteGraph(
+        "agent",
+        client=MagicMock(),
+        sync_client=sync_client,
+        distributed_tracing=True,
+    )
+    captured = {}
+
+    def fake_merge(headers):
+        captured["arg"] = headers
+        return {"x-ls-trace": "1", **(headers or {})}
+
+    monkeypatch.setattr(remote_mod, "_merge_tracing_headers", fake_merge)
+    rg.stream_events({"x": 1}, version="v3", headers={"X-Custom": "y"})
+    assert captured["arg"] == {"X-Custom": "y"}
+    sent_headers = sync_client.threads.stream.call_args.kwargs["headers"]
+    assert sent_headers["x-ls-trace"] == "1"
+    assert sent_headers["X-Custom"] == "y"
+
+
+def test_stream_events_v3_passes_headers_unchanged_without_tracing():
+    sync_client = MagicMock()
+    sync_client.threads.stream.return_value = MagicMock()
+    rg = RemoteGraph(
+        "agent",
+        client=MagicMock(),
+        sync_client=sync_client,
+        distributed_tracing=False,
+    )
+    rg.stream_events({"x": 1}, version="v3", headers={"X-Custom": "y"})
+    sent_headers = sync_client.threads.stream.call_args.kwargs["headers"]
+    assert sent_headers == {"X-Custom": "y"}
+
+
+def test_stream_events_non_v3_delegates_to_super():
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=MagicMock())
+    sync_client_attr = rg.sync_client
+    try:
+        rg.stream_events({"x": 1}, version="v2")
+    except Exception:
+        pass
+    sync_client_attr.threads.stream.assert_not_called()
+
+
+@pytest.mark.anyio
+async def test_astream_events_v3_constructs_sdk_thread():
+    client = MagicMock()
+    sdk_thread = MagicMock()
+    client.threads.stream.return_value = sdk_thread
+    rg = RemoteGraph("agent", client=client, sync_client=MagicMock())
+    result = await rg.astream_events(
+        {"x": 1},
+        config={"configurable": {"thread_id": "t1"}},
+        version="v3",
+    )
+    assert isinstance(result, _AsyncRemoteGraphRunStream)
+    call = client.threads.stream.call_args
+    assert call.kwargs["thread_id"] == "t1"
+    assert call.kwargs["assistant_id"] == "agent"
+
+
+@pytest.mark.anyio
+async def test_astream_events_v3_rejects_unsupported_kwargs():
+    client = MagicMock()
+    rg = RemoteGraph("agent", client=client, sync_client=MagicMock())
+    with pytest.raises(NotImplementedError, match="transformers"):
+        await rg.astream_events({"x": 1}, version="v3", transformers=[object()])
+    client.threads.stream.assert_not_called()
+
+
+@pytest.mark.anyio
+async def test_astream_events_non_v3_raises_not_implemented():
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=MagicMock())
+    with pytest.raises(NotImplementedError, match="not implemented"):
+        await rg.astream_events({"x": 1}, version="v2")
@@ -1,4 +1,5 @@
 import asyncio
+import contextlib
 import operator
 import sys
 import threading
@@ -35,7 +36,13 @@ from langgraph._internal._runnable import RunnableCallable
 from langgraph._internal._timeout import coerce_timeout_policy
 from langgraph.channels.ephemeral_value import EphemeralValue
 from langgraph.channels.last_value import LastValue
-from langgraph.errors import GraphInterrupt, NodeError, NodeTimeoutError, ParentCommand
+from langgraph.errors import (
+    GraphInterrupt,
+    NodeCancelledError,
+    NodeError,
+    NodeTimeoutError,
+    ParentCommand,
+)
 from langgraph.func import entrypoint, task
 from langgraph.graph import END, START, StateGraph, add_messages
 from langgraph.pregel import NodeBuilder, Pregel
@@ -63,6 +70,18 @@ NEEDS_CONTEXTVARS = pytest.mark.skipif(
    reason="Python 3.11+ is required for async contextvars support",
 )

+# `asyncio.Task.cancelling()` is Python 3.11+. The LSD-1507 fix in
+# `langgraph/pregel/_retry.py` falls back to a no-op on 3.10 (preserves the
+# existing CancelledError-as-silent-tear-down behaviour) because there is no
+# reliable way to distinguish user-raised from framework-initiated
+# cancellation without that API. Tests for the converted behaviour gate on
+# the same Python version boundary.
+NEEDS_TASK_CANCELLING = pytest.mark.skipif(
+    sys.version_info < (3, 11),
+    reason="LSD-1507 user-cancellation conversion requires Python 3.11+ "
+    "(asyncio.Task.cancelling)",
+)
+

 def test_should_retry_on_single_exception():
    """Test retry with a single exception type."""
@@ -2802,3 +2821,123 @@ def test_error_handler_resumes_after_crash_multiple_nodes():
    assert call_count["handler_b"] == 2  # ran again on resume
    assert "recovered_a:a" in result["results"]
    assert "recovered_b:b" in result["results"]
+
+
+@NEEDS_TASK_CANCELLING
+@pytest.mark.anyio
+async def test_arun_with_retry_user_raised_cancelled_becomes_node_cancelled():
+    class UserCancelsProc:
+        async def ainvoke(self, input, config):
+            raise asyncio.CancelledError("nope")
+
+    task = _make_task(UserCancelsProc(), name="user-cancel")
+
+    with pytest.raises(NodeCancelledError) as excinfo:
+        await arun_with_retry(task, retry_policy=None)
+    assert excinfo.value.node == "user-cancel"
+    # original CancelledError chained for debugging
+    assert isinstance(excinfo.value.__cause__, asyncio.CancelledError)
+
+
+@NEEDS_TASK_CANCELLING
+@pytest.mark.anyio
+async def test_arun_with_retry_user_raised_cancelled_with_timeout_policy():
+    """The timeout path runs the node in a child task; the conversion must
+    still trigger for user-raised ``CancelledError``."""
+
+    class UserCancelsProc:
+        async def ainvoke(self, input, config):
+            raise asyncio.CancelledError
+
+    task = _make_task(
+        UserCancelsProc(), timeout=_idle_timeout(1.0), name="user-cancel-timed"
+    )
+
+    with pytest.raises(NodeCancelledError) as excinfo:
+        await arun_with_retry(task, retry_policy=None)
+    assert excinfo.value.node == "user-cancel-timed"
+
+
+def test_run_with_retry_sync_node_raising_cancelled_becomes_node_cancelled():
+    class SyncUserCancelsProc:
+        def invoke(self, input, config):
+            raise asyncio.CancelledError("sync nope")
+
+    task = _make_task(SyncUserCancelsProc(), timeout=None, name="sync-user-cancel")
+
+    with pytest.raises(NodeCancelledError) as excinfo:
+        run_with_retry(task, retry_policy=None)
+    assert excinfo.value.node == "sync-user-cancel"
+    assert isinstance(excinfo.value.__cause__, asyncio.CancelledError)
+
+
+@NEEDS_TASK_CANCELLING
+@pytest.mark.anyio
+async def test_arun_with_retry_external_cancel_propagates_as_cancelled():
+    """When the asyncio task running ``arun_with_retry`` is cancelled from the
+    outside, the cancellation must still propagate as
+    ``asyncio.CancelledError``. Converting it to ``NodeCancelledError`` would
+    break the runner's ability to cancel sibling tasks during cleanup."""
+
+    started = asyncio.Event()
+    observed: list[BaseException] = []
+
+    class SlowProc:
+        async def ainvoke(self, input, config):
+            started.set()
+            await asyncio.sleep(10.0)
+            return "never"
+
+    task = _make_task(SlowProc(), timeout=None, name="external-cancel")
+
+    async def runner():
+        try:
+            await arun_with_retry(task, retry_policy=None)
+        except BaseException as exc:
+            observed.append(exc)
+            raise
+
+    bg = asyncio.create_task(runner())
+    await started.wait()
+    bg.cancel()
+    # We expect the cancellation to surface to us as well; swallow it here so
+    # the test runner's own task isn't poisoned by the cancel.
+    with contextlib.suppress(asyncio.CancelledError):
+        await bg
+    assert observed, "runner did not observe any exception"
+    # Framework cancellation must remain a CancelledError, not be rewritten as
+    # NodeCancelledError.
+    assert isinstance(observed[0], asyncio.CancelledError)
+    assert not isinstance(observed[0], NodeCancelledError)
+
+
+@NEEDS_TASK_CANCELLING
+@pytest.mark.anyio
+async def test_pregel_user_raised_cancellederror_fails_run():
+    """End-to-end: a two-branch graph where one branch raises
+    ``asyncio.CancelledError`` must fail the run instead of returning
+    a partial-success state. This is the LSD-1507 customer scenario."""
+
+    class _S(TypedDict, total=False):
+        vals: Annotated[list[str], operator.add]
+
+    async def ok(state: _S) -> _S:
+        return {"vals": ["ok"]}
+
+    async def boom(state: _S) -> _S:
+        raise asyncio.CancelledError("user-raised in node body")
+
+    graph = (
+        StateGraph(_S)
+        .add_node("ok", ok)
+        .add_node("boom", boom)
+        .add_edge(START, "ok")
+        .add_edge(START, "boom")
+        .add_edge("ok", END)
+        .add_edge("boom", END)
+        .compile()
+    )
+
+    with pytest.raises(NodeCancelledError) as excinfo:
+        await graph.ainvoke({"vals": []})
+    assert excinfo.value.node == "boom"
@@ -1164,3 +1164,57 @@ def test_execution_info_inherited_by_subgraph() -> None:
    # task_id appears in its own namespace segment
    assert main_info.task_id in main_info.checkpoint_ns
    assert sub_info.task_id in sub_info.checkpoint_ns
+
+
+def test_foreign_object_in_runtime_slot_is_coerced() -> None:
+    """A non-`Runtime` under `CONFIG_KEY_RUNTIME` is adopted, not crashed on,
+    and the `context` it carries is plumbed through.
+
+    Layers outside a run (e.g. a server's graph-factory path, like LangGraph
+    API) seed an object carrying `context`/`store` into the runtime slot. The
+    run must still execute (regression for `AttributeError: '...' object has no
+    attribute 'control'`), and `context` set at that level must reach nodes via
+    `merge` when no per-run `context` is provided. `store` is resolved
+    separately, so it is not read off the foreign object in the coercion.
+    """
+    from langgraph.store.memory import InMemoryStore
+
+    from langgraph._internal._constants import CONFIG_KEY_RUNTIME
+
+    store = InMemoryStore()
+    graph_level_context = {"source": "graph-level"}
+
+    class _ServerLikeRuntime:
+        """Carries context/store but is not a `Runtime` (no control/merge)."""
+
+        def __init__(self) -> None:
+            self.context = graph_level_context
+            self.store = store
+
+    seen: dict[str, Any] = {}
+
+    class State(TypedDict, total=False):
+        text: str
+
+    def echo(state: State, runtime: Runtime) -> State:
+        seen["context"] = runtime.context
+        seen["store"] = runtime.store
+        return {"text": (state.get("text") or "") + " echoed"}
+
+    builder = StateGraph(State)
+    builder.add_node("echo", echo)
+    builder.add_edge(START, "echo")
+    builder.add_edge("echo", END)
+    graph = builder.compile()
+
+    # No per-run `context=`: the graph-level context on the slot must plumb through.
+    result = graph.invoke(
+        {"text": "hi"},
+        {"configurable": {CONFIG_KEY_RUNTIME: _ServerLikeRuntime()}},
+    )
+
+    assert result == {"text": "hi echoed"}
+    # context set at the graph level is plumbed through to the node via merge
+    assert seen["context"] == graph_level_context
+    # store still reaches the node (resolved separately, not via the coercion)
+    assert seen["store"] is store
@@ -25,6 +25,7 @@ from langgraph.stream._mux import StreamMux
 from langgraph.stream.transformers import (
    LifecyclePayload,
    LifecycleTransformer,
+    _TasksLifecycleBase,
 )

 TS = int(time.time() * 1000)
@@ -35,20 +36,25 @@ def _tasks_start(
    *,
    task_id: str,
    name: str,
+    metadata: dict[str, Any] | None = None,
+    input: Any = None,
 ) -> dict[str, Any]:
    """Build a `tasks` ProtocolEvent carrying a TaskPayload (start)."""
+    data: dict[str, Any] = {
+        "id": task_id,
+        "name": name,
+        "input": input,
+        "triggers": [],
+    }
+    if metadata is not None:
+        data["metadata"] = metadata
    return {
        "type": "event",
        "method": "tasks",
        "params": {
            "namespace": namespace,
            "timestamp": TS,
-            "data": {
-                "id": task_id,
-                "name": name,
-                "input": None,
-                "triggers": [],
-            },
+            "data": data,
        },
    }

@@ -404,3 +410,303 @@ def test_stream_events_v3_with_nested_parent_ns_scopes_lifecycle() -> None:
        assert ns[:1] == ("outer:abc",), (
            f"namespace {ns} not within scoped prefix ('outer:abc',)"
        )
+
+
+# ---------------------------------------------------------------------------
+# Parsed-segment fallback (no subagent boundary)
+# ---------------------------------------------------------------------------
+
+
+def test_no_metadata_falls_through_to_existing_behavior() -> None:
+    """Tasks events without metadata produce the same output as before T4."""
+    mux = _build_lifecycle_mux()
+    mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
+
+    [payload] = _drain_lifecycle(mux)
+    assert payload["graph_name"] == "agent"
+    assert payload["trigger_call_id"] == "abc"
+    assert "cause" not in payload
+
+
+def test_empty_metadata_dict_falls_through() -> None:
+    """An explicit empty metadata dict is treated the same as no metadata."""
+    mux = _build_lifecycle_mux()
+    mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool", metadata={}))
+
+    [payload] = _drain_lifecycle(mux)
+    assert payload["graph_name"] == "agent"
+    assert "cause" not in payload
+
+
+# ---------------------------------------------------------------------------
+# Subagent discrimination via lc_agent_name transition
+# ---------------------------------------------------------------------------
+#
+# A nested task is a subagent iff its metadata["lc_agent_name"] is present and
+# differs from its PARENT namespace's lc_agent_name. These tests replicate the
+# empirically-verified `create_agent` stream shape synthetically:
+#
+#   - A supervisor created via `create_agent(name="supervisor")` emits its own
+#     node tasks (model, tools) at ns=(), each with
+#     metadata["lc_agent_name"] == "supervisor".
+#   - The parent `tools` task at ns=() carries a `tool_call_with_context`
+#     dict as its `input` (with the LLM tool_call_id at
+#     input["tool_call"]["id"]) and a task `id`. (A legacy / batched shape
+#     passes a list of tool-call dicts instead; both are exercised below.)
+#   - When a tool body invokes an inner `create_agent(name="weather_agent")`,
+#     the inner agent's node tasks stream at ns=("tools:<taskid>",) with
+#     metadata["lc_agent_name"] == "weather_agent", sharing the SAME <taskid>
+#     as the parent `tools` task.
+#   - A plain StateGraph (no name) inherits the parent's lc_agent_name, so its
+#     child lc == parent lc -> NOT a subagent.
+
+
+def test_lifecycle_uses_lc_agent_name_for_subagent() -> None:
+    """A nested run whose lc_agent_name differs from its parent's is a subagent.
+
+    graph_name becomes the child's lc_agent_name; cause is recovered by joining
+    the child segment's task-id to the parent push task's tool call. This uses
+    the production `tool_call_with_context` dict input shape current langgraph
+    emits (tool_call_id at input["tool_call"]["id"]).
+    """
+    mux = _build_lifecycle_mux()
+    # Supervisor's `tools` push task at scope ns: carries its own lc_agent_name
+    # and a `tool_call_with_context` dict as `input`. Each tool call is its own
+    # push task, and the task id seeds the child segment.
+    mux.push(
+        _tasks_start(
+            [],
+            task_id="tools_task_1",
+            name="tools",
+            metadata={"lc_agent_name": "supervisor"},
+            input={
+                "__type": "tool_call_with_context",
+                "tool_call": {
+                    "name": "call_weather",
+                    "args": {"city": "Boston"},
+                    "id": "call_w",
+                    "type": "tool_call",
+                },
+                "state": {},
+            },
+        )
+    )
+    # Inner weather_agent's first node task streams under the parent `tools`
+    # task's namespace segment (shared task id) with its own lc_agent_name.
+    mux.push(
+        _tasks_start(
+            ["tools:tools_task_1"],
+            task_id="inner_model_1",
+            name="model",
+            metadata={"lc_agent_name": "weather_agent"},
+        )
+    )
+
+    payloads = _drain_lifecycle(mux)
+    started = [p for p in payloads if p["event"] == "started"]
+    [subagent] = [p for p in started if p["namespace"] == ["tools:tools_task_1"]]
+    assert subagent["graph_name"] == "weather_agent", (
+        "graph_name should be the child's lc_agent_name, not the parsed segment"
+    )
+    assert subagent["cause"] == {"type": "toolCall", "tool_call_id": "call_w"}, (
+        "cause should recover the triggering tool_call_id from the parent push "
+        "task's tool_call_with_context input via the shared task id"
+    )
+
+
+def test_lifecycle_subagent_cause_from_legacy_list_input() -> None:
+    """cause recovery also handles the legacy / batched list input shape.
+
+    A parent task whose `input` is a list of tool-call dicts (rather than a
+    `tool_call_with_context` dict) still seeds the tool_call_id join.
+    """
+    mux = _build_lifecycle_mux()
+    mux.push(
+        _tasks_start(
+            [],
+            task_id="tools_task_1",
+            name="tools",
+            metadata={"lc_agent_name": "supervisor"},
+            input=[{"name": "call_weather", "args": {"city": "SF"}, "id": "call_w"}],
+        )
+    )
+    mux.push(
+        _tasks_start(
+            ["tools:tools_task_1"],
+            task_id="inner_model_1",
+            name="model",
+            metadata={"lc_agent_name": "weather_agent"},
+        )
+    )
+
+    payloads = _drain_lifecycle(mux)
+    started = [p for p in payloads if p["event"] == "started"]
+    [subagent] = [p for p in started if p["namespace"] == ["tools:tools_task_1"]]
+    assert subagent["graph_name"] == "weather_agent"
+    assert subagent["cause"] == {"type": "toolCall", "tool_call_id": "call_w"}
+
+
+def test_lifecycle_same_name_nested_run_is_surfaced() -> None:
+    """A nested run whose lc_agent_name matches the parent's is still surfaced.
+
+    A subagent that invokes itself re-asserts its own lc_agent_name, so child
+    lc == parent lc. The discriminator surfaces any nested run carrying an
+    lc_agent_name, so the recursive call is reported (named after the agent,
+    with the triggering tool call as cause).
+
+    Trade-off: a non-agent subgraph that merely inherited the parent's
+    lc_agent_name would also surface here. That is accepted; a caller can null
+    lc_agent_name in the config it invokes such a graph with to exclude it.
+    """
+    mux = _build_lifecycle_mux()
+    mux.push(
+        _tasks_start(
+            [],
+            task_id="tools_task_1",
+            name="tools",
+            metadata={"lc_agent_name": "weather_agent"},
+            input={
+                "__type": "tool_call_with_context",
+                "tool_call": {
+                    "name": "recurse",
+                    "args": {},
+                    "id": "call_x",
+                    "type": "tool_call",
+                },
+                "state": {},
+            },
+        )
+    )
+    # The agent invokes itself: the nested run re-asserts the SAME lc_agent_name.
+    mux.push(
+        _tasks_start(
+            ["tools:tools_task_1"],
+            task_id="inner_node_1",
+            name="model",
+            metadata={"lc_agent_name": "weather_agent"},
+        )
+    )
+
+    payloads = _drain_lifecycle(mux)
+    started = [p for p in payloads if p["event"] == "started"]
+    [nested] = [p for p in started if p["namespace"] == ["tools:tools_task_1"]]
+    assert nested["graph_name"] == "weather_agent", (
+        "a same-named nested run (e.g. self-recursion) must still be surfaced"
+    )
+    assert nested["cause"] == {"type": "toolCall", "tool_call_id": "call_x"}
+
+
+def test_lifecycle_unnamed_nested_agent_is_not_subagent() -> None:
+    """A nested run with lc_agent_name None is excluded (not a subagent)."""
+    mux = _build_lifecycle_mux()
+    mux.push(
+        _tasks_start(
+            [],
+            task_id="tools_task_1",
+            name="tools",
+            metadata={"lc_agent_name": "supervisor"},
+            input={
+                "__type": "tool_call_with_context",
+                "tool_call": {
+                    "name": "lookup",
+                    "args": {},
+                    "id": "call_x",
+                    "type": "tool_call",
+                },
+                "state": {},
+            },
+        )
+    )
+    mux.push(
+        _tasks_start(
+            ["plain:tools_task_1"],
+            task_id="inner_node_1",
+            name="inner_node",
+            metadata={"lc_agent_name": None},
+        )
+    )
+
+    payloads = _drain_lifecycle(mux)
+    started = [p for p in payloads if p["event"] == "started"]
+    [nested] = [p for p in started if p["namespace"] == ["plain:tools_task_1"]]
+    assert nested["graph_name"] == "plain"
+    assert "cause" not in nested
+
+
+def test_lifecycle_subagent_terminal_roundtrip() -> None:
+    """A detected subagent closes with `completed` when its parent task results.
+
+    Pushes the subagent's `started` (via the `tool_call_with_context` parent
+    plus the child task event) and then the parent push task's terminal
+    result, asserting the namespace is closed and the `started` payload's
+    projected graph_name / cause survive the roundtrip.
+    """
+    mux = _build_lifecycle_mux()
+    mux.push(
+        _tasks_start(
+            [],
+            task_id="tools_task_1",
+            name="tools",
+            metadata={"lc_agent_name": "supervisor"},
+            input={
+                "__type": "tool_call_with_context",
+                "tool_call": {
+                    "name": "call_weather",
+                    "args": {"city": "Boston"},
+                    "id": "call_w",
+                    "type": "tool_call",
+                },
+                "state": {},
+            },
+        )
+    )
+    mux.push(
+        _tasks_start(
+            ["tools:tools_task_1"],
+            task_id="inner_model_1",
+            name="model",
+            metadata={"lc_agent_name": "weather_agent"},
+        )
+    )
+    # The parent push task (id=tools_task_1, at scope ns) finishes, closing
+    # the subagent subgraph that streamed under `tools:tools_task_1`.
+    mux.push(_tasks_result([], task_id="tools_task_1", name="tools"))
+
+    payloads = _drain_lifecycle(mux)
+    ns = ["tools:tools_task_1"]
+    subagent = [p for p in payloads if p["namespace"] == ns]
+    assert [p["event"] for p in subagent] == ["started", "completed"]
+    started, _completed = subagent
+    assert started["graph_name"] == "weather_agent"
+    assert started["cause"] == {"type": "toolCall", "tool_call_id": "call_w"}
+
+
+def test_on_started_override_without_cause_is_backward_compatible() -> None:
+    """An `_on_started` override with the original 3-arg signature must work.
+
+    `cause` is delivered via `self._pending_cause`, not the call signature, so
+    older/third-party subclasses (e.g. deepagents' `SubagentTransformer`) that
+    override `_on_started(self, ns, graph_name, trigger_call_id)` keep working —
+    no `TypeError: _on_started() got an unexpected keyword argument 'cause'`.
+    """
+    seen: list[tuple] = []
+
+    class _LegacyTransformer(_TasksLifecycleBase):
+        def init(self) -> dict[str, Any]:
+            return {}
+
+        def _should_track(self, ns: tuple[str, ...]) -> bool:
+            return len(ns) == 1  # direct child of the root scope
+
+        # Deliberately omits `cause` — mirrors a pre-`cause` override.
+        def _on_started(self, ns, graph_name, trigger_call_id) -> None:  # type: ignore[override]
+            seen.append((ns, graph_name, trigger_call_id))
+
+        def _on_terminal(self, ns, status, error) -> None:
+            pass
+
+    transformer = _LegacyTransformer(scope=())
+    # Must not raise: the base calls `_on_started` without a `cause` kwarg.
+    transformer.process(_tasks_start(["agent:abc123"], task_id="abc123", name="agent"))
+
+    assert seen == [(("agent:abc123",), "agent", "abc123")]
@@ -15,12 +15,14 @@ from unittest.mock import MagicMock, patch

 import langsmith
 import pytest
+from langchain_core.callbacks import BaseCallbackHandler, CallbackManager
 from langchain_core.runnables import RunnableConfig
 from langchain_core.tracers import LangChainTracer
 from typing_extensions import NotRequired, Required, TypedDict

 from langgraph._internal._config import (
    _is_not_empty,
+    _merge_callbacks,
    ensure_config,
    get_callback_manager_for_config,
 )
@@ -427,3 +429,128 @@ def test_callback_manager_copies_configurable_ids_to_tracing_metadata() -> None:
        "thread_id": "th-123",
        "user_id": "uid-1",
    }
+
+
+class _TrackingCB(BaseCallbackHandler):
+    """Minimal callback handler used only as a sentinel for merge tests."""
+
+    def __init__(self, tag: str) -> None:
+        self.tag = tag
+
+    def __eq__(self, other: object) -> bool:
+        return isinstance(other, _TrackingCB) and self.tag == other.tag
+
+    def __hash__(self) -> int:
+        return hash(self.tag)
+
+
+def test_merge_callbacks_none_base_list_new() -> None:
+    cb = _TrackingCB("a")
+    merged = _merge_callbacks(None, [cb])
+    assert merged == [cb]
+
+
+def test_merge_callbacks_list_base_list_new() -> None:
+    a, b = _TrackingCB("a"), _TrackingCB("b")
+    merged = _merge_callbacks([a], [b])
+    assert merged == [a, b]
+
+
+def test_merge_callbacks_list_base_manager_new() -> None:
+    a = _TrackingCB("a")
+    mgr = CallbackManager(handlers=[_TrackingCB("b")])
+    merged = _merge_callbacks([a], mgr)
+    assert isinstance(merged, CallbackManager)
+    assert _TrackingCB("a") in merged.handlers
+    assert _TrackingCB("b") in merged.handlers
+
+
+def test_merge_callbacks_manager_base_list_new() -> None:
+    mgr = CallbackManager(handlers=[_TrackingCB("a")])
+    b = _TrackingCB("b")
+    merged = _merge_callbacks(mgr, [b])
+    assert isinstance(merged, CallbackManager)
+    assert _TrackingCB("a") in merged.handlers
+    assert _TrackingCB("b") in merged.handlers
+
+
+def test_merge_callbacks_manager_base_manager_new() -> None:
+    mgr_a = CallbackManager(handlers=[_TrackingCB("a")])
+    mgr_b = CallbackManager(handlers=[_TrackingCB("b")])
+    merged = _merge_callbacks(mgr_a, mgr_b)
+    assert isinstance(merged, CallbackManager)
+    assert _TrackingCB("a") in merged.handlers
+    assert _TrackingCB("b") in merged.handlers
+
+
+def test_merge_callbacks_none_base_none_new() -> None:
+    merged = _merge_callbacks(None, None)
+    assert merged is None
+
+
+def test_ensure_config_merges_configurable_across_configs() -> None:
+    a = {"configurable": {"ls_agent_type": "root"}}
+    b = {"configurable": {"thread_id": "T1"}}
+    merged = ensure_config(a, b)
+    assert merged["configurable"]["ls_agent_type"] == "root"
+    assert merged["configurable"]["thread_id"] == "T1"
+
+
+def test_ensure_config_configurable_later_wins_per_key() -> None:
+    a = {"configurable": {"shared": "from_a", "only_a": "A"}}
+    b = {"configurable": {"shared": "from_b", "only_b": "B"}}
+    merged = ensure_config(a, b)
+    assert merged["configurable"]["shared"] == "from_b"  # later wins per key
+    assert merged["configurable"]["only_a"] == "A"
+    assert merged["configurable"]["only_b"] == "B"
+
+
+def test_ensure_config_merges_metadata_across_configs() -> None:
+    a = {"metadata": {"user_id": "U1"}}
+    b = {"metadata": {"correlation_id": "C1"}}
+    merged = ensure_config(a, b)
+    assert merged["metadata"]["user_id"] == "U1"
+    assert merged["metadata"]["correlation_id"] == "C1"
+
+
+def test_ensure_config_metadata_later_wins_per_key() -> None:
+    a = {"metadata": {"shared": "from_a"}}
+    b = {"metadata": {"shared": "from_b"}}
+    merged = ensure_config(a, b)
+    assert merged["metadata"]["shared"] == "from_b"
+
+
+def test_ensure_config_merges_tags_across_configs() -> None:
+    a = {"tags": ["alpha"]}
+    b = {"tags": ["beta"]}
+    merged = ensure_config(a, b)
+    assert merged["tags"] == ["alpha", "beta"]
+
+
+def test_ensure_config_tags_concat_preserves_order_and_duplicates() -> None:
+    # Plain concat (matches merge_configs in this file — no dedup, no sort).
+    a = {"tags": ["shared", "alpha"]}
+    b = {"tags": ["shared", "beta"]}
+    merged = ensure_config(a, b)
+    assert merged["tags"] == ["shared", "alpha", "shared", "beta"]
+
+
+def test_ensure_config_merges_callbacks_across_configs() -> None:
+    a_cb = _TrackingCB("a")
+    b_cb = _TrackingCB("b")
+    merged = ensure_config({"callbacks": [a_cb]}, {"callbacks": [b_cb]})
+    assert merged["callbacks"] == [a_cb, b_cb]
+
+
+def test_ensure_config_none_inputs_ignored() -> None:
+    # mixed with None should not raise
+    merged = ensure_config(None, {"tags": ["t"]}, None)
+    assert merged["tags"] == ["t"]
+
+
+def test_ensure_config_empty_inputs() -> None:
+    # everything empty -> defaults
+    merged = ensure_config()
+    assert merged["tags"] == []
+    assert merged["configurable"] == {}
+    assert merged["callbacks"] is None
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+version = "1.2.4"
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+    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.10.0" },
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@@ -1828,13 +1828,19 @@ name = "langgraph-sdk"
 source = { editable = "../sdk-py" }
 dependencies = [
    { name = "httpx" },
+    { name = "langchain-core" },
+    { name = "langchain-protocol" },
    { name = "orjson" },
+    { name = "websockets" },
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+    { name = "langchain-core", specifier = ">=1.4.0,<2" },
+    { name = "langchain-protocol", specifier = ">=0.0.15" },
    { name = "orjson", specifier = ">=3.11.5" },
+    { name = "websockets", specifier = ">=14,<16" },
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+
 [[package]]
 name = "widgetsnbextension"
 version = "4.0.15"
@@ -0,0 +1,48 @@
+# Changelog
+
+## Unreleased
+
+### Added
+
+- **Thread-centric streaming (v3)** — `client.threads.stream()` returns an
+  `AsyncThreadStream` (or `SyncThreadStream`) context manager that owns one
+  SSE or WebSocket connection for the lifetime of a thread session.
+
+- **Typed projections** — `thread.messages`, `thread.tool_calls`,
+  `thread.values`, and `thread.extensions[name]` all share the same underlying
+  transport connection. Iterating multiple projections concurrently expands the
+  server-side filter union without opening additional connections.
+
+- **Scoped subgraph handles** — `thread.subgraphs` (alias `thread.subagents`)
+  yields one `ScopedStreamHandle` per direct child invocation, each exposing
+  `.messages`, `.tool_calls`, and `.subgraphs` scoped to that namespace.
+
+- **WebSocket transport** — pass `transport="websocket"` to
+  `client.threads.stream()` to use a WebSocket connection instead of SSE
+  (async client only).
+
+- **Automatic reconnect** — the shared SSE fan-out and the lifecycle watcher
+  both reconnect on transport drops, replaying missed events via a `since`
+  cursor and deduplicating by `event_id`.
+
+- **`thread.agent.get_tree()`** — fetches the assistant graph definition for
+  the current session's `assistant_id` with optional `xray` depth control.
+
+- **`thread.run.respond()`** — resumes a run after a server-side interrupt,
+  resolving the outstanding `InterruptPayload` by `interrupt_id`.
+
+- **`thread.output`** — awaitable that resolves to the terminal thread state
+  `values` dict after the run lifecycle completes.
+
+### Changed
+
+- `client.threads.stream()` now accepts `transport="sse"` (default) or
+  `transport="websocket"` in place of the previous transport-agnostic default.
+
+### Notes
+
+- The v3 streaming surface (`AsyncThreadStream`, `SyncThreadStream`, and all
+  projection classes) is **new** in this release. The existing
+  `client.runs.stream()` (v2) surface is unchanged and remains fully supported.
+- `thread_id` is minted client-side (UUIDv4) when not provided; the server
+  creates the thread row lazily on the first `run.start`.
@@ -0,0 +1,118 @@
+# Migration Guide: v2 → v3 Streaming
+
+`client.runs.stream()` (v2) remains fully supported. This guide covers how to
+adopt the new `client.threads.stream()` (v3) surface when you want typed
+projections, shared SSE fan-out, or WebSocket transport.
+
+## Minimal before/after
+
+**v2 — `client.runs.stream()`**
+
+```python
+from langgraph_sdk import get_client
+
+client = get_client()
+
+thread = await client.threads.create()
+async for chunk in client.runs.stream(
+    thread["thread_id"],
+    "agent",
+    input={"messages": [{"role": "user", "content": "hello"}]},
+    stream_mode="messages",
+):
+    print(chunk.event, chunk.data)
+```
+
+**v3 — `client.threads.stream()`**
+
+```python
+from langgraph_sdk import get_client
+import asyncio
+
+client = get_client()
+
+async with client.threads.stream(assistant_id="agent") as thread:
+    await thread.run.start(input={"messages": [{"role": "user", "content": "hello"}]})
+
+    async for stream in thread.messages:
+        print(await stream.text)
+```
+
+## Key differences
+
+| | v2 `client.runs.stream()` | v3 `client.threads.stream()` |
+|---|---|---|
+| Thread creation | Explicit `client.threads.create()` | Lazy (minted client-side if omitted) |
+| Connection per run | Yes | No — shared SSE for the session |
+| Typed projections | No (raw `StreamPart`) | Yes (`messages`, `tool_calls`, `values`, …) |
+| Subgraph streaming | Not supported | `thread.subgraphs` / `thread.subagents` |
+| WebSocket transport | No | Yes (`transport="websocket"`, async only) |
+| Interrupt handling | Manual polling | `thread.interrupted` / `thread.run.respond()` |
+| Terminal state | Included in stream | `await thread.output` |
+
+## Reattaching to an existing thread
+
+```python
+async with client.threads.stream(
+    thread_id="existing-thread-id",
+    assistant_id="agent",
+) as thread:
+    # If the run already completed, thread.output resolves immediately.
+    result = await thread.output
+```
+
+## Consuming multiple projections concurrently
+
+All projections share one SSE connection. Use `asyncio.gather` (or
+`asyncio.TaskGroup`) to start multiple consumers before any single projection
+has finished — the fan-out task routes events to all subscribers in parallel.
+
+```python
+async with client.threads.stream(assistant_id="agent") as thread:
+    await thread.run.start(input={"messages": [{"role": "user", "content": "hi"}]})
+
+    async def collect_messages():
+        return [s async for s in thread.messages]
+
+    async def collect_tool_calls():
+        return [c async for c in thread.tool_calls]
+
+    messages, tool_calls = await asyncio.gather(
+        collect_messages(),
+        collect_tool_calls(),
+    )
+```
+
+## Human-in-the-loop (interrupts)
+
+```python
+async with client.threads.stream(assistant_id="agent") as thread:
+    await thread.run.start(input={"messages": [{"role": "user", "content": "book a flight"}]})
+
+    # Wait for the run to pause at an interrupt node.
+    # thread.interrupted becomes True when input.requested arrives.
+    while not thread.interrupted:
+        await asyncio.sleep(0.1)
+
+    # Resume with a human response (unambiguous when only one interrupt is outstanding).
+    await thread.run.respond("yes, confirm booking")
+
+    result = await thread.output
+```
+
+## Sync client
+
+The sync client mirrors the async API without `async`/`await`:
+
+```python
+from langgraph_sdk import get_sync_client
+
+client = get_sync_client()
+
+with client.threads.stream(assistant_id="agent") as thread:
+    thread.run.start(input={"messages": [{"role": "user", "content": "hello"}]})
+    for stream in thread.messages:
+        print(stream.text)
+```
+
+The sync client uses SSE only (`transport="websocket"` is not supported).
@@ -33,3 +33,43 @@ input = {"messages": [{"role": "human", "content": "what's the weather in la"}]}
 async for chunk in client.runs.stream(thread['thread_id'], agent['assistant_id'], input=input):
    print(chunk)
 ```
+
+## Known Limitations
+
+- **WebSocket transport** requires `websockets>=14` and is only available on the async client (`AsyncThreadStream`). The sync client (`SyncThreadStream`) uses SSE exclusively.
+- **`thread.extensions[name]`** opens a new subscription each time the same name is accessed. Assign the projection to a variable and reuse it within a single session rather than re-indexing across multiple iterations.
+- **Sync streaming** drives the lifecycle watcher in a background thread. Long-lived sync sessions will hold that thread open until the context manager exits.
+- **Reconnect attempts** are limited to 5 by default for both the shared SSE fan-out and the lifecycle watcher. Persistent network partitions will surface as `RuntimeError` on in-flight projections.
+
+## Thread-Centric Streaming (v3)
+
+`client.threads.stream()` returns a context manager that owns the SSE session for one
+thread. Typed projections — values snapshots, message streams, tool calls, custom
+events — all share the same underlying connection.
+
+```python
+from langgraph_sdk import get_client
+import asyncio
+
+client = get_client()
+
+async with client.threads.stream(
+    thread_id="my-thread",
+    assistant_id="agent",
+) as thread:
+    await thread.run.start(input={"messages": [{"role": "user", "content": "hi"}]})
+
+    # Start all consumers concurrently so they share one SSE connection.
+    async def get_messages():
+        return [s async for s in thread.messages]
+
+    async def get_tool_calls():
+        return [c async for c in thread.tool_calls]
+
+    messages, tool_calls = await asyncio.gather(get_messages(), get_tool_calls())
+
+    for stream in messages:
+        print(await stream.text)          # accumulated text
+
+    final = await thread.output           # terminal state values
+```
@@ -0,0 +1,40 @@
+# Thin layer on top of the latest published langgraph-api image.
+#
+# The base image bundles `langgraph_api`, `langgraph_runtime_postgres`,
+# `langgraph_license`, `langgraph_grpc_common`, the Go `core-api-grpc`
+# binary, and an entrypoint that starts both the gRPC server and uvicorn
+# (`/storage/entrypoint.sh`). It also ships langgraph + langchain-core.
+#
+# We track the `latest-py3.12` tag rather than pinning a specific revision
+# so CI surfaces upstream regressions early. If the base shifts under us,
+# `docker compose build` will pick up the new digest on the next run.
+#
+# The image is the `licensed` variant, so it requires either a real
+# `LANGSMITH_API_KEY` or a `LANGGRAPH_CLOUD_LICENSE_KEY` at runtime
+# (passed through from the host shell / CI secrets, see docker-compose.yml).
+
+FROM langchain/langgraph-api:latest-py3.12
+
+# Graph dependencies not in the base image. `deepagents` is required for
+# the deep_agent graph; the supervisor and researcher use a fake chat
+# model (no `langchain-anthropic`) so no LLM API key is needed.
+RUN pip install --no-cache-dir \
+    "langchain>=1.3.0" \
+    "deepagents>=0.6.2"
+
+# Swap the published langgraph *core* for this monorepo's local copy, so the
+# server executes the langgraph under test rather than the latest release.
+# We keep the rest of the base image (langgraph-api, runtime, Go core server)
+# on `latest` — that still surfaces upstream regressions — but the core the
+# server runs is now the PR's, which is what lets this suite catch core
+# regressions (e.g. ensure_config / runtime changes) before they're published.
+# `--no-deps` keeps the base image's already-compatible
+# checkpoint/prebuilt/sdk; we only replace core. The local source comes from
+# the `langgraph_src` additional build context (see docker-compose.yml).
+COPY --from=langgraph_src pyproject.toml README.md LICENSE /opt/langgraph-src/
+COPY --from=langgraph_src langgraph /opt/langgraph-src/langgraph/
+RUN pip install --no-cache-dir --force-reinstall --no-deps /opt/langgraph-src
+
+# Project graphs + registration config.
+COPY graph/ /app/graph/
+COPY langgraph.json /app/langgraph.json
@@ -0,0 +1,98 @@
+name: langgraph-v3-integration
+
+services:
+  postgres:
+    image: pgvector/pgvector:pg16
+    environment:
+      POSTGRES_DB: postgres
+      POSTGRES_USER: postgres
+      POSTGRES_PASSWORD: postgres
+    command: ["postgres", "-c", "shared_preload_libraries=vector", "-c", "max_connections=150"]
+    ports:
+      - "5443:5432"
+    healthcheck:
+      test: pg_isready -U postgres
+      interval: 5s
+      timeout: 1s
+      retries: 5
+      start_period: 10s
+    tmpfs:
+      - /var/lib/postgresql/data
+
+  redis:
+    image: redis:7-alpine
+    command: redis-server --maxmemory 256mb --maxmemory-policy allkeys-lru
+    ports:
+      - "6380:6379"
+    healthcheck:
+      test: redis-cli ping
+      interval: 5s
+      timeout: 1s
+      retries: 5
+      start_period: 2s
+    tmpfs:
+      - /data
+
+  api:
+    # Thin layer on top of langchain/langgraph-api:latest-py3.12 —
+    # see ./Dockerfile. The base image bundles langgraph-api +
+    # langgraph_runtime_postgres + langgraph_license + the Go core-server;
+    # on top we add graph deps (deepagents), the graph files, and this
+    # monorepo's local langgraph *core* (so the server runs the code under
+    # test, not the released langgraph).
+    build:
+      context: .
+      dockerfile: Dockerfile
+      additional_contexts:
+        # The monorepo's local langgraph core (libs/langgraph), installed over
+        # the base image so the server runs the langgraph under test. See the
+        # Dockerfile for why.
+        langgraph_src: ../../langgraph
+    image: langgraph-v3-integration-api:local
+    depends_on:
+      postgres:
+        condition: service_healthy
+      redis:
+        condition: service_healthy
+    environment:
+      # Database + cache (the production-shape postgres+redis runtime).
+      # Recent langgraph-api reads DATABASE_URI first and falls back to
+      # POSTGRES_URI; set both so older code paths also work.
+      DATABASE_URI: postgres://postgres:postgres@postgres:5432/postgres?sslmode=disable
+      POSTGRES_URI: postgres://postgres:postgres@postgres:5432/postgres?sslmode=disable
+      REDIS_URI: redis://redis:6379
+      LANGGRAPH_RUNTIME_EDITION: postgres
+
+      LANGGRAPH_AUTH_TYPE: noop
+      LANGSMITH_TRACING: "false"
+
+      PORT: "8000"
+
+      # Required for the v3 thread-centric streaming protocol. Without this
+      # flag the API falls back to the legacy v2 streaming surface and the
+      # client's v3 endpoints (POST /threads/{id}/stream/events, /commands,
+      # etc.) won't be exposed.
+      FF_OPTIMIZED_STREAMING: "true"
+
+      # Tell langgraph-api which graphs to register. The langgraph CLI sets
+      # this from langgraph.json; we're bypassing the CLI (running uvicorn
+      # directly) so we set it manually.
+      LANGSERVE_GRAPHS: '{"agent":"/app/graph/streaming_graph.py:graph","tools_agent":"/app/graph/tools_agent.py:graph","deep_agent":"/app/graph/deep_agent.py:graph","factory_agent":"/app/graph/factory_graph.py:make_graph"}'
+
+      # The published langgraph-api image is the `licensed` variant and
+      # requires a real LANGSMITH_API_KEY (or LANGGRAPH_CLOUD_LICENSE_KEY)
+      # at runtime. Passed through from the host shell / CI secrets.
+      LANGSMITH_API_KEY: ${LANGSMITH_API_KEY:-}
+      LANGGRAPH_CLOUD_LICENSE_KEY: ${LANGGRAPH_CLOUD_LICENSE_KEY:-}
+    # Mount the graph + config so edits don't require a rebuild.
+    volumes:
+      - ./graph:/app/graph:ro
+      - ./langgraph.json:/app/langgraph.json:ro
+    ports:
+      - "2024:8000"
+    healthcheck:
+      test: ["CMD-SHELL", "wget -q -O- http://localhost:8000/ok || exit 1"]
+      interval: 5s
+      timeout: 3s
+      retries: 30
+      start_period: 30s
@@ -0,0 +1,6 @@
+"""Example graphs for v3 streaming integration tests."""
+
+from .deep_agent import graph as deep_agent
+from .streaming_graph import graph as streaming_graph
+
+__all__ = ["deep_agent", "streaming_graph"]
@@ -0,0 +1,96 @@
+"""Deep-agent variant exercising v3 `thread.subgraphs` properly.
+
+`create_deep_agent` builds a graph whose `task` tool dispatches to one
+of its configured `SubAgent`s. When the supervisor's model issues a
+`task(subagent_type="researcher", description=...)` tool call, the
+sub-agent runs as a nested invocation and the v3 streaming server
+emits the subagent's lifecycle, messages, and tool events under a
+scoped namespace. That namespace is what `thread.subgraphs` surfaces
+as a direct-child `ScopedStreamHandle`.
+
+Both the supervisor and the researcher use `FakeMessagesListChatModel`
+with pre-scripted responses so this graph is hermetic. No LLM API keys
+are required, and the test is deterministic.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+from deepagents import create_deep_agent
+from deepagents.middleware.subagents import SubAgent
+from langchain_core.language_models.fake_chat_models import FakeMessagesListChatModel
+from langchain_core.messages import AIMessage
+
+
+class _FakeChatModelWithTools(FakeMessagesListChatModel):
+    """`FakeMessagesListChatModel` that accepts `bind_tools(...)` as a no-op.
+
+    `create_deep_agent` calls `model.bind_tools(tools)` to expose the `task`
+    tool to the supervisor. The base `BaseChatModel.bind_tools` raises
+    `NotImplementedError`. Pre-baked responses in `responses` already carry
+    the desired `tool_calls`, so we ignore the tools list and return self.
+    """
+
+    def bind_tools(self, tools: Any, **kwargs: Any) -> _FakeChatModelWithTools:
+        return self
+
+
+# Supervisor turn 1: dispatch to the researcher via the `task` tool.
+# Supervisor turn 2: emit a final assistant message (no more tool calls),
+# which closes the agent loop.
+_supervisor_model = _FakeChatModelWithTools(
+    responses=[
+        AIMessage(
+            content="",
+            id="sup-1",
+            tool_calls=[
+                {
+                    "id": "tc-task-1",
+                    "name": "task",
+                    "args": {
+                        "subagent_type": "researcher",
+                        "description": "research v3 streaming",
+                    },
+                }
+            ],
+        ),
+        AIMessage(content="Research complete.", id="sup-2"),
+    ]
+)
+
+
+# Researcher turn 1: final message, no tool calls. Closes the subagent loop.
+_researcher_model = _FakeChatModelWithTools(
+    responses=[
+        AIMessage(
+            content="v3 streaming is event-typed and thread-centric.", id="res-1"
+        ),
+    ]
+)
+
+
+_researcher: SubAgent = {
+    "name": "researcher",
+    "description": (
+        "Looks up notes on a topic and returns a short summary. "
+        "Use this when the user wants to research something."
+    ),
+    "system_prompt": (
+        "You are a research assistant. Reply with one or two sentences "
+        "summarising what the user asked about. Do not call any tools."
+    ),
+    "model": _researcher_model,
+}
+
+
+graph = create_deep_agent(
+    model=_supervisor_model,
+    system_prompt=(
+        "You are a supervisor coordinating a researcher subagent. "
+        "When the user asks to research anything, call the `task` tool "
+        "with subagent_type='researcher'."
+    ),
+    subagents=[_researcher],
+    name="v3_deep_agent",
+)
@@ -0,0 +1,70 @@
+"""Integration fixture: a graph *factory* (not a pre-compiled graph).
+
+Registered as `factory_agent`. The other integration graphs are all
+pre-compiled objects, so this is the only fixture that drives the server's
+graph-factory code path on a run. That path is where langgraph-api seeds a
+`ServerRuntime` into the run config; executing a run against this graph is the
+end-to-end regression guard for the langgraph 1.2.3 `ensure_config`
+configurable-merge surfacing a leaked `__pregel_runtime`
+(`AttributeError: '_ExecutionRuntime' object has no attribute 'control'`).
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+from langgraph.graph.state import END, CompiledStateGraph, StateGraph
+from langgraph.store.base import BaseStore
+from typing_extensions import TypedDict
+
+if TYPE_CHECKING:
+    from langgraph.types import RunnableConfig
+
+    from langgraph_sdk.runtime import ServerRuntime
+
+
+class State(TypedDict, total=False):
+    text: str
+    access_context: str
+    is_for_execution: bool
+
+
+async def make_graph(
+    config: RunnableConfig, runtime: ServerRuntime
+) -> CompiledStateGraph:
+    """2-arg factory (config + runtime) returning a compiled echo graph.
+
+    Validates that the server injected a real `ServerRuntime`, then builds a
+    one-node graph whose output echoes the input and reports the runtime's
+    access context (so the test can confirm the factory ran under execution).
+    """
+    from langgraph_sdk.runtime import (
+        _ExecutionRuntime,
+        _ReadRuntime,
+    )
+
+    # `if/raise` rather than `assert` so the contract holds under `python -O`.
+    if not isinstance(runtime, (_ExecutionRuntime, _ReadRuntime)):
+        raise TypeError(
+            f"factory must receive a ServerRuntime, got {type(runtime).__name__}"
+        )
+    if not isinstance(runtime.store, BaseStore):
+        raise TypeError(
+            f"runtime.store must be a BaseStore, got {type(runtime.store).__name__}"
+        )
+
+    access_context = runtime.access_context
+    is_for_execution = runtime.execution_runtime is not None
+
+    def echo(state: State) -> State:
+        return {
+            "text": (state.get("text") or "") + " echoed",
+            "access_context": access_context,
+            "is_for_execution": is_for_execution,
+        }
+
+    workflow = StateGraph(State)
+    workflow.add_node("echo", echo)
+    workflow.set_entry_point("echo")
+    workflow.add_edge("echo", END)
+    return workflow.compile()
@@ -0,0 +1,300 @@
+"""Example graph exercising the full v3 streaming surface.
+
+Topology:
+
+    __start__ -> stream_message -> call_tool -> ask_human -> subgraph -> __end__
+
+Each node is designed to surface a specific v3 channel:
+
+- `stream_message` yields token-by-token AI message chunks (`messages`).
+- `call_tool` invokes a tool and emits a tool-call lifecycle (`tools`).
+- `ask_human` raises an `interrupt(...)` to test `thread.interrupted` /
+  `thread.run.respond(...)` (`lifecycle` / `input`).
+- `subgraph` is a nested `StateGraph` invoked once so `thread.subgraphs` has
+  exactly one direct child (`tasks` + `messages` under a namespace).
+
+Extensions: every node calls `get_stream_writer()("progress", {...})` so
+`thread.extensions["progress"]` produces deterministic events.
+
+No real LLM is used — message streaming is simulated by yielding a list of
+`AIMessageChunk`s from the node. This keeps the integration suite
+hermetic.
+"""
+
+from __future__ import annotations
+
+import operator
+from collections.abc import AsyncIterator, Iterator
+from typing import Annotated, Any, TypedDict
+
+from langchain_core.callbacks import (
+    AsyncCallbackManagerForLLMRun,
+    CallbackManagerForLLMRun,
+)
+from langchain_core.language_models.chat_models import BaseChatModel
+from langchain_core.messages import AIMessage, AIMessageChunk, BaseMessage, ToolMessage
+from langchain_core.outputs import ChatGenerationChunk
+from langchain_core.tools import tool
+from langgraph.config import get_stream_writer
+from langgraph.graph import StateGraph
+from langgraph.graph.message import add_messages
+from langgraph.stream.transformers import CustomTransformer, UpdatesTransformer
+from langgraph.types import interrupt
+
+
+class _StreamingFakeChatModel(BaseChatModel):
+    """Fake ``BaseChatModel`` that streams ``AIMessageChunk``s.
+
+    Implements ``_stream`` / ``_astream`` so the v3 chat-model
+    callback chain (``_aiter_v2_events`` in
+    ``langchain_core/language_models/chat_models.py``) fires
+    ``run_manager.on_stream_event(...)`` per normalized protocol
+    event. ``StreamMessagesHandlerV2`` -- attached by the langgraph
+    runtime when ``"messages"`` is in stream_modes -- catches those
+    callbacks and surfaces them on the v3 wire ``messages`` channel
+    at root namespace.
+
+    The base ``FakeMessagesListChatModel`` would have worked for
+    ``ainvoke`` but raises ``NotImplementedError`` from ``_stream``,
+    so it can't drive the streaming-callback path. ``GenericFakeChatModel``
+    implements ``_stream`` but takes an ``Iterator`` that gets
+    exhausted across invocations.
+    """
+
+    text: str = "Hello, world!"
+    message_id: str = "ai-msg-1"
+
+    @property
+    def _llm_type(self) -> str:
+        return "streaming-fake-chat-model"
+
+    def _generate(self, messages, stop=None, run_manager=None, **kwargs):
+        from langchain_core.outputs import ChatGeneration, ChatResult
+
+        return ChatResult(
+            generations=[
+                ChatGeneration(message=AIMessage(content=self.text, id=self.message_id))
+            ]
+        )
+
+    def _stream(
+        self,
+        messages: list[BaseMessage],
+        stop: list[str] | None = None,
+        run_manager: CallbackManagerForLLMRun | None = None,
+        **kwargs: object,
+    ) -> Iterator[ChatGenerationChunk]:
+        # Yield content as space-separated word chunks so deltas are
+        # observable. The final chunk's ``chunk_position="last"`` tells
+        # the callback chain to emit ``message-finish``.
+        parts = self.text.split(" ")
+        for i, part in enumerate(parts):
+            content = part if i == 0 else " " + part
+            chunk = AIMessageChunk(content=content, id=self.message_id)
+            if i == len(parts) - 1:
+                chunk.chunk_position = "last"
+            yield ChatGenerationChunk(message=chunk)
+
+    async def _astream(
+        self,
+        messages: list[BaseMessage],
+        stop: list[str] | None = None,
+        run_manager: AsyncCallbackManagerForLLMRun | None = None,
+        **kwargs: object,
+    ) -> AsyncIterator[ChatGenerationChunk]:
+        for chunk in self._stream(messages, stop=stop, **kwargs):
+            yield chunk
+
+
+_stream_model = _StreamingFakeChatModel()
+
+
+class AgentState(TypedDict):
+    """Top-level state for the agent.
+
+    `messages` accumulates AI/tool/user messages via the standard `add_messages`
+    reducer. `value` is a simple scalar to test the `values` channel.
+    `items` accumulates list-append updates via `operator.add` so each node
+    contributes a marker and the terminal state reflects the full path
+    rather than only the last node's return.
+    """
+
+    messages: Annotated[list[BaseMessage], add_messages]
+    value: str
+    items: Annotated[list[str], operator.add]
+
+
+@tool
+def search(query: str) -> str:
+    """Look up `query` in a fake search index."""
+    return f"result for {query!r}"
+
+
+# ---------------------------------------------------------------------------
+# Nodes
+# ---------------------------------------------------------------------------
+
+
+async def stream_message(state: AgentState) -> dict[str, Any]:
+    """Stream an AI message via a fake chat model.
+
+    Awaiting ``model.ainvoke(...)`` drives langgraph's chat-model
+    streaming callbacks (``StreamMessagesHandlerV2`` ->
+    ``MessagesTransformer``), so the v3 ``messages`` channel emits the
+    normalized delta lifecycle (``message-start`` ->
+    ``content-block-start`` -> ``content-block-delta`` ->
+    ``content-block-finish`` -> ``message-finish``) at root namespace.
+    Returning the resolved ``AIMessage`` via the messages reducer also
+    keeps the existing ``values`` snapshots intact.
+    """
+    writer = get_stream_writer()
+
+    writer({"name": "progress", "step": "stream_message", "phase": "start"})
+
+    # ``astream_events(version="v3")`` drives the chat model's
+    # ``_aiter_v2_events`` path (``BaseChatModel`` in
+    # ``langchain_core/language_models/chat_models.py``), which fires
+    # ``run_manager.on_stream_event(...)`` per normalized protocol
+    # event (``message-start`` / ``content-block-delta`` /
+    # ``message-finish``). ``StreamMessagesHandlerV2`` -- attached by
+    # the langgraph runtime when ``"messages"`` is in stream_modes --
+    # catches those callbacks and surfaces them on the v3 wire
+    # ``messages`` channel at root namespace. Plain ``astream(...)``
+    # does NOT route through this handler.
+    text_parts: list[str] = []
+    message_id = "ai-msg-1"
+    # ``astream_events(version="v3")`` returns an awaitable that resolves
+    # to the async iterator.
+    stream = await _stream_model.astream_events([], version="v3")
+    async for event in stream:
+        if event.get("event") == "content-block-delta":
+            delta = event.get("delta") or {}
+            t = delta.get("text") if isinstance(delta, dict) else None
+            if isinstance(t, str):
+                text_parts.append(t)
+        elif event.get("event") == "message-start":
+            mid = event.get("id")
+            if isinstance(mid, str):
+                message_id = mid
+    final = AIMessage(content="".join(text_parts), id=message_id)
+
+    writer({"name": "progress", "step": "stream_message", "phase": "end"})
+    return {"messages": [final], "value": "x", "items": ["streamed"]}
+
+
+def call_tool(state: AgentState) -> dict[str, Any]:
+    """Invoke a tool and emit its result as a tool message.
+
+    A tool call here exercises the `tools` channel in v3.
+    """
+    writer = get_stream_writer()
+    writer({"name": "progress", "step": "call_tool", "phase": "start"})
+
+    # Hand-roll a tool call so we don't need a model to issue it.
+    tool_call_id = "tc-1"
+    ai_with_tool = AIMessage(
+        content="",
+        id="ai-msg-2",
+        tool_calls=[
+            {
+                "id": tool_call_id,
+                "name": "search",
+                "args": {"query": "v3"},
+            }
+        ],
+    )
+    result = search.invoke({"query": "v3"})
+    tool_msg = ToolMessage(content=result, tool_call_id=tool_call_id)
+
+    writer({"name": "progress", "step": "call_tool", "phase": "end"})
+    return {
+        "messages": [ai_with_tool, tool_msg],
+        "items": ["tool"],
+    }
+
+
+def ask_human(state: AgentState) -> dict[str, Any]:
+    """Pause the graph and wait for a `thread.run.respond(...)`.
+
+    `interrupt(value)` raises a special exception that the runtime catches;
+    the v3 lifecycle emits `input.requested` with this `value` and the
+    client must call `thread.run.respond(answer)` to continue.
+    """
+    writer = get_stream_writer()
+    writer({"name": "progress", "step": "ask_human", "phase": "start"})
+
+    answer = interrupt("Are we good?")
+
+    writer(
+        {"name": "progress", "step": "ask_human", "phase": "end", "answer": str(answer)}
+    )
+    return {
+        "messages": [AIMessage(content=f"Human said: {answer}", id="ai-msg-3")],
+        "items": ["asked"],
+    }
+
+
+# ---------------------------------------------------------------------------
+# Subgraph (exercises `thread.subgraphs`)
+# ---------------------------------------------------------------------------
+
+
+class SubState(TypedDict):
+    messages: Annotated[list[BaseMessage], add_messages]
+    note: str
+
+
+def sub_node(state: SubState) -> dict[str, Any]:
+    """Single node in the subgraph; emits a message and a custom event."""
+    writer = get_stream_writer()
+    writer({"name": "progress", "step": "sub_node", "phase": "start"})
+    msg = AIMessage(content="from subgraph", id="sub-msg-1")
+    writer({"name": "progress", "step": "sub_node", "phase": "end"})
+    return {"messages": [msg], "note": "ran"}
+
+
+_sub_builder = StateGraph(SubState)
+_sub_builder.add_node("sub", sub_node)
+_sub_builder.set_entry_point("sub")
+_sub_builder.set_finish_point("sub")
+subgraph = _sub_builder.compile()
+
+
+def run_subgraph(state: AgentState) -> dict[str, Any]:
+    """Invoke the subgraph once so it appears as a direct child handle."""
+    writer = get_stream_writer()
+    writer({"name": "progress", "step": "run_subgraph", "phase": "start"})
+    sub_state = subgraph.invoke({"messages": [], "note": ""})
+    writer({"name": "progress", "step": "run_subgraph", "phase": "end"})
+    return {
+        "messages": sub_state["messages"],
+        "items": ["sub"],
+    }
+
+
+# ---------------------------------------------------------------------------
+# Top-level graph
+# ---------------------------------------------------------------------------
+
+
+_builder: StateGraph[AgentState, Any, Any, Any] = StateGraph(AgentState)
+_builder.add_node("stream_message", stream_message)
+_builder.add_node("call_tool", call_tool)
+_builder.add_node("ask_human", ask_human)
+_builder.add_node("run_subgraph", run_subgraph)
+
+_builder.set_entry_point("stream_message")
+_builder.add_edge("stream_message", "call_tool")
+_builder.add_edge("call_tool", "ask_human")
+_builder.add_edge("ask_human", "run_subgraph")
+_builder.set_finish_point("run_subgraph")
+
+graph = _builder.compile(
+    name="v3_integration_agent",
+    # Register transformers so ``custom`` (``get_stream_writer()``) and
+    # ``updates`` channels emit on the wire. ``MessagesTransformer`` is
+    # auto-registered by the v3 mux for any graph that streams a chat
+    # model. ``ValuesTransformer`` / ``LifecycleTransformer`` are also
+    # always-on natives.
+    transformers=[CustomTransformer, UpdatesTransformer],
+)
@@ -0,0 +1,97 @@
+"""create_agent-based example exercising the v3 `tools` channel.
+
+`thread.tool_calls` and the underlying `tools` channel only emit
+events when an actual model issues a tool call through langchain's
+agent stack. The synthetic `streaming_graph.py` hand-builds
+`AIMessage(tool_calls=[...])` and a `ToolMessage` via the messages
+reducer — that gets persisted in state but never produces tool-call
+telemetry on the wire. This graph fixes that by going through
+`create_agent` with a real tool, driven by a hermetic fake chat model
+(no `ANTHROPIC_API_KEY` required).
+
+Flow on `run.start`:
+
+1. Supervisor model returns an `AIMessage(tool_calls=[search(query="v3")])`.
+2. langchain's tool node executes `search` and produces a `ToolMessage`.
+3. Supervisor model returns a final `AIMessage("done.")` to terminate.
+
+The v3 streaming layer surfaces this as `messages` + `tools` channel
+events at root namespace.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+from langchain.agents import create_agent
+from langchain_core.language_models.fake_chat_models import FakeMessagesListChatModel
+from langchain_core.messages import AIMessage, BaseMessage, ToolMessage
+from langchain_core.outputs import ChatGeneration, ChatResult
+from langchain_core.tools import tool
+
+
+@tool
+def search(query: str) -> str:
+    """Look up `query` in a fake search index."""
+    return f"result for {query!r}"
+
+
+class _ToolBindingFakeChatModel(FakeMessagesListChatModel):
+    """Stateless fake chat model driving a single `search` tool call.
+
+    `create_agent` calls `model.bind_tools(tools)` to attach the tool
+    schema (`langchain/agents/factory.py:1284`). The base
+    `FakeMessagesListChatModel` inherits `BaseChatModel.bind_tools`,
+    which raises `NotImplementedError`, so `bind_tools` is overridden as
+    a no-op (the reply is hand-built and already carries `tool_calls`).
+
+    The reply is derived from conversation state rather than a cycling
+    response list: the `search` tool call is issued until a `ToolMessage`
+    appears, then a terminating `AIMessage`. This avoids the response-index
+    parity flake where `FakeMessagesListChatModel.responses` is shared
+    process-wide and cycles `0 -> 1 -> 0`; a run that started mid-cycle
+    (e.g. on a reused server worker) would reply `"done."` first and emit
+    no tool call. Being order-independent, every run emits exactly one
+    tool call regardless of how many times the model was previously called.
+
+    `FakeMessagesListChatModel` is subclassed (rather than
+    `GenericFakeChatModel`) because the latter's `_stream` breaks the
+    message into content chunks and drops `tool_calls` when content is
+    empty, causing the v2 streaming path inside `create_agent` to raise
+    `RuntimeError("v2 stream finished without producing a message")`.
+    The inherited `_stream` yields the whole message in one chunk,
+    preserving `tool_calls`.
+    """
+
+    def bind_tools(self, tools: Any, **kwargs: Any) -> _ToolBindingFakeChatModel:
+        return self
+
+    def _generate(
+        self,
+        messages: list[BaseMessage],
+        stop: list[str] | None = None,
+        run_manager: Any = None,
+        **kwargs: Any,
+    ) -> ChatResult:
+        if any(isinstance(m, ToolMessage) for m in messages):
+            response = AIMessage(content="done.", id="ai-tools-done")
+        else:
+            response = AIMessage(
+                content="",
+                id="ai-tools-call",
+                tool_calls=[{"id": "tc-1", "name": "search", "args": {"query": "v3"}}],
+            )
+        return ChatResult(generations=[ChatGeneration(message=response)])
+
+
+# `responses` is a required field on `FakeMessagesListChatModel`, but the
+# overridden `_generate` derives its reply from state and never reads it.
+_supervisor_model = _ToolBindingFakeChatModel(responses=[])
+
+
+graph = create_agent(
+    model=_supervisor_model,
+    tools=[search],
+    system_prompt="You are a research assistant. Use the search tool when asked.",
+    name="v3_tools_agent",
+)
@@ -0,0 +1,11 @@
+{
+  "$schema": "https://langgra.ph/schema.json",
+  "dependencies": ["./graph"],
+  "graphs": {
+    "agent": "./graph/streaming_graph.py:graph",
+    "tools_agent": "./graph/tools_agent.py:graph",
+    "deep_agent": "./graph/deep_agent.py:graph",
+    "factory_agent": "./graph/factory_graph.py:make_graph"
+  },
+  "env": {}
+}
@@ -0,0 +1,124 @@
+"""Shared helpers for the v3 streaming integration scripts.
+
+All scripts share the same expectations:
+
+- A `langgraph-api` server is reachable at `BASE_URL` (default
+  http://localhost:2024 — set by `docker-compose.yml`, which builds
+  on `langchain/langgraph-api:latest-py3.12`).
+- The example graph (`integration/graph/streaming_graph.py:graph`) is
+  registered under the assistant id `agent` (see `integration/langgraph.json`).
+
+Each script imports `make_async_client()` / `make_sync_client()` from here
+to construct the v3 SDK client. Override `BASE_URL` via the
+`LANGGRAPH_INTEGRATION_URL` env var if you're running the API elsewhere.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import os
+import threading
+from typing import TYPE_CHECKING, Any
+
+import httpx
+
+if TYPE_CHECKING:
+    from langgraph_sdk._async.threads import ThreadsClient as AsyncThreadsClient
+    from langgraph_sdk._sync.threads import SyncThreadsClient
+
+BASE_URL = os.environ.get("LANGGRAPH_INTEGRATION_URL", "http://localhost:2024")
+ASSISTANT_ID = "agent"
+
+
+def make_async_client() -> tuple[AsyncThreadsClient, httpx.AsyncClient]:
+    """Build an async ThreadsClient pointing at the integration API.
+
+    Returns the client and the underlying httpx client so callers can close
+    it. Typical usage:
+
+    ```python
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(...) as thread:
+            ...
+    finally:
+        await raw.aclose()
+    ```
+    """
+    from langgraph_sdk._async.http import HttpClient
+    from langgraph_sdk._async.threads import ThreadsClient
+
+    raw = httpx.AsyncClient(base_url=BASE_URL, timeout=30.0)
+    return ThreadsClient(HttpClient(raw)), raw
+
+
+def make_sync_client() -> tuple[SyncThreadsClient, httpx.Client]:
+    """Build a sync ThreadsClient pointing at the integration API."""
+    from langgraph_sdk._sync.http import SyncHttpClient
+    from langgraph_sdk._sync.threads import SyncThreadsClient
+
+    raw = httpx.Client(base_url=BASE_URL, timeout=30.0)
+    return SyncThreadsClient(SyncHttpClient(raw)), raw
+
+
+def header(title: str) -> None:
+    """Print a section header for script output."""
+    bar = "=" * (len(title) + 4)
+    print(f"\n{bar}\n  {title}\n{bar}")
+
+
+def auto_respond_async(thread: Any, response: Any = "yes") -> asyncio.Task[None]:
+    """Spawn a background task that responds to the first interrupt and exits.
+
+    Opens a private `thread.values` subscription and drains it; the SDK's
+    `_signal_paused` mechanism pushes the terminal sentinel into the
+    iterator when `interrupted` flips True, so the loop exits at the
+    interrupt. The auto-responder then calls `run.respond(...)` and the
+    foreground iteration sees the rest of the run.
+
+    Returns the task so callers can `await` it before tearing down the
+    stream (recommended) or cancel it.
+    """
+
+    async def _runner() -> None:
+        async for _ in thread.values:
+            if thread.interrupted:
+                break
+        if thread.interrupted:
+            with contextlib.suppress(Exception):
+                await thread.run.respond(response)
+
+    return asyncio.create_task(_runner())
+
+
+def auto_respond_sync(thread: Any, response: Any = "yes") -> threading.Thread:
+    """Sync analogue of `auto_respond_async`."""
+
+    def _runner() -> None:
+        for _ in thread.values:
+            if thread.interrupted:
+                break
+        if thread.interrupted:
+            with contextlib.suppress(Exception):
+                thread.run.respond(response)
+
+    t = threading.Thread(target=_runner, daemon=True, name="auto-respond")
+    t.start()
+    return t
+
+
+def check_api_reachable() -> None:
+    """Fail fast with a helpful message if the API isn't reachable.
+
+    Call this at the top of `main()` in each script.
+    """
+    try:
+        resp = httpx.get(f"{BASE_URL}/ok", timeout=2.0)
+        resp.raise_for_status()
+    except Exception as err:
+        raise SystemExit(
+            f"\nCannot reach the integration API at {BASE_URL}: {err!r}\n"
+            f"Did you run `docker compose up -d` from `libs/sdk-py/integration/`?\n"
+            f"Or set LANGGRAPH_INTEGRATION_URL=... to point elsewhere.\n"
+        ) from err
@@ -0,0 +1,185 @@
+"""Exercise mid-run cancellation against the integration API.
+
+Strategy: start a run on a fresh thread, capture the run id, then
+cancel via the runs REST client while events are still flowing. The
+projection iterator must terminate without hanging, no exception
+should escape, and the thread's persisted status must reflect a
+non-success terminal state.
+
+The graph normally interrupts at `ask_human`; cancel must take effect
+before or after that interrupt, and either way the run must end up in
+a non-success state from the server's perspective.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import threading
+import time
+from typing import Any
+
+from _common import (
+    ASSISTANT_ID,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+_CANCEL_GRACE_SECONDS = 10.0
+
+
+async def _cancel_after_first_event(
+    runs_client: Any,
+    thread_id: str,
+    run_id_future: asyncio.Future[str],
+) -> None:
+    """Wait for the run id, briefly let events flow, then cancel."""
+    run_id = await run_id_future
+    # Allow a beat of events to flow so cancel hits mid-stream rather
+    # than racing with the run.start handshake.
+    await asyncio.sleep(0.1)
+    with contextlib.suppress(Exception):
+        await runs_client.cancel(thread_id, run_id, wait=False)
+
+
+async def run_async() -> None:
+    header("async mid-run cancel")
+    threads, raw = make_async_client()
+    # Cancel goes through the runs REST surface, not the stream proxy.
+    from langgraph_sdk._async.http import HttpClient
+    from langgraph_sdk._async.runs import RunsClient
+
+    runs_client = RunsClient(HttpClient(raw))
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            run_id_future: asyncio.Future[str] = (
+                asyncio.get_running_loop().create_future()
+            )
+            start_result = await thread.run.start(
+                input={"messages": [], "value": "init", "items": []}
+            )
+            run_id = start_result.get("run_id")
+            assert run_id, f"run.start returned no run_id: {start_result!r}"
+            run_id_future.set_result(run_id)
+
+            canceller = asyncio.create_task(
+                _cancel_after_first_event(runs_client, thread.thread_id, run_id_future)
+            )
+
+            snapshots: list[dict] = []
+            started = time.monotonic()
+            iteration_error: BaseException | None = None
+            try:
+                async for snap in thread.values:
+                    snapshots.append(snap)
+                    if time.monotonic() - started > _CANCEL_GRACE_SECONDS:
+                        raise AssertionError(
+                            f"values iterator did not terminate within "
+                            f"{_CANCEL_GRACE_SECONDS}s of cancel"
+                        )
+            except BaseException as err:
+                iteration_error = err
+
+            await canceller
+
+            persisted = await threads.get(thread.thread_id)
+            status = persisted.get("status")
+            print(f"  snapshots before cancel: {len(snapshots)}")
+            print(f"  thread.thread_id={thread.thread_id}")
+            print(f"  iteration_error={iteration_error!r}")
+            print(f"  persisted status={status!r}")
+            assert iteration_error is None, (
+                f"values iterator raised after cancel: {iteration_error!r}"
+            )
+            assert status != "success", (
+                f"expected non-success terminal status after cancel, got {status!r}"
+            )
+    finally:
+        await raw.aclose()
+
+
+def _cancel_after_first_event_sync(
+    runs_client: Any,
+    thread_id: str,
+    run_id_event: threading.Event,
+    run_id_holder: dict[str, str],
+) -> None:
+    run_id_event.wait(timeout=10.0)
+    run_id = run_id_holder.get("run_id")
+    if not run_id:
+        return
+    time.sleep(0.1)
+    with contextlib.suppress(Exception):
+        runs_client.cancel(thread_id, run_id, wait=False)
+
+
+def run_sync() -> None:
+    header("sync mid-run cancel")
+    threads, raw = make_sync_client()
+    from langgraph_sdk._sync.http import SyncHttpClient
+    from langgraph_sdk._sync.runs import SyncRunsClient
+
+    runs_client = SyncRunsClient(SyncHttpClient(raw))
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            run_id_event = threading.Event()
+            run_id_holder: dict[str, str] = {}
+            start_result = thread.run.start(
+                input={"messages": [], "value": "init", "items": []}
+            )
+            run_id = start_result.get("run_id")
+            assert run_id, f"run.start returned no run_id: {start_result!r}"
+            run_id_holder["run_id"] = run_id
+            run_id_event.set()
+
+            canceller = threading.Thread(
+                target=_cancel_after_first_event_sync,
+                args=(runs_client, thread.thread_id, run_id_event, run_id_holder),
+                daemon=True,
+                name="cancel-worker",
+            )
+            canceller.start()
+
+            snapshots: list[dict] = []
+            started = time.monotonic()
+            iteration_error: BaseException | None = None
+            try:
+                for snap in thread.values:
+                    snapshots.append(snap)
+                    if time.monotonic() - started > _CANCEL_GRACE_SECONDS:
+                        raise AssertionError(
+                            f"values iterator did not terminate within "
+                            f"{_CANCEL_GRACE_SECONDS}s of cancel"
+                        )
+            except BaseException as err:
+                iteration_error = err
+
+            canceller.join(timeout=5)
+
+            persisted = threads.get(thread.thread_id)
+            status = persisted.get("status")
+            print(f"  snapshots before cancel: {len(snapshots)}")
+            print(f"  thread.thread_id={thread.thread_id}")
+            print(f"  iteration_error={iteration_error!r}")
+            print(f"  persisted status={status!r}")
+            assert iteration_error is None, (
+                f"values iterator raised after cancel: {iteration_error!r}"
+            )
+            assert status != "success", (
+                f"expected non-success terminal status after cancel, got {status!r}"
+            )
+    finally:
+        with contextlib.suppress(Exception):
+            raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()
@@ -0,0 +1,128 @@
+"""Exercise concurrent `threads.stream()` against the integration API.
+
+Two distinct threads.stream() contexts run in parallel against the same
+client. Each context is independent (different thread_id minted by the
+SDK, separate controller, separate auto-responder). Invariants:
+
+1. Both runs reach the canonical terminal state independently
+   (`items == ['streamed','tool','asked','sub']`).
+2. Their thread_ids differ (no thread-id collision when minting client-side).
+3. Neither raises during iteration.
+
+This catches regressions where the two streams might share controller
+state or where minted ids could collide under concurrent ``__aenter__``.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import threading
+from typing import Any
+
+from _common import (
+    ASSISTANT_ID,
+    auto_respond_async,
+    auto_respond_sync,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+_EXPECTED_TERMINAL_ITEMS = ["streamed", "tool", "asked", "sub"]
+
+
+async def _drive_one_async(threads: Any, label: str) -> dict[str, Any]:
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        await thread.run.start(input={"messages": [], "value": "init", "items": []})
+        responder = auto_respond_async(thread)
+        # Just drain values until terminal; we only care about the final state.
+        async for _ in thread.values:
+            pass
+        await responder
+        final = await thread.output
+        print(f"  [{label}] thread_id={thread.thread_id} items={final.get('items')!r}")
+        return {"thread_id": thread.thread_id, "items": final.get("items")}
+
+
+async def run_async() -> None:
+    header("async concurrent threads.stream (x2)")
+    threads, raw = make_async_client()
+    try:
+        results = await asyncio.gather(
+            _drive_one_async(threads, "A"),
+            _drive_one_async(threads, "B"),
+        )
+        a, b = results
+        assert a["items"] == _EXPECTED_TERMINAL_ITEMS, (
+            f"stream A failed to reach terminal: {a!r}"
+        )
+        assert b["items"] == _EXPECTED_TERMINAL_ITEMS, (
+            f"stream B failed to reach terminal: {b!r}"
+        )
+        assert a["thread_id"] != b["thread_id"], (
+            f"concurrent streams collided on thread_id {a['thread_id']!r}"
+        )
+    finally:
+        await raw.aclose()
+
+
+def _drive_one_sync(
+    threads: Any, label: str, results: dict[str, dict[str, Any]]
+) -> None:
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        thread.run.start(input={"messages": [], "value": "init", "items": []})
+        responder = auto_respond_sync(thread)
+        for _ in thread.values:
+            pass
+        responder.join(timeout=10)
+        final = thread.output
+        print(f"  [{label}] thread_id={thread.thread_id} items={final.get('items')!r}")
+        results[label] = {"thread_id": thread.thread_id, "items": final.get("items")}
+
+
+def run_sync() -> None:
+    header("sync concurrent threads.stream (x2)")
+    threads, raw = make_sync_client()
+    try:
+        results: dict[str, dict[str, Any]] = {}
+        workers = [
+            threading.Thread(
+                target=_drive_one_sync,
+                args=(threads, label, results),
+                daemon=True,
+                name=f"sync-stream-{label}",
+            )
+            for label in ("A", "B")
+        ]
+        for w in workers:
+            w.start()
+        for w in workers:
+            w.join(timeout=60)
+            assert not w.is_alive(), f"worker {w.name} did not finish within 60s"
+
+        a = results.get("A")
+        b = results.get("B")
+        assert a is not None and a["items"] == _EXPECTED_TERMINAL_ITEMS, (
+            f"stream A failed to reach terminal: {a!r}"
+        )
+        assert b is not None and b["items"] == _EXPECTED_TERMINAL_ITEMS, (
+            f"stream B failed to reach terminal: {b!r}"
+        )
+        assert a["thread_id"] != b["thread_id"], (
+            f"concurrent streams collided on thread_id {a['thread_id']!r}"
+        )
+    finally:
+        with contextlib.suppress(Exception):
+            raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()
@@ -0,0 +1,67 @@
+"""Exercise `thread.extensions[name]` against the integration API.
+
+Every node in the example graph writes `("progress", {...})` via
+`get_stream_writer`. This script verifies the `extensions["progress"]`
+projection yields each progress event in order.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import (
+    ASSISTANT_ID,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+
+async def run_async() -> None:
+    header("async extensions[progress]")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            events: list[dict] = []
+            async for event in thread.extensions["progress"]:
+                print(f"  progress: {event!r}")
+                events.append(event)
+            print(f"  total progress events: {len(events)}")
+            assert events, "expected at least one progress event"
+            # Verify ordering covers the node sequence.
+            steps = [e.get("step") for e in events]
+            print(f"  step sequence: {steps}")
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync extensions[progress]")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            events: list[dict] = []
+            for event in thread.extensions["progress"]:
+                print(f"  progress: {event!r}")
+                events.append(event)
+            print(f"  total progress events: {len(events)}")
+            assert events, "expected at least one progress event"
+            steps = [e.get("step") for e in events]
+            print(f"  step sequence: {steps}")
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()
@@ -0,0 +1,67 @@
+"""Exercise helper methods on `thread` against the integration API.
+
+Covers `thread.agent.get_tree(xray=...)` and the extensions cache.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import (
+    ASSISTANT_ID,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+
+async def run_async() -> None:
+    header("async helpers (agent.get_tree, extensions cache)")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            tree = await thread.agent.get_tree()
+            print(f"  get_tree() returned: nodes={list(tree.get('nodes', []))[:5]} ...")
+            assert tree, "expected non-empty tree"
+
+            tree_xray = await thread.agent.get_tree(xray=True)
+            print(f"  get_tree(xray=True) returned keys: {list(tree_xray)[:5]}")
+
+            # Extensions cache: same name returns same projection instance.
+            a = thread.extensions["progress"]
+            b = thread.extensions["progress"]
+            assert a is b, "expected cached _ExtensionProjection on repeated access"
+            print("  extensions cache: OK (same projection instance reused)")
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync helpers (agent.get_tree, extensions cache)")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            tree = thread.agent.get_tree()
+            print(f"  get_tree() returned: nodes={list(tree.get('nodes', []))[:5]} ...")
+            assert tree, "expected non-empty tree"
+
+            tree_xray = thread.agent.get_tree(xray=True)
+            print(f"  get_tree(xray=True) returned keys: {list(tree_xray)[:5]}")
+
+            a = thread.extensions["progress"]
+            b = thread.extensions["progress"]
+            assert a is b, "expected cached _ExtensionProjection on repeated access"
+            print("  extensions cache: OK (same projection instance reused)")
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()
@@ -0,0 +1,97 @@
+"""Exercise lifecycle state + `thread.run.respond(...)` against the integration API.
+
+The example graph's `ask_human` node calls `interrupt("Are we good?")`. This
+script:
+
+1. Starts a run.
+2. Waits until `thread.interrupted` becomes True (an `input.requested`
+   lifecycle event lands).
+3. Inspects `thread.interrupts` to see the outstanding payload.
+4. Calls `thread.run.respond("yes")` to resume.
+5. Awaits `thread.output` for the final state.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import (
+    ASSISTANT_ID,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+
+async def run_async() -> None:
+    header("async lifecycle + respond")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            # Drain values until interrupt fires. (`thread.values` ends when
+            # the run terminates OR when the run is paused on an interrupt;
+            # the latter sets `thread.interrupted` mid-iteration.)
+            saw_interrupt = False
+            async for _snap in thread.values:
+                if thread.interrupted:
+                    saw_interrupt = True
+                    break
+
+            print(f"  thread.interrupted = {thread.interrupted}")
+            print(f"  thread.interrupts  = {thread.interrupts!r}")
+            assert thread.interrupted, "expected an interrupt before the run completed"
+            assert thread.interrupts, "expected interrupts list to be populated"
+
+            await thread.run.respond("yes")
+
+            final = await thread.output
+            print(f"  final output items: {final.get('items')!r}")
+            assert "asked" in final.get("items", []), (
+                "expected ask_human to have run after respond"
+            )
+            print(f"  saw_interrupt before respond = {saw_interrupt}")
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync lifecycle + respond")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            saw_interrupt = False
+            for _snap in thread.values:
+                if thread.interrupted:
+                    saw_interrupt = True
+                    break
+
+            print(f"  thread.interrupted = {thread.interrupted}")
+            print(f"  thread.interrupts  = {thread.interrupts!r}")
+            assert thread.interrupted, "expected an interrupt before the run completed"
+            assert thread.interrupts, "expected interrupts list to be populated"
+
+            thread.run.respond("yes")
+
+            final = thread.output
+            print(f"  final output items: {final.get('items')!r}")
+            assert "asked" in final.get("items", []), (
+                "expected ask_human to have run after respond"
+            )
+            print(f"  saw_interrupt before respond = {saw_interrupt}")
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()
@@ -0,0 +1,83 @@
+"""Exercise `thread.messages` against the integration API.
+
+The ``stream_message`` node in ``streaming_graph`` invokes a fake
+``FakeMessagesListChatModel`` whose ``_stream`` callbacks drive
+langgraph's ``StreamMessagesHandlerV2`` -> ``MessagesTransformer``,
+so the v3 ``messages`` channel emits the normalized delta lifecycle
+(``message-start`` -> ``content-block-start`` ->
+``content-block-delta`` -> ``content-block-finish`` ->
+``message-finish``) at root namespace.
+
+Pattern note: drain the outer iterator first (list comprehension)
+before consuming each handle's chunks -- the outer iterator yields
+on ``message-start`` but the inner ``chunk`` stream only completes
+when ``message-finish`` is processed by the outer iter. Iterating
+chunks while the outer is suspended at ``yield`` deadlocks.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import (
+    ASSISTANT_ID,
+    auto_respond_async,
+    auto_respond_sync,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+
+async def run_async() -> None:
+    header("async messages")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+            # Graph interrupts at `ask_human`; background responder
+            # unblocks so terminal lifecycle fires and the messages
+            # iterator exits cleanly.
+            responder = auto_respond_async(thread)
+
+            streams = [s async for s in thread.messages]
+            await responder
+            print(f"  total streams: {len(streams)}")
+            for stream in streams:
+                text = "".join([t async for t in stream.text])
+                msg_id = getattr(stream, "message_id", None) or "?"
+                print(f"  message {msg_id}: {text!r}")
+            assert streams, "expected at least one streamed message"
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync messages")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+            responder = auto_respond_sync(thread)
+
+            streams = list(thread.messages)
+            responder.join(timeout=5)
+            print(f"  total streams: {len(streams)}")
+            for stream in streams:
+                text = "".join(list(stream.text))
+                msg_id = getattr(stream, "message_id", None) or "?"
+                print(f"  message {msg_id}: {text!r}")
+            assert streams, "expected at least one streamed message"
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()
@@ -0,0 +1,197 @@
+"""Exercise stream-handle close + recovery against the integration API.
+
+The SDK's "reconnect on transport drop" code path (controller
+`_reconnect_shared_stream`) only fires when `shared.done` resolves to a
+non-cancelled error — i.e. genuine network/server failures, not graceful
+client-initiated closes. Reliably faking such an error against a real
+server is brittle, so this script asserts the next-strongest invariant:
+**a client-initiated stream close mid-iteration must not corrupt durable
+state**.
+
+Concretely:
+
+1. Start the run; let the auto-responder unblock the interrupt.
+2. Drop the shared SSE handle after the first snapshot.
+3. The values projection iterator may end early (the close drains the
+   sub queue with `None`), but `thread.output` must still resolve to the
+   canonical terminal state via the REST fallback path.
+4. No exception escapes the iteration.
+
+We also instrument `_dedup_iter` to count any duplicate event_ids and
+print the counter for visibility. A future regression that
+double-delivers events through the controller would surface here.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import functools
+from typing import Any
+
+from _common import (
+    ASSISTANT_ID,
+    auto_respond_async,
+    auto_respond_sync,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+_EXPECTED_TERMINAL_ITEMS = ["streamed", "tool", "asked", "sub"]
+
+
+def _instrument_dedup_async(controller: Any) -> dict[str, int]:
+    """Wrap `_dedup_iter` so duplicate event_ids are counted."""
+    counter = {"drops": 0, "yields": 0}
+    original = controller._dedup_iter.__func__  # type: ignore[attr-defined]
+
+    @functools.wraps(original)
+    async def _counted(self, source):  # type: ignore[no-untyped-def]
+        async for event in source:
+            event_id = event.get("event_id")
+            if event_id is not None:
+                if event_id in self._seen_event_ids:
+                    counter["drops"] += 1
+                    continue
+                self._seen_event_ids.add(event_id)
+            counter["yields"] += 1
+            yield event
+
+    controller._dedup_iter = _counted.__get__(controller, type(controller))
+    return counter
+
+
+def _instrument_dedup_sync(controller: Any) -> dict[str, int]:
+    counter = {"drops": 0, "yields": 0}
+    original = controller._dedup_iter.__func__  # type: ignore[attr-defined]
+
+    @functools.wraps(original)
+    def _counted(self, source):  # type: ignore[no-untyped-def]
+        for event in source:
+            event_id = event.get("event_id")
+            if event_id is not None:
+                if event_id in self._seen_event_ids:
+                    counter["drops"] += 1
+                    continue
+                self._seen_event_ids.add(event_id)
+            counter["yields"] += 1
+            yield event
+
+    controller._dedup_iter = _counted.__get__(controller, type(controller))
+    return counter
+
+
+async def run_async() -> None:
+    header("async stream-close mid-iteration (terminal state via REST)")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            counter = _instrument_dedup_async(thread)
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            responder = auto_respond_async(thread)
+
+            snapshots: list[dict] = []
+            dropped = False
+            iteration_error: BaseException | None = None
+            try:
+                async for snap in thread.values:
+                    snapshots.append(snap)
+                    if not dropped and thread._shared_stream is not None:
+                        print(f"  dropping shared stream (cursor={thread._cursor})...")
+                        await thread._shared_stream.close()
+                        dropped = True
+            except BaseException as err:
+                iteration_error = err
+
+            await responder
+
+            final = await thread.output
+            print(f"  snapshots seen before drop: {len(snapshots)}")
+            print(f"  final items={final.get('items')!r}")
+            print(f"  dedup drops={counter['drops']} yields={counter['yields']}")
+            print(f"  iteration_error={iteration_error!r}")
+
+            assert dropped, "expected to drop the shared stream during iteration"
+            assert snapshots, "expected at least one snapshot before the drop"
+            assert iteration_error is None, (
+                f"values iterator raised on stream close: {iteration_error!r}"
+            )
+            assert final.get("items") == _EXPECTED_TERMINAL_ITEMS, (
+                f"terminal state not reached via REST after drop: "
+                f"items={final.get('items')!r}"
+            )
+            assert counter["drops"] == 0, (
+                f"unexpected dedup activity (drops={counter['drops']}); "
+                "no rotation occurred so no overlap was expected"
+            )
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync stream-close mid-iteration (terminal state via REST)")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            controller = thread._controller
+            counter = _instrument_dedup_sync(controller)
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            responder = auto_respond_sync(thread)
+
+            snapshots: list[dict] = []
+            dropped = False
+            iteration_error: BaseException | None = None
+            try:
+                for snap in thread.values:
+                    snapshots.append(snap)
+                    if (
+                        not dropped
+                        and controller is not None
+                        and controller._shared_stream is not None
+                    ):
+                        print(
+                            f"  dropping shared stream (cursor={controller._cursor})..."
+                        )
+                        controller._shared_stream.close()
+                        dropped = True
+            except BaseException as err:
+                iteration_error = err
+
+            responder.join(timeout=10)
+
+            final = thread.output
+            print(f"  snapshots seen before drop: {len(snapshots)}")
+            print(f"  final items={final.get('items')!r}")
+            print(f"  dedup drops={counter['drops']} yields={counter['yields']}")
+            print(f"  iteration_error={iteration_error!r}")
+
+            assert dropped, "expected to drop the shared stream during iteration"
+            assert snapshots, "expected at least one snapshot before the drop"
+            assert iteration_error is None, (
+                f"values iterator raised on stream close: {iteration_error!r}"
+            )
+            assert final.get("items") == _EXPECTED_TERMINAL_ITEMS, (
+                f"terminal state not reached via REST after drop: "
+                f"items={final.get('items')!r}"
+            )
+            assert counter["drops"] == 0, (
+                f"unexpected dedup activity (drops={counter['drops']}); "
+                "no rotation occurred so no overlap was expected"
+            )
+    finally:
+        with contextlib.suppress(Exception):
+            raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()
@@ -0,0 +1,107 @@
+"""Exercise `thread.subgraphs` against both example graphs.
+
+Two passes:
+
+1. `agent` (plain `StateGraph`): the parent calls a nested subgraph via
+   `subgraph.invoke(...)` from a node. This may or may not surface as a
+   v3 scoped child handle depending on how the server emits namespaces
+   for nested invokes — included so we can compare behavior.
+
+2. `deep_agent`: built with `create_deep_agent` + one `SubAgent`. The
+   supervisor's model is scripted to issue a `task(researcher, ...)`
+   call, which IS the path that produces a proper scoped child handle
+   on `thread.subgraphs`. This is the canonical exercise for the v3
+   scoped-subgraph surface.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import check_api_reachable, header, make_async_client, make_sync_client
+
+
+async def _drain_subgraphs(thread) -> list:
+    """Drain ``thread.subgraphs`` to a list of {path, messages} dicts.
+
+    The outer subgraphs iterator must complete before we deep-iterate
+    each handle's ``messages`` projection -- the same nested-iteration
+    deadlock pattern as ``thread.tool_calls`` (see
+    ``test_tools.py``). So we first collect handles, then drain
+    each handle's messages serially.
+    """
+    handles: list = [h async for h in thread.subgraphs]
+    children: list = []
+    for child in handles:
+        print(f"  child handle path={child.path}")
+        # Just count handle paths; deep message iteration on scoped
+        # handles has its own draining pattern and isn't the goal of
+        # this test (which exercises subgraph discovery via
+        # child-namespace ``lifecycle: started``).
+        children.append({"path": child.path})
+    return children
+
+
+def _drain_subgraphs_sync(thread) -> list:
+    handles = list(thread.subgraphs)
+    children: list = []
+    for child in handles:
+        print(f"  child handle path={child.path}")
+        children.append({"path": child.path})
+    return children
+
+
+async def run_async() -> None:
+    threads, raw = make_async_client()
+    try:
+        header("async subgraphs / agent (plain StateGraph)")
+        async with threads.stream(assistant_id="agent") as thread:
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+            children = await _drain_subgraphs(thread)
+        print(f"  agent: total subgraph handles: {len(children)}")
+
+        header("async subgraphs / deep_agent (create_deep_agent + SubAgent)")
+        async with threads.stream(assistant_id="deep_agent") as thread:
+            await thread.run.start(
+                input={
+                    "messages": [{"role": "user", "content": "research the v3 spec"}]
+                },
+            )
+            children = await _drain_subgraphs(thread)
+        print(f"  deep_agent: total subgraph handles: {len(children)}")
+        assert children, "deep_agent should produce at least one direct-child handle"
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    threads, raw = make_sync_client()
+    try:
+        header("sync subgraphs / agent")
+        with threads.stream(assistant_id="agent") as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+            children = _drain_subgraphs_sync(thread)
+        print(f"  agent: total subgraph handles: {len(children)}")
+
+        header("sync subgraphs / deep_agent")
+        with threads.stream(assistant_id="deep_agent") as thread:
+            thread.run.start(
+                input={
+                    "messages": [{"role": "user", "content": "research the v3 spec"}]
+                },
+            )
+            children = _drain_subgraphs_sync(thread)
+        print(f"  deep_agent: total subgraph handles: {len(children)}")
+        assert children, "deep_agent should produce at least one direct-child handle"
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()
@@ -0,0 +1,96 @@
+"""Exercise `thread.tool_calls` against the `tools_agent` graph.
+
+`tools_agent` (`graph/tools_agent.py`) wraps a
+`FakeMessagesListChatModel` in `create_agent` with a real `search`
+tool. The first scripted model turn returns an `AIMessage` with a
+`tool_calls=[search(query="v3")]`; langchain's tool node then executes
+`search` and surfaces a `ToolMessage`; the second turn returns a final
+`AIMessage("done.")` that terminates the agent.
+
+Compared to `test_tool_calls.py` (which targets the synthetic
+`streaming_graph` and never produces real tool-call telemetry), this
+test verifies the v3 ``tools`` channel actually fires when the
+canonical langchain-agent surface is in play.
+
+Pattern note: `thread.tool_calls` yields handles incrementally, but
+each handle's `deltas` and `output` are only completed when the
+*outer* iterator processes the matching `tool-finished` event. Drain
+the outer iterator to completion FIRST (via a list comprehension),
+then inspect handles -- this is the same pattern used in
+`tests/streaming/test_tool_calls_projection.py`. Iterating
+`handle.deltas` while the outer iterator is still suspended at its
+`yield` deadlocks.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import check_api_reachable, header, make_async_client, make_sync_client
+
+TOOLS_ASSISTANT_ID = "tools_agent"
+
+
+async def run_async() -> None:
+    header("async tools_agent tool_calls")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=TOOLS_ASSISTANT_ID) as thread:
+            await thread.run.start(
+                input={"messages": [{"role": "human", "content": "search for v3"}]}
+            )
+
+            # Drain the outer iterator first; lifecycle-terminal triggers
+            # the None sentinel via the shared SSE fanout once the run
+            # completes naturally.
+            handles = [h async for h in thread.tool_calls]
+            print(f"  total handles: {len(handles)}")
+            for handle in handles:
+                deltas = [d async for d in handle.deltas]
+                output = await handle.output
+                joined = "".join(deltas)
+                print(
+                    f"  tool {handle.name}({handle.tool_call_id}): "
+                    f"args_stream={joined!r} output={output!r}"
+                )
+            assert any(h.name == "search" for h in handles), (
+                "expected `search` tool call"
+            )
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync tools_agent tool_calls")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=TOOLS_ASSISTANT_ID) as thread:
+            thread.run.start(
+                input={"messages": [{"role": "human", "content": "search for v3"}]}
+            )
+
+            handles = list(thread.tool_calls)
+            print(f"  total handles: {len(handles)}")
+            for handle in handles:
+                deltas = list(handle.deltas)
+                output = handle.output
+                joined = "".join(deltas)
+                print(
+                    f"  tool {handle.name}({handle.tool_call_id}): "
+                    f"args_stream={joined!r} output={output!r}"
+                )
+            assert any(h.name == "search" for h in handles), (
+                "expected `search` tool call"
+            )
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()
@@ -0,0 +1,158 @@
+"""Exercise `threads.update_state(...)` mid-run against the integration API.
+
+Flow:
+
+1. Stream the canonical graph; `run.start` with `value="init"`.
+2. Drain values until the interrupt fires at `ask_human`.
+3. Call `threads.update_state(thread_id, {"value": "patched"})` to mutate
+   the persisted state while the run is paused.
+4. Read state back via `threads.get_state(thread_id)` and assert
+   `state["values"]["value"] == "patched"`.
+
+Why no respond afterwards: in langgraph-api, `update_state` against an
+interrupted thread commits a new checkpoint that consumes the
+outstanding interrupt. A subsequent `run.respond(...)` then fails with
+`no_such_interrupt`. The meaningful integration invariant here is just
+that the REST mutation lands on the same persisted thread the streaming
+proxy was driving (no thread_id drift between client and server).
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import time
+
+from _common import (
+    ASSISTANT_ID,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+from langgraph_sdk.errors import ConflictError
+
+_PATCHED_VALUE = "patched"
+_UPDATE_STATE_RETRY_BUDGET = 5.0
+
+
+async def _update_state_with_retry_async(threads, thread_id: str, values: dict) -> None:
+    """Retry update_state on ConflictError until the server's run row settles.
+
+    `thread.interrupted` flips when the client sees the `input.requested`
+    lifecycle event, which can land before the server commits the run row
+    to a non-busy state. Retry with backoff for a few seconds.
+    """
+    delay = 0.05
+    deadline = asyncio.get_running_loop().time() + _UPDATE_STATE_RETRY_BUDGET
+    last_err: Exception | None = None
+    while asyncio.get_running_loop().time() < deadline:
+        try:
+            await threads.update_state(thread_id, values)
+            return
+        except ConflictError as err:
+            last_err = err
+            await asyncio.sleep(delay)
+            delay = min(delay * 2, 0.5)
+    raise AssertionError(
+        f"update_state never accepted within {_UPDATE_STATE_RETRY_BUDGET}s: {last_err!r}"
+    )
+
+
+def _update_state_with_retry_sync(threads, thread_id: str, values: dict) -> None:
+    delay = 0.05
+    deadline = time.monotonic() + _UPDATE_STATE_RETRY_BUDGET
+    last_err: Exception | None = None
+    while time.monotonic() < deadline:
+        try:
+            threads.update_state(thread_id, values)
+            return
+        except ConflictError as err:
+            last_err = err
+            time.sleep(delay)
+            delay = min(delay * 2, 0.5)
+    raise AssertionError(
+        f"update_state never accepted within {_UPDATE_STATE_RETRY_BUDGET}s: {last_err!r}"
+    )
+
+
+async def run_async() -> None:
+    header("async update_state during interrupt")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            async for _ in thread.values:
+                if thread.interrupted:
+                    break
+            assert thread.interrupted, "expected interrupt before update_state"
+
+            pre_state = await threads.get_state(thread.thread_id)
+            pre_value = (pre_state.get("values") or {}).get("value")
+            print(f"  pre-update value={pre_value!r}")
+            # `stream_message` overwrites value="init" with value="x" before the
+            # interrupt; verify we're starting from the expected pre-update state.
+            assert pre_value == "x", f"unexpected pre-update value: {pre_value!r}"
+
+            await _update_state_with_retry_async(
+                threads, thread.thread_id, {"value": _PATCHED_VALUE}
+            )
+
+            post_state = await threads.get_state(thread.thread_id)
+            post_values = post_state.get("values") or {}
+            post_value = post_values.get("value")
+            print(f"  thread_id={thread.thread_id}")
+            print(f"  post-update value={post_value!r}")
+            assert post_value == _PATCHED_VALUE, (
+                f"update_state did not persist: value={post_value!r}"
+            )
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync update_state during interrupt")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            for _ in thread.values:
+                if thread.interrupted:
+                    break
+            assert thread.interrupted, "expected interrupt before update_state"
+
+            pre_state = threads.get_state(thread.thread_id)
+            pre_value = (pre_state.get("values") or {}).get("value")
+            print(f"  pre-update value={pre_value!r}")
+            # `stream_message` overwrites value="init" with value="x" before the
+            # interrupt; verify we're starting from the expected pre-update state.
+            assert pre_value == "x", f"unexpected pre-update value: {pre_value!r}"
+
+            _update_state_with_retry_sync(
+                threads, thread.thread_id, {"value": _PATCHED_VALUE}
+            )
+
+            post_state = threads.get_state(thread.thread_id)
+            post_values = post_state.get("values") or {}
+            post_value = post_values.get("value")
+            print(f"  thread_id={thread.thread_id}")
+            print(f"  post-update value={post_value!r}")
+            assert post_value == _PATCHED_VALUE, (
+                f"update_state did not persist: value={post_value!r}"
+            )
+    finally:
+        with contextlib.suppress(Exception):
+            raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()
@@ -0,0 +1,89 @@
+"""Exercise `thread.values` against the integration API.
+
+The integration graph's `ask_human` node interrupts mid-run. The
+projection iterators (`thread.values`, `.messages`, `.tool_calls`,
+`.subgraphs`) do not terminate on interrupt — they're paused, waiting
+for more events. To drain the full run end-to-end we use a background
+auto-responder that watches `thread.interrupted` and calls
+`thread.run.respond(...)` so the run continues to the terminal.
+
+Run after `docker compose up -d` from `libs/sdk-py/integration/`:
+
+    uv run python integration/scripts/test_values.py
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import (
+    ASSISTANT_ID,
+    auto_respond_async,
+    auto_respond_sync,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+
+async def run_async() -> None:
+    header("async values")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            # Background task: respond to the interrupt so the iterator
+            # eventually sees terminal-completion events.
+            responder = auto_respond_async(thread)
+
+            snapshots: list[dict] = []
+            async for snap in thread.values:
+                snapshots.append(snap)
+                print(
+                    f"  values snapshot: items={snap.get('items')!r} value={snap.get('value')!r}"
+                )
+
+            await responder
+
+            final = await thread.output
+            print(f"  final output items={final.get('items')!r}")
+            assert "sub" in final.get("items", []), "expected subgraph to have run"
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync values")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            responder = auto_respond_sync(thread)
+
+            snapshots: list[dict] = []
+            for snap in thread.values:
+                snapshots.append(snap)
+                print(
+                    f"  values snapshot: items={snap.get('items')!r} value={snap.get('value')!r}"
+                )
+
+            responder.join(timeout=5)
+
+            final = thread.output
+            print(f"  final output items={final.get('items')!r}")
+            assert "sub" in final.get("items", []), "expected subgraph to have run"
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()
@@ -0,0 +1,92 @@
+"""Exercise the WebSocket transport against the integration API.
+
+Equivalent to `test_values.py` but with `transport="websocket"`.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import (
+    ASSISTANT_ID,
+    auto_respond_async,
+    auto_respond_sync,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+
+async def run_async() -> None:
+    header("async websocket transport")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(
+            assistant_id=ASSISTANT_ID,
+            transport="websocket",
+        ) as thread:
+            from langgraph_sdk.stream.transport import ProtocolWebSocketTransport
+
+            assert isinstance(thread._transport, ProtocolWebSocketTransport), (
+                f"expected ws transport, got {type(thread._transport).__name__}"
+            )
+
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            # The graph interrupts at `ask_human`; without a background
+            # responder the values iterator would pause indefinitely.
+            responder = auto_respond_async(thread)
+
+            snapshots: list[dict] = []
+            async for snap in thread.values:
+                snapshots.append(snap)
+                print(f"  ws values snapshot items={snap.get('items')!r}")
+
+            await responder
+
+            final = await thread.output
+            print(f"  final via ws: items={final.get('items')!r}")
+            assert "sub" in final.get("items", []), (
+                "expected subgraph to have run via ws transport"
+            )
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync websocket transport")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(
+            assistant_id=ASSISTANT_ID,
+            transport="websocket",
+        ) as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            responder = auto_respond_sync(thread)
+
+            snapshots: list[dict] = []
+            for snap in thread.values:
+                snapshots.append(snap)
+                print(f"  ws values snapshot items={snap.get('items')!r}")
+
+            responder.join(timeout=5)
+
+            final = thread.output
+            print(f"  final via ws: items={final.get('items')!r}")
+            assert "sub" in final.get("items", []), (
+                "expected subgraph to have run via ws transport"
+            )
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()
@@ -3,6 +3,6 @@ from langgraph_sdk.client import get_client, get_sync_client
 from langgraph_sdk.encryption import Encryption
 from langgraph_sdk.encryption.types import EncryptionContext

-__version__ = "0.3.15"
+__version__ = "0.4.2"

 __all__ = ["Auth", "Encryption", "EncryptionContext", "get_client", "get_sync_client"]
@@ -2,10 +2,12 @@

 from __future__ import annotations

+import uuid
 from collections.abc import AsyncIterator, Mapping, Sequence
 from typing import Any, Literal, overload

 from langgraph_sdk._async.http import HttpClient
+from langgraph_sdk._async.stream import AsyncThreadStream
 from langgraph_sdk._shared.utilities import _quote_path_param
 from langgraph_sdk.schema import (
    Checkpoint,
@@ -734,6 +736,52 @@ class ThreadsClient:
            params=params,
        )

+    def stream(
+        self,
+        thread_id: str | None = None,
+        *,
+        assistant_id: str,
+        headers: Mapping[str, str] | None = None,
+        run_start_timeout: float | None = None,
+        transport: Literal["sse", "websocket"] = "sse",
+    ) -> AsyncThreadStream:
+        """Open a v3 thread-centric streaming session.
+
+        When `thread_id` is None, a fresh UUIDv4 is minted client-side and
+        included in the URL of subsequent `POST /threads/{thread_id}/...`
+        calls. The server creates the thread row lazily on the first
+        `run.start` (internal server detail — the SDK does not send any
+        `if_not_exists` flag). The v3 protocol response carries only
+        `run_id`, never `thread_id` — that's why the SDK mints the id
+        client-side.
+
+        Args:
+            thread_id: optional explicit thread identifier. Defaults to a
+                fresh UUIDv4.
+            assistant_id: assistant the run will use. Required.
+            headers: optional headers forwarded on every command and event
+                request for this stream session.
+            run_start_timeout: optional seconds to wait for an in-flight
+                `run.start` before subscribing operations raise
+                `asyncio.TimeoutError`. Defaults to `None` (wait forever).
+            transport: event transport to use — `"sse"` (default) or
+                `"websocket"`.
+
+        Returns:
+            An `AsyncThreadStream` to use as an async context manager.
+        """
+        if transport not in ("sse", "websocket"):
+            raise ValueError("transport must be 'sse' or 'websocket'.")
+        return AsyncThreadStream(
+            http=self.http,
+            thread_id=thread_id if thread_id is not None else str(uuid.uuid4()),
+            assistant_id=assistant_id,
+            headers=headers,
+            run_start_timeout=run_start_timeout,
+            explicit_thread_id=thread_id is not None,
+            transport_kind=transport,
+        )
+
    async def join_stream(
        self,
        thread_id: str,
@@ -2,11 +2,13 @@

 from __future__ import annotations

+import uuid
 from collections.abc import Iterator, Mapping, Sequence
 from typing import Any, Literal, overload

 from langgraph_sdk._shared.utilities import _quote_path_param
 from langgraph_sdk._sync.http import SyncHttpClient
+from langgraph_sdk._sync.stream import SyncThreadStream
 from langgraph_sdk.schema import (
    Checkpoint,
    Json,
@@ -722,6 +724,41 @@ class SyncThreadsClient:
            params=params,
        )

+    def stream(
+        self,
+        thread_id: str | None = None,
+        *,
+        assistant_id: str,
+        headers: Mapping[str, str] | None = None,
+        run_start_timeout: float | None = None,
+        transport: Literal["sse", "websocket"] = "sse",
+    ) -> SyncThreadStream:
+        """Open a v3 thread-centric streaming session.
+
+        Args:
+            thread_id: optional explicit thread identifier. Defaults to a
+                fresh UUIDv4.
+            assistant_id: assistant the run will use. Required.
+            headers: optional headers forwarded on every command and SSE
+                request for this stream session.
+            transport: event transport to use, `"sse"` (default) or
+                `"websocket"`.
+
+        Returns:
+            A `SyncThreadStream` to use as a context manager.
+        """
+        if transport not in ("sse", "websocket"):
+            raise ValueError("transport must be 'sse' or 'websocket'.")
+        return SyncThreadStream(
+            http=self.http,
+            thread_id=thread_id if thread_id is not None else str(uuid.uuid4()),
+            assistant_id=assistant_id,
+            headers=headers,
+            run_start_timeout=run_start_timeout,
+            explicit_thread_id=thread_id is not None,
+            transport_kind=transport,
+        )
+
    def join_stream(
        self,
        thread_id: str,
@@ -0,0 +1,15 @@
+"""Stream module for LangGraph SDK v3."""
+
+from langchain_protocol import (
+    Channel,
+    Event,
+    Namespace,
+    SubscribeParams,
+)
+
+__all__ = [
+    "Channel",
+    "Event",
+    "Namespace",
+    "SubscribeParams",
+]
@@ -0,0 +1,398 @@
+"""Stream controller: subscription registry and fan-out for AsyncThreadStream.
+
+`StreamController` manages the set of active subscriptions against one shared
+SSE connection, routing events from the shared stream to per-subscription
+queues.  It is the centralised place for:
+
+- subscription registration / teardown
+- shared-stream lifecycle (open, rotate, close)
+- dedup of replayed events across rotations
+- fan-out from the shared stream to subscriber queues
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import logging
+import random
+from collections import OrderedDict
+from collections.abc import AsyncGenerator, AsyncIterator, Awaitable, Callable
+from dataclasses import dataclass, field
+from typing import Any
+
+from langchain_protocol import Event, SubscribeParams
+
+from langgraph_sdk.stream.transport import AsyncProtocolTransport, EventStreamHandle
+
+# ---------------------------------------------------------------------------
+# Bounded LRU set for event-id dedup
+# ---------------------------------------------------------------------------
+
+
+class _SeenEventIds:
+    """LRU set of event ids with bounded memory."""
+
+    __slots__ = ("_data", "_maxsize")
+
+    def __init__(self, maxsize: int = 10_000) -> None:
+        self._data: OrderedDict[str, None] = OrderedDict()
+        self._maxsize = maxsize
+
+    def add(self, event_id: str) -> None:
+        if event_id in self._data:
+            self._data.move_to_end(event_id)
+            return
+        self._data[event_id] = None
+        if len(self._data) > self._maxsize:
+            self._data.popitem(last=False)
+
+    def __contains__(self, event_id: object) -> bool:
+        return event_id in self._data
+
+    def __iter__(self):
+        return iter(self._data)
+
+
+# ---------------------------------------------------------------------------
+# Per-subscription record
+# ---------------------------------------------------------------------------
+
+_logger = logging.getLogger(__name__)
+
+
+@dataclass
+class _Subscription:
+    """Internal record for one active subscription on a `StreamController`."""
+
+    id: int
+    params: SubscribeParams
+    queue: asyncio.Queue = field(default_factory=asyncio.Queue)
+    # Why: asyncio.Queue[Event | None] as a subscript in the field annotation
+    # causes a type error with ty; bare asyncio.Queue is accepted.
+
+
+# ---------------------------------------------------------------------------
+# Rotation close helper
+# ---------------------------------------------------------------------------
+
+
+async def _close_after(handle: EventStreamHandle, *, delay: float = 0.0) -> None:
+    """Close a handle, optionally after a brief delay.
+
+    Used to detach closing the old stream from the synchronous rotation step
+    so the new stream can absorb server-side replayed events first.
+    """
+    if delay:
+        await asyncio.sleep(delay)
+    await handle.close()
+
+
+# ---------------------------------------------------------------------------
+# StreamController
+# ---------------------------------------------------------------------------
+
+
+class StreamController:
+    """Manages subscriptions and fan-out against one shared SSE connection.
+
+    Responsibilities:
+      - subscription registry (register / unregister)
+      - shared-stream lifecycle (open on first subscribe, rotate on filter widen)
+      - dedup of replayed events via a bounded LRU `_SeenEventIds`
+      - fan-out from the shared stream to per-subscription queues
+
+    Args:
+        transport: the `AsyncProtocolTransport` bound to this thread session.
+        run_start_gate: zero-argument async callable that resolves once the
+            current `run.start` has committed server-side (no-op when no
+            run is in flight).
+        max_queue_size: per-subscription queue bound (default 1024).
+        seen_event_ids_max: LRU cap for the dedup set (default 10_000).
+    """
+
+    def __init__(
+        self,
+        *,
+        transport: AsyncProtocolTransport,
+        run_start_gate: Callable[[], Awaitable[None]] | None = None,  # noqa: ARG002
+        max_queue_size: int = 1024,
+        seen_event_ids_max: int = 10_000,
+        max_reconnect_attempts: int = 5,
+        reconnect_backoff_base: float = 0.1,
+        reconnect_backoff_cap: float = 2.0,
+    ) -> None:
+        self._transport = transport
+        self._max_queue_size = max_queue_size
+        self._seen_event_ids = _SeenEventIds(maxsize=seen_event_ids_max)
+        self._next_subscription_id = 1
+        self._subscriptions: dict[int, _Subscription] = {}
+        self._shared_stream: EventStreamHandle | None = None
+        self._shared_stream_filter: dict[str, Any] | None = None
+        self._fanout_task: asyncio.Task[None] | None = None
+        self._rotation_close_tasks: set[asyncio.Task[None]] = set()
+        self._closed = False
+        self._cursor: int | None = None
+        self._max_reconnect_attempts = max_reconnect_attempts
+        self._reconnect_backoff_base = reconnect_backoff_base
+        self._reconnect_backoff_cap = reconnect_backoff_cap
+
+    # ------------------------------------------------------------------
+    # Public API
+    # ------------------------------------------------------------------
+
+    def subscribe(
+        self,
+        channels: list[str],
+        *,
+        namespaces: list[list[str]] | None = None,
+        depth: int | None = None,
+    ) -> AsyncIterator[Event]:
+        """Open a typed subscription against the shared SSE.
+
+        Returns an async iterator that yields raw `Event` dicts matching the
+        given filter. Multiple concurrent subscribes share one HTTP connection
+        whose union expands or rotates as subscriptions come and go.
+        """
+        params: SubscribeParams = {"channels": list(channels)}
+        if namespaces is not None:
+            params["namespaces"] = namespaces
+        if depth is not None:
+            params["depth"] = depth
+        return self._subscription_iter(params)
+
+    async def close(self) -> None:
+        """Tear down the controller, awaiting any pending rotation closes."""
+        if self._closed:
+            return
+        self._closed = True
+        if self._fanout_task is not None:
+            self._fanout_task.cancel()
+            with contextlib.suppress(Exception, asyncio.CancelledError):
+                await self._fanout_task
+        if self._shared_stream is not None:
+            await self._shared_stream.close()
+        if self._rotation_close_tasks:
+            await asyncio.gather(*self._rotation_close_tasks, return_exceptions=True)
+
+    # ------------------------------------------------------------------
+    # Subscription internals
+    # ------------------------------------------------------------------
+
+    def _register_subscription(self, params: SubscribeParams) -> _Subscription:
+        """Allocate a subscription id, create a bounded queue, add to registry."""
+        sub = _Subscription(
+            id=self._next_subscription_id,
+            params=params,
+            queue=asyncio.Queue(maxsize=self._max_queue_size),
+        )
+        self._next_subscription_id += 1
+        self._subscriptions[sub.id] = sub
+        return sub
+
+    def _unregister_subscription(self, subscription_id: int) -> None:
+        """Remove a subscription from the registry. No-op if already absent."""
+        self._subscriptions.pop(subscription_id, None)
+
+    # Public aliases used by tests and external callers.
+    register_subscription = _register_subscription
+    unregister_subscription = _unregister_subscription
+
+    async def _subscription_iter(
+        self, params: SubscribeParams
+    ) -> AsyncGenerator[Event, None]:
+        sub = self._register_subscription(params)
+        try:
+            if self._closed:
+                return
+            await self._reconcile_stream(params)
+            self._ensure_fanout_running()
+            while True:
+                item = await sub.queue.get()
+                if item is None:
+                    return
+                yield item
+        finally:
+            self._unregister_subscription(sub.id)
+
+    # ------------------------------------------------------------------
+    # Fan-out
+    # ------------------------------------------------------------------
+
+    def _ensure_fanout_running(self) -> None:
+        if self._fanout_task is None or self._fanout_task.done():
+            self._fanout_task = asyncio.create_task(self._fanout())
+
+    # Public alias.
+    ensure_fanout_running = _ensure_fanout_running
+
+    async def _fanout(self) -> None:
+        """Single consumer of the shared SSE; routes events to subscriptions.
+
+        Why: rotation in `_reconcile_stream` replaces `_shared_stream` mid-loop.
+        Re-read `self._shared_stream` on each outer iteration so we always
+        consume from the current handle. The old handle's iterator exhausts
+        naturally after `_close_after` closes it.
+
+        On a post-ready transport drop (non-cancelled error in `shared.done`),
+        attempts to reconnect up to `_max_reconnect_attempts` times before
+        giving up and closing subscriber queues.
+        """
+        from langgraph_sdk.stream.subscription import matches_subscription
+
+        while not self._closed:
+            shared = self._shared_stream
+            if shared is None:
+                return
+            try:
+                async for event in self._dedup_iter(shared.events):
+                    if self._closed:
+                        break
+                    for sub in list(self._subscriptions.values()):
+                        if matches_subscription(event, sub.params):
+                            sub.queue.put_nowait(event)
+            except Exception as drop_err:
+                _logger.debug("transport drop in fanout: %r", drop_err)
+
+            if self._shared_stream is shared:
+                err = await shared.done
+                if (
+                    err is not None
+                    and not isinstance(err, asyncio.CancelledError)
+                    and not self._closed
+                ):
+                    with contextlib.suppress(Exception):
+                        await self._shared_stream.close()
+                    reconnected = await self._reconnect_shared_stream()
+                    if reconnected:
+                        continue
+                break
+            # Rotation: loop again to pick up the new _shared_stream.
+
+        # Terminate consumers cleanly on shutdown / stream-end.
+        for sub in self._subscriptions.values():
+            sub.queue.put_nowait(None)
+
+    async def _reconnect_sleep(self, attempt: int) -> None:
+        """Sleep with exponential backoff and jitter for reconnect attempt *attempt*."""
+        base = self._reconnect_backoff_base
+        cap = self._reconnect_backoff_cap
+        delay = min(cap, base * (2**attempt))
+        jitter = random.uniform(0, delay * 0.25)
+        await asyncio.sleep(delay + jitter)
+
+    async def _reconnect_shared_stream(self) -> bool:
+        """Attempt to reopen the shared stream after a transport drop.
+
+        Returns True if a new stream was successfully opened, False if all
+        reconnect attempts were exhausted or the controller was closed.
+        """
+        # We intentionally use the *current* shared_stream_filter (the latest
+        # computed union of all live subscriptions), not the filter that was
+        # active when this stream was originally opened. If subscriptions were
+        # added or removed during the drop window, the reconnect picks up the
+        # new shape.
+        base_filter = self._shared_stream_filter
+        if base_filter is None:
+            return False
+        for attempt in range(self._max_reconnect_attempts):
+            if self._closed:
+                return False
+            try:
+                new_stream = self._transport.open_event_stream(
+                    self._filter_with_since(base_filter)
+                )
+                await new_stream.ready
+            except asyncio.CancelledError:
+                raise
+            except Exception:
+                await self._reconnect_sleep(attempt)
+                continue
+            self._shared_stream = new_stream
+            return True
+        return False
+
+    # ------------------------------------------------------------------
+    # Stream rotation
+    # ------------------------------------------------------------------
+
+    async def _reconcile_stream(self, candidate_filter: SubscribeParams) -> None:
+        """Ensure the shared SSE covers `candidate_filter`. Rotate if not.
+
+        Open-new-before-close-old: any events buffered server-side between
+        the two opens are replayed on the new SSE, and `_seen_event_ids`
+        dedupes the overlap. Awaits `new_stream.ready` so the HTTP connection
+        is established before returning.
+        """
+        from langgraph_sdk.stream.subscription import filter_covers
+
+        if (
+            self._shared_stream is not None
+            and self._shared_stream_filter is not None
+            and filter_covers(self._shared_stream_filter, dict(candidate_filter))
+        ):
+            return  # Existing stream is sufficient.
+
+        new_filter = self._compute_current_union(extra=candidate_filter)
+        new_stream = self._transport.open_event_stream(
+            self._filter_with_since(new_filter)
+        )
+        old_stream = self._shared_stream
+        self._shared_stream = new_stream
+        self._shared_stream_filter = new_filter
+        await new_stream.ready
+        if old_stream is not None:
+            task = asyncio.create_task(_close_after(old_stream))
+            self._rotation_close_tasks.add(task)
+            task.add_done_callback(self._rotation_close_tasks.discard)
+
+    async def reconcile_stream(self, candidate_filter: SubscribeParams) -> None:
+        """Public alias for `_reconcile_stream`."""
+        return await self._reconcile_stream(candidate_filter)
+
+    def _compute_current_union(
+        self, extra: SubscribeParams | None = None
+    ) -> dict[str, Any]:
+        from langgraph_sdk.stream.subscription import compute_union_filter
+
+        filters: list[dict[str, Any]] = [
+            dict(sub.params) for sub in self._subscriptions.values()
+        ]
+        if extra is not None:
+            filters.append(dict(extra))
+        return compute_union_filter(filters)
+
+    # ------------------------------------------------------------------
+    # Cursor tracking
+    # ------------------------------------------------------------------
+
+    def observe_applied_through_seq(self, seq: Any) -> None:
+        """Advance the reconnect cursor from a command response meta sequence."""
+        self._observe_seq(seq)
+
+    def _observe_event(self, event: Event) -> None:
+        self._observe_seq(event.get("seq"))
+
+    def _observe_seq(self, seq: Any) -> None:
+        if isinstance(seq, int) and (self._cursor is None or seq > self._cursor):
+            self._cursor = seq
+
+    def _filter_with_since(self, params: dict[str, Any]) -> dict[str, Any]:
+        out = dict(params)
+        if self._cursor is not None:
+            out["since"] = self._cursor
+        return out
+
+    # ------------------------------------------------------------------
+    # Dedup iterator
+    # ------------------------------------------------------------------
+
+    async def _dedup_iter(self, source: AsyncIterator[Event]) -> AsyncIterator[Event]:
+        async for event in source:
+            event_id = event.get("event_id")
+            if event_id is not None:
+                if event_id in self._seen_event_ids:
+                    continue
+                self._seen_event_ids.add(event_id)
+            self._observe_event(event)
+            yield event
@@ -0,0 +1,359 @@
+"""Per-channel event → items state machines.
+
+Used both by the projection iterators (`_ValuesProjection`,
+`_MessagesProjection`, `_ToolCallsProjection`, `_SubgraphsProjection`) on
+`AsyncThreadStream` / `SyncThreadStream`, and by `interleave_projections`,
+which drives multiple decoders from one shared subscription.
+"""
+
+from __future__ import annotations
+
+from collections.abc import Callable, Iterable, Mapping
+from typing import Any, Literal, Protocol
+
+#: Channel names the public ``interleave_projections`` API accepts as built-ins.
+SUPPORTED_INTERLEAVE_CHANNELS = (
+    "values",
+    "messages",
+    "tool_calls",
+    "subgraphs",
+    "updates",
+    "checkpoints",
+    "tasks",
+)
+
+#: Channel names that ``infer_channel`` recognizes as first-class protocol
+#: methods but that ``interleave_projections`` has no decoder for. Routing them
+#: to the extension/``custom:`` fallback would subscribe to a channel that never
+#: matches and silently yield nothing, so they are rejected up front (fail
+#: closed). ``lifecycle`` is control-plane (drives run output/interrupt); ``tools``
+#: is the wire alias for the public ``tool_calls`` channel.
+RESERVED_INTERLEAVE_CHANNELS = frozenset({"lifecycle", "tools", "input"})
+
+
+def validate_interleave_channels(channels: list[str]) -> None:
+    """Reject reserved protocol channel names before they hit the fallback.
+
+    Genuine extension names pass through untouched; only names that
+    ``infer_channel`` treats as built-in methods without an interleave decoder
+    are rejected, so a typo'd or unsupported protocol channel surfaces an error
+    instead of an empty stream.
+    """
+    for ch in channels:
+        if ch in RESERVED_INTERLEAVE_CHANNELS:
+            hint = ' (use "tool_calls")' if ch == "tools" else ""
+            raise ValueError(
+                f"{ch!r} is not a valid interleave_projections channel{hint}. "
+                f"Supported channels: {', '.join(SUPPORTED_INTERLEAVE_CHANNELS)}, "
+                "or an extension name."
+            )
+
+
+def _event_namespace(params_field: Any) -> list[str]:
+    if not isinstance(params_field, dict):
+        return []
+    namespace = params_field.get("namespace") or []
+    return list(namespace) if isinstance(namespace, list) else []
+
+
+def _message_event_id(data: dict[str, Any]) -> str | None:
+    message_id = data.get("id") or data.get("message_id")
+    return str(message_id) if message_id is not None else None
+
+
+def _message_route_key(data: dict[str, Any], fallback: str | None = None) -> str:
+    """Return the routing key for a message-channel event in `active`.
+
+    Keys on `message_id` when available so concurrent messages that share the
+    same `run_id` (two AI turns in one agent step) route to independent streams
+    rather than colliding on a shared `run:<run_id>` slot.
+    """
+    message_id = _message_event_id(data)
+    if message_id is not None:
+        return f"message:{message_id}"
+    if fallback is not None:
+        return f"message:{fallback}"
+    return "__single__"
+
+
+SubgraphStatus = Literal["started", "completed", "failed", "interrupted"]
+
+
+def _parse_namespace_segment(segment: str) -> tuple[str, str | None]:
+    name, sep, task_id = segment.partition(":")
+    return name, task_id if sep else None
+
+
+def _terminal_from_tasks_result(
+    data: dict[str, Any],
+) -> tuple[SubgraphStatus, str | None]:
+    if data.get("interrupts"):
+        return "interrupted", None
+    error = data.get("error")
+    if error:
+        return "failed", str(error)
+    return "completed", None
+
+
+def _is_direct_child(namespace: list[str], scope: tuple[str, ...]) -> bool:
+    return len(namespace) == len(scope) + 1 and tuple(namespace[: len(scope)]) == scope
+
+
+class Decoder(Protocol):
+    def feed(self, event: Mapping[str, Any]) -> Iterable[Any]: ...
+
+
+class DataDecoder:
+    """Yields `params.data` from events of a single `method`.
+
+    Covers the channels whose projection is just "emit the payload": `values`,
+    `updates`, `checkpoints`, `tasks` — the SDK analog of local's
+    `Values`/`Updates`/`Checkpoints`/`TasksTransformer`, all of which push
+    `params["data"]` unchanged. The REST-state seeding for `values` stays at
+    the projection layer; it is a one-shot pre-stream fetch, not part of the
+    event state machine.
+
+    Args:
+        method: The protocol `method` this decoder consumes.
+        namespace: When not `None`, events whose namespace differs are ignored
+            (scope filter, mirroring the local transformers' `namespace != scope`
+            check). `None` consumes every namespace — the historical `values`
+            projection behavior, where subscription scoping is handled upstream.
+    """
+
+    def __init__(self, method: str, namespace: list[str] | None = None):
+        self._method = method
+        self._namespace = list(namespace) if namespace is not None else None
+
+    def feed(self, event: Mapping[str, Any]) -> Iterable[Any]:
+        if event.get("method") != self._method:
+            return
+        params = event.get("params") or {}
+        if self._namespace is not None and _event_namespace(params) != self._namespace:
+            return
+        data = params.get("data")
+        if data is not None:
+            yield data
+
+
+class MessagesDecoder:
+    """Yields one chat-model stream per `message-start` event.
+
+    Subsequent events route to the matching stream via `stream.dispatch(data)`.
+    Mirrors the per-event body of `_MessagesProjection._messages_iter`
+    (`_async/stream.py:404-458`). The subscription open/close and the
+    `_root_messages_inbox` drain branch stay at the projection layer.
+
+    Args:
+        namespace: Events whose namespace differs are ignored (scope filter).
+        stream_factory: Keyword-only `(namespace, node, message_id) -> stream`.
+            Sync binds `ChatModelStream`; async binds `AsyncChatModelStream`.
+    """
+
+    def __init__(
+        self,
+        namespace: list[str],
+        stream_factory: Callable[..., Any],
+    ):
+        self._namespace = list(namespace)
+        self._stream_factory = stream_factory
+        self._active: dict[str, Any] = {}  # route_key -> stream
+
+    def feed(self, event: Mapping[str, Any]) -> Iterable[Any]:
+        if event.get("method") != "messages":
+            return
+        params = event.get("params") or {}
+        if _event_namespace(params) != self._namespace:
+            return
+        data = params.get("data")
+        if not isinstance(data, dict):
+            return
+        if data.get("event") == "message-start":
+            message_id = _message_event_id(data)
+            key = _message_route_key(data, fallback=message_id)
+            metadata = (
+                data.get("metadata") if isinstance(data.get("metadata"), dict) else {}
+            )
+            stream = self._stream_factory(
+                namespace=list(self._namespace),
+                node=metadata.get("langgraph_node") if metadata else None,
+                message_id=message_id,
+            )
+            self._active[key] = stream
+            stream.dispatch(data)
+            yield stream
+        else:
+            key = _message_route_key(data)
+            stream = self._active.get(key)
+            if stream is None and key == "__single__" and len(self._active) == 1:
+                stream = next(iter(self._active.values()))
+            if stream is None:
+                return
+            stream.dispatch(data)
+            if data.get("event") in ("message-finish", "error"):
+                for route_key, candidate in list(self._active.items()):
+                    if candidate is stream:
+                        del self._active[route_key]
+
+
+class ToolCallsDecoder:
+    """Yields one tool-call handle per `tool-started` event.
+
+    Mirrors the per-event body of `_ToolCallsProjection._tool_calls_iter`
+    (`_async/stream.py:1168-1217`). The thread register/unregister and the
+    terminal-error-on-close finally stay at the projection / wrapper layer.
+
+    Args:
+        namespace: Events whose namespace differs are ignored.
+        handle_factory: Keyword-only `(tool_call_id, name, input, namespace) -> handle`.
+    """
+
+    def __init__(self, namespace: list[str], handle_factory: Callable[..., Any]):
+        self._namespace = list(namespace)
+        self._handle_factory = handle_factory
+        self._active: dict[str, Any] = {}
+
+    def feed(self, event: Mapping[str, Any]) -> Iterable[Any]:
+        if event.get("method") != "tools":
+            return
+        params = event.get("params") or {}
+        if _event_namespace(params) != self._namespace:
+            return
+        data = params.get("data")
+        if not isinstance(data, dict):
+            return
+        tool_call_id = data.get("tool_call_id")
+        if not isinstance(tool_call_id, str):
+            return
+        event_type = data.get("event")
+        if event_type == "tool-started":
+            name = data.get("tool_name")
+            handle = self._handle_factory(
+                tool_call_id=tool_call_id,
+                name=name if isinstance(name, str) else "",
+                input=data.get("input"),
+                namespace=list(self._namespace),
+            )
+            self._active[tool_call_id] = handle
+            yield handle
+        elif event_type == "tool-output-delta":
+            handle = self._active.get(tool_call_id)
+            delta = data.get("delta")
+            if handle is not None and isinstance(delta, str):
+                handle._push_delta(delta)
+        elif event_type == "tool-finished":
+            handle = self._active.pop(tool_call_id, None)
+            if handle is not None:
+                handle._finish(data.get("output"))
+        elif event_type == "tool-error":
+            handle = self._active.pop(tool_call_id, None)
+            if handle is not None:
+                message = data.get("message")
+                handle._fail(
+                    RuntimeError(str(message) if message else "Tool call errored")
+                )
+
+
+class SubgraphsDecoder:
+    """Discovers child subgraph handles and fans out events to active ones.
+
+    Mirrors the per-event body of `_SubgraphsProjection._subgraphs_iter`
+    (`_async/stream.py:963-1041`) plus `_apply_tasks_result`. Root-inbox
+    forwarding and terminal-status-on-close stay at the projection / wrapper
+    layer.
+
+    Args:
+        scope: Tuple-form namespace of this decoder's parent. `()` for root.
+        handle_factory: Keyword-only `(path, graph_name, trigger_call_id) -> handle`.
+    """
+
+    def __init__(self, scope: tuple[str, ...], handle_factory: Callable[..., Any]):
+        self._scope = scope
+        self._handle_factory = handle_factory
+        self._active: dict[tuple[str, ...], Any] = {}
+        self._seen: set[tuple[str, ...]] = set()
+
+    def feed(self, event: Mapping[str, Any]) -> Iterable[Any]:
+        params = event.get("params") or {}
+        namespace = _event_namespace(params)
+        data = params.get("data")
+        if not isinstance(data, dict):
+            return
+        method = event.get("method")
+
+        # 1. Fanout: first active child whose path prefixes this namespace.
+        ns_tuple = tuple(namespace)
+        for child_path, child_handle in self._active.items():
+            child_len = len(child_path)
+            if len(ns_tuple) >= child_len and ns_tuple[:child_len] == child_path:
+                child_handle._push_event(event)
+                break
+
+        # 2 + 3. Discovery / status from tasks; discovery from lifecycle.
+        if method == "tasks":
+            if "result" in data:
+                self._apply_tasks_result(namespace, data)
+            elif _is_direct_child(namespace, self._scope):
+                yield from self._discover(namespace)
+        elif (
+            method == "lifecycle"
+            and data.get("event") == "started"
+            and _is_direct_child(namespace, self._scope)
+        ):
+            yield from self._discover(namespace)
+
+    def _discover(self, namespace: list[str]) -> Iterable[Any]:
+        path = tuple(namespace)
+        if path in self._seen:
+            return
+        self._seen.add(path)
+        graph_name, trigger_call_id = _parse_namespace_segment(path[-1])
+        handle = self._handle_factory(
+            path=path,
+            graph_name=graph_name or None,
+            trigger_call_id=trigger_call_id,
+        )
+        self._active[path] = handle
+        yield handle
+
+    def _apply_tasks_result(self, namespace: list[str], data: dict[str, Any]) -> None:
+        result_id = data.get("id")
+        if not result_id:
+            return
+        parent_path = tuple(namespace)
+        for child_path, handle in list(self._active.items()):
+            if child_path[:-1] != parent_path:
+                continue
+            if handle.trigger_call_id != result_id:
+                continue
+            status, error = _terminal_from_tasks_result(data)
+            handle._finish(status, error)
+            del self._active[child_path]
+
+
+class ExtensionsDecoder:
+    """Yields `params.data` from one named custom channel.
+
+    Mirrors `_ExtensionProjection._iter` (`_async/stream.py:1278-1299`), with
+    an added name filter so it can share one subscription in interleave.
+
+    Args:
+        name: The extension name. Only `custom` events whose `data["name"]`
+            matches are consumed.
+    """
+
+    def __init__(self, name: str):
+        if not name:
+            raise ValueError("extension name must be non-empty.")
+        self._name = name
+
+    def feed(self, event: Mapping[str, Any]) -> Iterable[Any]:
+        if event.get("method") != "custom":
+            return
+        params = event.get("params") or {}
+        data = params.get("data")
+        if not isinstance(data, dict):
+            return
+        if data.get("name") != self._name:
+            return
+        yield data
@@ -0,0 +1,71 @@
+"""Unbounded async-iterable append-only log with per-iterator cursors.
+
+Direct port of `libs/sdk/src/client/stream/multi-cursor-buffer.ts`. Each
+`async for` loop gets its own cursor starting at position 0, so late
+consumers still see all previously buffered items. Lifetime is bounded by
+the owning projection / handle; there is no eviction policy.
+"""
+
+from __future__ import annotations
+
+import asyncio
+from collections.abc import AsyncIterable, AsyncIterator
+from typing import Generic, TypeVar
+
+T = TypeVar("T")
+
+
+class MultiCursorBuffer(AsyncIterable[T], Generic[T]):
+    def __init__(self) -> None:
+        self._items: list[T] = []
+        self._wakeups: set[asyncio.Future[None]] = set()
+        self._closed = False
+
+    def push(self, item: T) -> None:
+        # Post-close pushes are accepted: cursors already terminated miss the item,
+        # but new cursors started later see the full log including it. Matches JS.
+        self._items.append(item)
+        self._wake_all()
+
+    def close(self) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        self._wake_all()
+
+    def __len__(self) -> int:
+        return len(self._items)
+
+    def __aiter__(self) -> AsyncIterator[T]:
+        return _Cursor(self)
+
+    def _wake_all(self) -> None:
+        for fut in self._wakeups:
+            if not fut.done():
+                fut.set_result(None)
+        self._wakeups.clear()
+
+
+class _Cursor(Generic[T]):
+    def __init__(self, buffer: MultiCursorBuffer[T]) -> None:
+        self._buffer = buffer
+        self._idx = 0
+
+    def __aiter__(self) -> _Cursor[T]:
+        return self
+
+    async def __anext__(self) -> T:
+        while True:
+            if self._idx < len(self._buffer._items):
+                item = self._buffer._items[self._idx]
+                self._idx += 1
+                return item
+            if self._buffer._closed:
+                raise StopAsyncIteration
+            loop = asyncio.get_running_loop()
+            fut: asyncio.Future[None] = loop.create_future()
+            self._buffer._wakeups.add(fut)
+            try:
+                await fut
+            finally:
+                self._buffer._wakeups.discard(fut)
@@ -0,0 +1,208 @@
+"""Subscription matching: channel inference + namespace prefix filtering.
+
+Direct port of `libs/sdk/src/client/stream/subscription.ts` from the JS SDK.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+from langchain_protocol import Channel, Event, Namespace, SubscribeParams
+
+
+def normalize_segment(segment: str) -> str:
+    """Strip the dynamic suffix after `:` from a namespace segment."""
+    idx = segment.find(":")
+    return segment if idx == -1 else segment[:idx]
+
+
+def is_prefix_match(event_namespace: Namespace, prefix: Namespace) -> bool:
+    """Whether `event_namespace` starts with `prefix`.
+
+    Segments compare literally first; if the prefix segment contains no `:`,
+    the candidate is also compared after its dynamic suffix is stripped.
+    Mirrors `is_prefix_match` in `api/langgraph_api/protocol/namespace.py`.
+    """
+    if len(prefix) > len(event_namespace):
+        return False
+    for seg, candidate in zip(prefix, event_namespace, strict=False):
+        if candidate == seg:
+            continue
+        if ":" in seg:
+            return False
+        if normalize_segment(candidate) == seg:
+            continue
+        return False
+    return True
+
+
+def namespace_matches(
+    event_namespace: Namespace,
+    prefixes: list[Namespace] | None,
+    depth: int | None,
+) -> bool:
+    """Whether `event_namespace` matches any of `prefixes` within `depth`."""
+    if not prefixes:
+        return True
+    for prefix in prefixes:
+        if not is_prefix_match(event_namespace, prefix):
+            continue
+        if depth is None:
+            return True
+        if len(event_namespace) - len(prefix) <= depth:
+            return True
+    return False
+
+
+_DIRECT_METHODS = {
+    "values",
+    "checkpoints",
+    "updates",
+    "messages",
+    "tools",
+    "lifecycle",
+    "tasks",
+}
+
+
+def infer_channel(event: Event) -> Channel | None:
+    """Map a protocol event's `method` to its subscription channel.
+
+    Returns `None` for unrecognized methods so new server-side channels (e.g.
+    from extension transformers) don't break existing clients.
+    """
+    method = event.get("method")
+    if method in _DIRECT_METHODS:
+        return method  # type: ignore[return-value]
+    if method == "custom":
+        params = event.get("params") or {}
+        data = params.get("data") if isinstance(params, dict) else None
+        name = data.get("name") if isinstance(data, dict) else None
+        # JS uses != null; truthiness here treats name="" the same as missing.
+        return f"custom:{name}" if name else "custom"
+    if method == "input.requested":
+        return "input"
+    return None
+
+
+def matches_subscription(event: Event, definition: SubscribeParams) -> bool:
+    """Whether `event` should be delivered for `definition`."""
+    channel = infer_channel(event)
+    if channel is None:
+        return False
+    channels = definition.get("channels", [])
+    if channel not in channels and not (
+        channel.startswith("custom:") and "custom" in channels
+    ):
+        return False
+    params = event.get("params") or {}
+    namespace = params.get("namespace", []) if isinstance(params, dict) else []
+    return namespace_matches(
+        namespace,
+        definition.get("namespaces"),
+        definition.get("depth"),
+    )
+
+
+def compute_union_filter(
+    subscriptions: list[dict[str, Any]],
+) -> dict[str, Any]:
+    """Aggregate a set of subscription filters into one covering filter.
+
+    Direct port of `client/stream/index.ts:#computeUnionFilter`.
+
+    - Channels are unioned.
+    - Namespaces: if any subscription omits `namespaces` (wildcard), the union
+      is unscoped (omits the key). Otherwise, deduplicated union.
+    - Depth: if any subscription omits `depth` (unbounded), the union is
+      unbounded (omits the key). Otherwise, take the max. `depth=0` is a
+      valid bounded value — never omit when all subscriptions provide it.
+
+    Args:
+        subscriptions: list of `SubscribeParams`-shaped dicts.
+
+    Returns:
+        A `SubscribeParams`-shaped dict covering every input.
+    """
+    if not subscriptions:
+        return {"channels": []}
+
+    channels: set[str] = set()
+    wildcard_namespaces = False
+    namespace_map: dict[tuple[str, ...], list[str]] = {}
+    unbounded_depth = False
+    max_depth = 0
+
+    for sub in subscriptions:
+        for ch in sub.get("channels", []):
+            channels.add(ch)
+
+        sub_namespaces = sub.get("namespaces")
+        if sub_namespaces is None:
+            wildcard_namespaces = True
+        elif not wildcard_namespaces:
+            for ns in sub_namespaces:
+                namespace_map[tuple(ns)] = ns
+
+        sub_depth = sub.get("depth")
+        if sub_depth is None:
+            unbounded_depth = True
+        elif not unbounded_depth and sub_depth > max_depth:
+            max_depth = sub_depth
+
+    result: dict[str, Any] = {"channels": sorted(channels)}
+    if not wildcard_namespaces and namespace_map:
+        result["namespaces"] = list(namespace_map.values())
+    if not unbounded_depth:
+        result["depth"] = max_depth
+    return result
+
+
+def filter_covers(coverer: dict[str, Any], target: dict[str, Any]) -> bool:
+    """Whether `coverer` is a superset of `target`.
+
+    Direct port of `client/stream/index.ts:filterCovers`. Depth coverage
+    accounts for namespace-prefix offset: a scoped coverer needs enough depth
+    to absorb the extra levels of any deeper target namespace prefix.
+    """
+    coverer_channels = set(coverer.get("channels", []))
+    for ch in target.get("channels", []):
+        if ch not in coverer_channels:
+            return False
+
+    coverer_depth = coverer.get("depth")
+    target_depth = target.get("depth")
+    coverer_namespaces = coverer.get("namespaces")
+    target_namespaces = target.get("namespaces")
+
+    # Unscoped coverer covers any namespace; depth is a simple scalar check.
+    if coverer_namespaces is None:
+        if coverer_depth is None:
+            return True
+        if target_depth is None:
+            return False
+        return target_depth <= coverer_depth
+
+    # Scoped coverer cannot cover an unscoped target.
+    if target_namespaces is None:
+        return False
+
+    # Each target namespace must be covered by SOME coverer namespace,
+    # AND the depth-with-offset must fit.
+    for tp in target_namespaces:
+        covered = False
+        for cp in coverer_namespaces:
+            if not is_prefix_match(tp, cp):
+                continue
+            if coverer_depth is None:
+                covered = True
+                break
+            if target_depth is None:
+                # target wants unbounded depth — coverer bounded can't cover.
+                continue
+            if len(tp) - len(cp) + target_depth <= coverer_depth:
+                covered = True
+                break
+        if not covered:
+            return False
+    return True
@@ -0,0 +1,342 @@
+"""Synchronous shared-stream fan-out controller for v3 thread streaming."""
+
+from __future__ import annotations
+
+import contextlib
+import logging
+import random
+import threading
+import time
+from dataclasses import dataclass, field
+from queue import Queue as _Queue
+from typing import Any
+
+from langchain_protocol import Event, SubscribeParams
+
+from langgraph_sdk.stream.subscription import compute_union_filter, filter_covers
+from langgraph_sdk.stream.transport import (
+    SyncEventStreamHandle,
+    SyncProtocolTransport,
+)
+
+_logger = logging.getLogger(__name__)
+
+
+_ROOT_TERMINAL_LIFECYCLE_EVENTS = frozenset({"completed", "failed"})
+
+
+def _is_root_terminal_lifecycle(event: Any) -> bool:
+    """Return True for a root-namespace lifecycle event marking run end.
+
+    Matches the wire shape ``{method: "lifecycle", params: {namespace: [],
+    data: {event: "completed" | "failed"}}}``. Subgraph lifecycle events
+    (non-empty namespace) do not terminate the parent run.
+    """
+    if not isinstance(event, dict):
+        return False
+    if event.get("method") != "lifecycle":
+        return False
+    params = event.get("params") or {}
+    if not isinstance(params, dict):
+        return False
+    if params.get("namespace") or []:
+        return False
+    data = params.get("data") or {}
+    if not isinstance(data, dict):
+        return False
+    return data.get("event") in _ROOT_TERMINAL_LIFECYCLE_EVENTS
+
+
+@dataclass
+class _SyncSubscription:
+    id: int
+    params: SubscribeParams
+    queue: _Queue[Event | None] = field(default_factory=_Queue)
+    # Why: using `queue.Queue` in the annotation causes ty to resolve `queue`
+    # as the field being defined (name shadowing), not the stdlib module.
+
+
+_DEFAULT_RUN_START_TIMEOUT: float = 30.0
+
+
+class SyncStreamController:
+    """Owns the sync shared SSE handle, subscription registry, and fan-out thread."""
+
+    def __init__(
+        self,
+        transport: SyncProtocolTransport,
+        *,
+        run_start_gate: threading.Event | None = None,
+        run_start_timeout: float = _DEFAULT_RUN_START_TIMEOUT,
+        max_reconnect_attempts: int = 5,
+        reconnect_backoff_base: float = 0.1,
+        reconnect_backoff_cap: float = 10.0,
+    ) -> None:
+        self._transport = transport
+        self._next_subscription_id = 1
+        self._subscriptions: dict[int, _SyncSubscription] = {}
+        self._seen_event_ids: set[str] = set()
+        self._shared_stream: SyncEventStreamHandle | None = None
+        self._shared_stream_filter: dict[str, Any] | None = None
+        self._fanout_thread: threading.Thread | None = None
+        self._closed = False
+        self._lock = threading.RLock()
+        self._cursor: int | None = None
+        # When None, no gate is applied and reconcile_stream proceeds immediately.
+        # SyncThreadStream passes an un-set Event so subscriptions wait until
+        # run.start completes.
+        self._run_start_gate = run_start_gate
+        self._run_start_timeout = run_start_timeout
+        self._max_reconnect_attempts = max_reconnect_attempts
+        self._reconnect_backoff_base = reconnect_backoff_base
+        self._reconnect_backoff_cap = reconnect_backoff_cap
+        self._drain_threads: set[threading.Thread] = set()
+
+    def register_subscription(self, params: SubscribeParams) -> _SyncSubscription:
+        with self._lock:
+            sub = _SyncSubscription(id=self._next_subscription_id, params=params)
+            self._next_subscription_id += 1
+            self._subscriptions[sub.id] = sub
+            return sub
+
+    def unregister_subscription(self, subscription_id: int) -> None:
+        with self._lock:
+            self._subscriptions.pop(subscription_id, None)
+
+    def signal_paused(self) -> None:
+        """Wake every active subscription iterator on interrupt (run pause).
+
+        Pushes the terminal sentinel (`None`) into every subscription queue.
+        Iterators see `None` and return; the shared SSE keeps running so
+        re-iteration after `run.respond(...)` registers a fresh subscription
+        and resumes.
+        """
+        with self._lock:
+            subs = list(self._subscriptions.values())
+        for sub in subs:
+            sub.queue.put(None)
+
+    def reconcile_stream(self, candidate_filter: SubscribeParams) -> None:
+        if self._run_start_gate is not None and not self._run_start_gate.wait(
+            timeout=self._run_start_timeout
+        ):
+            raise TimeoutError("Sync run.start gate timeout.")
+        with self._lock:
+            if (
+                self._shared_stream is not None
+                and self._shared_stream_filter is not None
+                and filter_covers(self._shared_stream_filter, dict(candidate_filter))
+            ):
+                return
+            new_filter = self._compute_current_union(extra=candidate_filter)
+            old_stream = self._shared_stream
+            self._shared_stream = self._transport.open_event_stream(
+                self._filter_with_since(new_filter)
+            )
+            self._shared_stream_filter = new_filter
+            if old_stream is not None:
+                drain_thread = threading.Thread(
+                    target=self._drain_and_close,
+                    args=(old_stream,),
+                    daemon=True,
+                    name="langgraph-sdk-sync-rotation-drain",
+                )
+                self._drain_threads.add(drain_thread)
+                drain_thread.start()
+
+    def ensure_fanout_running(self) -> None:
+        with self._lock:
+            if self._fanout_thread is not None and self._fanout_thread.is_alive():
+                return
+            self._fanout_thread = threading.Thread(
+                target=self._fanout,
+                name="langgraph-sdk-sync-stream-fanout",
+                daemon=True,
+            )
+            self._fanout_thread.start()
+
+    def _fanout(self) -> None:
+        from langgraph_sdk.stream.subscription import matches_subscription
+
+        while True:
+            with self._lock:
+                if self._closed:
+                    return
+                shared = self._shared_stream
+            if shared is None:
+                return
+            try:
+                for event in self._dedup_iter(shared.events):
+                    with self._lock:
+                        if self._closed:
+                            break
+                        subscriptions = list(self._subscriptions.values())
+                    for sub in subscriptions:
+                        if matches_subscription(event, sub.params):
+                            sub.queue.put(event)
+                    # Root-terminal lifecycle: push `None` into all sub
+                    # queues so projection iterators exit when the run
+                    # ends naturally. Terminal is processed in seq order
+                    # on the shared SSE, so in-flight values/tools/
+                    # messages events for this run are already queued
+                    # before None.
+                    if _is_root_terminal_lifecycle(event):
+                        self.signal_paused()
+            except Exception:
+                pass  # transport drop — attempt reconnect below
+
+            with self._lock:
+                if self._shared_stream is not shared:
+                    continue  # rotation happened; pick up new stream
+                # No rotation — check if this was a transport drop
+            err = shared.error()
+            if err is not None and not self._closed:
+                if self._reconnect_shared_stream():
+                    continue
+            break
+
+        with self._lock:
+            for sub in self._subscriptions.values():
+                sub.queue.put(None)
+
+    def _reconnect_shared_stream(self) -> bool:
+        with self._lock:
+            base_filter = self._shared_stream_filter
+        if base_filter is None:
+            return False
+        for _ in range(self._max_reconnect_attempts):
+            with self._lock:
+                if self._closed:
+                    return False
+                params = self._filter_with_since(base_filter)
+            try:
+                new_stream = self._transport.open_event_stream(params)
+            except Exception:
+                continue
+            with self._lock:
+                self._shared_stream = new_stream
+            return True
+        return False
+
+    def _compute_current_union(
+        self, extra: SubscribeParams | None = None
+    ) -> dict[str, Any]:
+        filters = [dict(sub.params) for sub in self._subscriptions.values()]
+        if extra is not None:
+            filters.append(dict(extra))
+        # Always include lifecycle in the shared SSE filter so `_fanout`
+        # sees root-terminal events in seq order with the projection
+        # events. See `_is_root_terminal_lifecycle`.
+        filters.append({"channels": ["lifecycle"]})
+        return compute_union_filter(filters)
+
+    def observe_applied_through_seq(self, seq: Any) -> None:
+        """Advance the reconnect cursor from a command response meta sequence."""
+        with self._lock:
+            self._observe_seq(seq)
+
+    def _observe_event(self, event: Event) -> None:
+        with self._lock:
+            self._observe_seq(event.get("seq"))
+
+    def _observe_seq(self, seq: Any) -> None:
+        if isinstance(seq, int) and (self._cursor is None or seq > self._cursor):
+            self._cursor = seq
+
+    def _filter_with_since(self, params: dict[str, Any]) -> dict[str, Any]:
+        out = dict(params)
+        if self._cursor is not None:
+            out["since"] = self._cursor
+        return out
+
+    def _dedup_iter(self, source: Any) -> Any:
+        for event in source:
+            event_id = event.get("event_id")
+            if event_id is not None:
+                if event_id in self._seen_event_ids:
+                    continue
+                self._seen_event_ids.add(event_id)
+            self._observe_event(event)
+            yield event
+
+    def _drain_and_close(self, handle: SyncEventStreamHandle) -> None:
+        """Drain remaining events from an old handle before closing it.
+
+        Runs in a background thread spawned by `reconcile_stream` on rotation
+        so buffered events are not lost when the shared stream is replaced.
+        Events are dispatched to subscribers regardless of `_closed` so that
+        already-buffered events reach consumers before the handle is closed.
+        """
+        from langgraph_sdk.stream.subscription import matches_subscription
+
+        try:
+            for event in self._dedup_iter(handle.events):
+                with self._lock:
+                    subscriptions = list(self._subscriptions.values())
+                for sub in subscriptions:
+                    if matches_subscription(event, sub.params):
+                        sub.queue.put(event)
+        except Exception as err:
+            _logger.debug("rotation drain exception: %r", err)
+        finally:
+            with contextlib.suppress(Exception):
+                handle.close()
+            with self._lock:
+                self._drain_threads.discard(threading.current_thread())
+
+    def _reconnect_sleep(self, attempt: int) -> None:
+        """Sleep with exponential backoff + jitter before a reconnect attempt."""
+        base = self._reconnect_backoff_base
+        cap = self._reconnect_backoff_cap
+        delay = min(cap, base * (2**attempt))
+        jitter = random.uniform(0, delay * 0.25)
+        time.sleep(delay + jitter)
+
+    def _reconnect_shared_stream(self) -> bool:
+        """Attempt to reopen the shared stream after a transport drop.
+
+        Returns True if a new stream was successfully opened, False if all
+        reconnect attempts were exhausted or the controller was closed.
+        """
+        base_filter = self._shared_stream_filter
+        if base_filter is None:
+            return False
+        for attempt in range(self._max_reconnect_attempts):
+            if self._closed:
+                return False
+            if attempt > 0:
+                self._reconnect_sleep(attempt - 1)
+            try:
+                new_handle = self._transport.open_event_stream(
+                    self._filter_with_since(base_filter)
+                )
+                old = self._shared_stream
+                self._shared_stream = new_handle
+                if old is not None:
+                    with contextlib.suppress(Exception):
+                        old.close()
+                return True
+            except Exception as err:
+                _logger.debug("sync reconnect attempt %d failed: %r", attempt, err)
+        return False
+
+    def close(self) -> None:
+        with self._lock:
+            if self._closed:
+                return
+            self._closed = True
+            shared = self._shared_stream
+            for sub in self._subscriptions.values():
+                sub.queue.put(None)
+        if shared is not None:
+            shared.close()
+        thread = self._fanout_thread
+        if thread is not None and thread.is_alive():
+            with contextlib.suppress(RuntimeError):
+                thread.join(timeout=1.0)
+        with self._lock:
+            drain_threads = set(self._drain_threads)
+        for drain in drain_threads:
+            if drain.is_alive():
+                with contextlib.suppress(RuntimeError):
+                    drain.join(timeout=1.0)
@@ -0,0 +1,27 @@
+"""Public exports for the v3 streaming transport layer."""
+
+from langgraph_sdk.stream.transport.base import (
+    AsyncProtocolTransport,
+    EventStreamHandle,
+    SyncEventStreamHandle,
+    SyncProtocolTransport,
+    build_event_stream_body,
+    build_websocket_url,
+)
+from langgraph_sdk.stream.transport.http import ProtocolSseTransport
+from langgraph_sdk.stream.transport.sync_http import SyncProtocolSseTransport
+from langgraph_sdk.stream.transport.sync_ws import SyncProtocolWebSocketTransport
+from langgraph_sdk.stream.transport.ws import ProtocolWebSocketTransport
+
+__all__ = [
+    "AsyncProtocolTransport",
+    "EventStreamHandle",
+    "ProtocolSseTransport",
+    "ProtocolWebSocketTransport",
+    "SyncEventStreamHandle",
+    "SyncProtocolSseTransport",
+    "SyncProtocolTransport",
+    "SyncProtocolWebSocketTransport",
+    "build_event_stream_body",
+    "build_websocket_url",
+]
@@ -0,0 +1,79 @@
+"""Shared transport contracts for v3 thread-centric streaming."""
+
+from __future__ import annotations
+
+import asyncio
+from collections.abc import AsyncIterator, Awaitable, Callable, Iterator, Mapping
+from dataclasses import dataclass
+from typing import Any, Protocol
+
+import httpx
+from langchain_protocol import Event
+
+
+@dataclass
+class EventStreamHandle:
+    """Handle for one async filtered event stream."""
+
+    events: AsyncIterator[Event]
+    ready: asyncio.Future[None]
+    done: asyncio.Future[BaseException | None]
+    close: Callable[[], Awaitable[None]]
+
+
+@dataclass
+class SyncEventStreamHandle:
+    """Handle for one sync filtered event stream."""
+
+    events: Iterator[Event]
+    error: Callable[[], BaseException | None]
+    close: Callable[[], None]
+
+
+class AsyncProtocolTransport(Protocol):
+    """Protocol implemented by async SSE and WebSocket transports."""
+
+    thread_id: str
+
+    async def send_command(self, command: dict[str, Any]) -> dict[str, Any] | None: ...
+
+    def open_event_stream(self, params: dict[str, Any]) -> EventStreamHandle: ...
+
+    async def close(self) -> None: ...
+
+
+class SyncProtocolTransport(Protocol):
+    """Protocol implemented by sync SSE and WebSocket transports."""
+
+    thread_id: str
+
+    def send_command(self, command: dict[str, Any]) -> dict[str, Any] | None: ...
+
+    def open_event_stream(self, params: dict[str, Any]) -> SyncEventStreamHandle: ...
+
+    def close(self) -> None: ...
+
+
+def build_event_stream_body(params: dict[str, Any]) -> dict[str, Any]:
+    body: dict[str, Any] = {"channels": params["channels"]}
+    if params.get("namespaces") is not None:
+        body["namespaces"] = params["namespaces"]
+    if params.get("depth") is not None:
+        body["depth"] = params["depth"]
+    since = params.get("since")
+    if isinstance(since, int):
+        body["since"] = since
+    return body
+
+
+def build_websocket_url(base_url: httpx.URL, path: str) -> str:
+    """Convert an HTTP base URL plus API path into a WebSocket URL."""
+    scheme = "wss" if base_url.scheme == "https" else "ws"
+    base_path = base_url.path.rstrip("/")
+    stream_path = path if path.startswith("/") else f"/{path}"
+    full_path = f"{base_path}{stream_path}" if base_path else stream_path
+    return str(base_url.copy_with(scheme=scheme, path=full_path, query=None))
+
+
+def websocket_headers(headers: Mapping[str, str] | None) -> list[tuple[str, str]]:
+    return list(dict(headers or {}).items())
@@ -0,0 +1,199 @@
+"""HTTP/SSE transport for the v3 thread-centric protocol.
+
+Direct port of `libs/sdk/src/client/stream/transport/http.ts`.
+
+`ProtocolSseTransport` is bound to a single `thread_id` at construction. Commands
+go to `POST /threads/{thread_id}/commands` (JSON in, JSON out). Each
+`open_event_stream(params)` opens an independent filtered SSE connection at
+`POST /threads/{thread_id}/stream/events` with the `SubscribeParams` in the
+request body.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+from collections.abc import AsyncIterator, Mapping
+from typing import Any, cast
+
+import httpx
+import orjson
+from langchain_protocol import Event
+
+from langgraph_sdk._shared.utilities import _quote_path_param
+from langgraph_sdk.sse import BytesLineDecoder, SSEDecoder
+from langgraph_sdk.stream.transport.base import (
+    EventStreamHandle,
+    build_event_stream_body,
+)
+
+_build_event_stream_body = build_event_stream_body
+
+
+class ProtocolSseTransport:
+    """v3 protocol transport bound to a single `thread_id`.
+
+    Commands go to `POST /threads/{thread_id}/commands` (JSON in, JSON out).
+    `open_event_stream` opens filtered SSE streams against
+    `POST /threads/{thread_id}/stream/events`.
+    """
+
+    def __init__(
+        self,
+        *,
+        client: httpx.AsyncClient,
+        thread_id: str,
+        commands_path: str | None = None,
+        stream_path: str | None = None,
+        headers: Mapping[str, str] | None = None,
+        max_queue_size: int = 1024,
+    ) -> None:
+        self._client = client
+        self.thread_id = thread_id
+        self._commands_url = (
+            commands_path or f"/threads/{_quote_path_param(thread_id)}/commands"
+        )
+        self._stream_url = (
+            stream_path or f"/threads/{_quote_path_param(thread_id)}/stream/events"
+        )
+        self._default_headers: dict[str, str] = dict(headers or {})
+        self._max_queue_size = max_queue_size
+        self._closed = False
+        self._event_streams: set[asyncio.Task[None]] = set()
+
+    async def send_command(self, command: dict[str, Any]) -> dict[str, Any] | None:
+        """POST a command. Returns the response JSON, or `None` for 202/204.
+
+        Raises:
+            httpx.HTTPStatusError: server returned >= 400.
+            RuntimeError: the transport has been closed via `close()`.
+            RuntimeError: server returned a response missing the protocol envelope.
+        """
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+        # Merge default headers first so content-type always wins.
+        merged_headers = {**self._default_headers, "content-type": "application/json"}
+        response = await self._client.post(
+            self._commands_url,
+            content=orjson.dumps(command),
+            headers=merged_headers,
+        )
+        response.raise_for_status()
+        if response.status_code in (202, 204):
+            return None
+        if not response.content:
+            raise RuntimeError("Protocol command did not return a valid response.")
+        try:
+            payload = orjson.loads(response.content)
+        except orjson.JSONDecodeError as err:
+            raise RuntimeError(
+                "Protocol command did not return a valid response."
+            ) from err
+        if not isinstance(payload, dict) or "id" not in payload:
+            raise RuntimeError("Protocol command did not return a valid response.")
+        return payload
+
+    def open_event_stream(self, params: dict[str, Any]) -> EventStreamHandle:
+        """Open an independent filtered SSE event stream.
+
+        Posts `params` as a SubscribeParams body to `/threads/{thread_id}/stream/events`.
+        Returns an `EventStreamHandle` whose `events` async iterator yields typed
+        `Event` dicts as the server emits them. `handle.ready` resolves on a 2xx
+        response (rejects on HTTP error or transport failure before headers).
+
+        Reconnect: pass `params["since"]` to filter outbound seqs server-side. The
+        cursor goes in the request body, not as a `Last-Event-ID` header.
+        """
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+
+        loop = asyncio.get_running_loop()
+        ready: asyncio.Future[None] = loop.create_future()
+        done: asyncio.Future[BaseException | None] = loop.create_future()
+        queue: asyncio.Queue[Event | None] = asyncio.Queue(maxsize=self._max_queue_size)
+        cancel_event = asyncio.Event()
+
+        async def pump() -> None:
+            try:
+                # Merge default headers first so fixed SSE headers always win.
+                sse_headers = {
+                    **self._default_headers,
+                    "content-type": "application/json",
+                    "accept": "text/event-stream",
+                    "cache-control": "no-store",
+                }
+                async with self._client.stream(
+                    "POST",
+                    self._stream_url,
+                    content=orjson.dumps(build_event_stream_body(params)),
+                    headers=sse_headers,
+                ) as response:
+                    response.raise_for_status()
+                    if not ready.done():
+                        ready.set_result(None)
+                    line_decoder = BytesLineDecoder()
+                    sse_decoder = SSEDecoder()
+                    async for chunk in response.aiter_bytes():
+                        if cancel_event.is_set():
+                            break
+                        for line in line_decoder.decode(chunk):
+                            part = sse_decoder.decode(bytes(line))
+                            if part is None:
+                                continue
+                            if isinstance(part.data, dict):
+                                await queue.put(cast("Event", part.data))
+                    # Drain any trailing buffered line, then fire any pending event.
+                    if not cancel_event.is_set():
+                        for line in line_decoder.flush():
+                            part = sse_decoder.decode(bytes(line))
+                            if part is not None and isinstance(part.data, dict):
+                                await queue.put(cast("Event", part.data))
+                        part = sse_decoder.decode(b"")
+                        if part is not None and isinstance(part.data, dict):
+                            await queue.put(cast("Event", part.data))
+            except asyncio.CancelledError as err:
+                if not done.done():
+                    done.set_result(err)
+                raise
+            except BaseException as err:
+                if not ready.done():
+                    ready.set_exception(err)
+                if not done.done():
+                    done.set_result(err)
+            finally:
+                if not done.done():
+                    done.set_result(None)
+                await queue.put(None)  # sentinel: end of stream
+
+        task = asyncio.create_task(pump())
+        self._event_streams.add(task)
+        task.add_done_callback(self._event_streams.discard)
+
+        async def aiter() -> AsyncIterator[Event]:
+            while True:
+                item = await queue.get()
+                if item is None or cancel_event.is_set():
+                    return
+                yield item
+
+        async def close() -> None:
+            cancel_event.set()
+            # Why: pump may be mid-`finally`; ensure consumer unblocks.
+            queue.put_nowait(None)
+            task.cancel()
+            with contextlib.suppress(asyncio.CancelledError, Exception):
+                await task
+
+        return EventStreamHandle(events=aiter(), ready=ready, done=done, close=close)
+
+    async def close(self) -> None:
+        """Cancel any open event streams and mark the transport closed. Idempotent."""
+        if self._closed:
+            return
+        self._closed = True
+        tasks = list(self._event_streams)
+        for task in tasks:
+            task.cancel()
+        if tasks:
+            with contextlib.suppress(Exception, asyncio.CancelledError):
+                await asyncio.gather(*tasks, return_exceptions=True)
@@ -0,0 +1,136 @@
+"""Synchronous HTTP/SSE transport for the v3 thread-centric protocol."""
+
+from __future__ import annotations
+
+import contextlib
+from collections.abc import Iterator, Mapping
+from typing import Any, cast
+
+import httpx
+import orjson
+from langchain_protocol import Event
+
+from langgraph_sdk._shared.utilities import _quote_path_param
+from langgraph_sdk.sse import BytesLineDecoder, SSEDecoder
+from langgraph_sdk.stream.transport.base import (
+    SyncEventStreamHandle,
+    build_event_stream_body,
+)
+
+
+class SyncProtocolSseTransport:
+    """Sync v3 protocol transport bound to one thread id."""
+
+    def __init__(
+        self,
+        *,
+        client: httpx.Client,
+        thread_id: str,
+        commands_path: str | None = None,
+        stream_path: str | None = None,
+        headers: Mapping[str, str] | None = None,
+    ) -> None:
+        self._client = client
+        self.thread_id = thread_id
+        self._commands_url = (
+            commands_path or f"/threads/{_quote_path_param(thread_id)}/commands"
+        )
+        self._stream_url = (
+            stream_path or f"/threads/{_quote_path_param(thread_id)}/stream/events"
+        )
+        self._default_headers: dict[str, str] = dict(headers or {})
+        self._closed = False
+        self._open_responses: list[httpx.Response] = []
+
+    def send_command(self, command: dict[str, Any]) -> dict[str, Any] | None:
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+        merged_headers = {**self._default_headers, "content-type": "application/json"}
+        response = self._client.post(
+            self._commands_url,
+            content=orjson.dumps(command),
+            headers=merged_headers,
+        )
+        response.raise_for_status()
+        if response.status_code in (202, 204):
+            return None
+        payload = orjson.loads(response.content)
+        if not isinstance(payload, dict) or "id" not in payload:
+            raise RuntimeError("Protocol command did not return a valid response.")
+        return payload
+
+    def open_event_stream(self, params: dict[str, Any]) -> SyncEventStreamHandle:
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+        sse_headers = {
+            **self._default_headers,
+            "content-type": "application/json",
+            "accept": "text/event-stream",
+            "cache-control": "no-store",
+        }
+        request = self._client.build_request(
+            "POST",
+            self._stream_url,
+            content=orjson.dumps(build_event_stream_body(params)),
+            headers=sse_headers,
+        )
+        stream_cm = self._client.send(request, stream=True)
+        stream_cm.raise_for_status()
+        content_type = stream_cm.headers.get("content-type", "").partition(";")[0]
+        if "text/event-stream" not in content_type:
+            stream_cm.close()
+            raise httpx.TransportError(
+                "Expected response header Content-Type to contain "
+                f"'text/event-stream', got {content_type!r}"
+            )
+        self._open_responses.append(stream_cm)
+        closed = False
+        stream_error: BaseException | None = None
+
+        def events() -> Iterator[Event]:
+            nonlocal stream_error
+            line_decoder = BytesLineDecoder()
+            sse_decoder = SSEDecoder()
+            try:
+                for chunk in stream_cm.iter_bytes():
+                    if closed:
+                        return
+                    for line in line_decoder.decode(chunk):
+                        part = sse_decoder.decode(bytes(line))
+                        if part is not None and isinstance(part.data, dict):
+                            yield cast("Event", part.data)
+                for line in line_decoder.flush():
+                    part = sse_decoder.decode(bytes(line))
+                    if part is not None and isinstance(part.data, dict):
+                        yield cast("Event", part.data)
+                part = sse_decoder.decode(b"")
+                if part is not None and isinstance(part.data, dict):
+                    yield cast("Event", part.data)
+            except BaseException as exc:
+                if not closed:
+                    stream_error = exc
+                raise
+            finally:
+                with contextlib.suppress(ValueError):
+                    self._open_responses.remove(stream_cm)
+                stream_cm.close()
+
+        def error() -> BaseException | None:
+            return stream_error
+
+        def close() -> None:
+            nonlocal closed
+            closed = True
+            with contextlib.suppress(Exception):
+                stream_cm.close()
+
+        return SyncEventStreamHandle(events=events(), error=error, close=close)
+
+    def close(self) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        for response in list(self._open_responses):
+            with contextlib.suppress(Exception):
+                response.close()
+        self._open_responses.clear()
@@ -0,0 +1,153 @@
+"""Sync WebSocket transport for the v3 thread-centric protocol."""
+
+from __future__ import annotations
+
+import contextlib
+from collections.abc import Callable, Iterator, Mapping
+from typing import Any, cast
+
+import httpx
+import orjson
+from langchain_protocol import Event
+from websockets.sync.client import connect as websocket_connect
+
+from langgraph_sdk._shared.utilities import _quote_path_param
+from langgraph_sdk.stream.transport.base import (
+    SyncEventStreamHandle,
+    build_event_stream_body,
+    build_websocket_url,
+    websocket_headers,
+)
+
+
+class SyncProtocolWebSocketTransport:
+    """Sync v3 protocol transport using HTTP commands and WebSocket events."""
+
+    def __init__(
+        self,
+        *,
+        client: httpx.Client,
+        thread_id: str,
+        commands_path: str | None = None,
+        stream_path: str | None = None,
+        headers: Mapping[str, str] | None = None,
+        connect: Callable[..., Any] = websocket_connect,
+        ping_interval: float | None = 20.0,
+        ping_timeout: float | None = 20.0,
+    ) -> None:
+        self._client = client
+        self.thread_id = thread_id
+        self._commands_url = (
+            commands_path or f"/threads/{_quote_path_param(thread_id)}/commands"
+        )
+        self._stream_path = (
+            stream_path or f"/threads/{_quote_path_param(thread_id)}/stream/events"
+        )
+        self._default_headers: dict[str, str] = dict(headers or {})
+        self._connect = connect
+        self._ping_interval = ping_interval
+        self._ping_timeout = ping_timeout
+        self._closed = False
+
+    def send_command(self, command: dict[str, Any]) -> dict[str, Any] | None:
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+        merged_headers = {**self._default_headers, "content-type": "application/json"}
+        response = self._client.post(
+            self._commands_url,
+            content=orjson.dumps(command),
+            headers=merged_headers,
+        )
+        response.raise_for_status()
+        if response.status_code in (202, 204):
+            return None
+        payload = orjson.loads(response.content)
+        if not isinstance(payload, dict) or "id" not in payload:
+            raise RuntimeError("Protocol command did not return a valid response.")
+        return payload
+
+    def open_event_stream(self, params: dict[str, Any]) -> SyncEventStreamHandle:
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+        closed = False
+        stream_error: BaseException | None = None
+
+        url = build_websocket_url(self._client.base_url, self._stream_path)
+        handshake_headers = list(websocket_headers(self._default_headers))
+        cookie_header = _cookie_header(self._client, self._stream_path)
+        if cookie_header:
+            handshake_headers.append(("Cookie", cookie_header))
+        # Pre-enter the WebSocket context manager so close() can reach the socket
+        # immediately, even before the caller has started iterating events().
+        ws_cm = self._connect(
+            url,
+            additional_headers=handshake_headers,
+            ping_interval=self._ping_interval,
+            ping_timeout=self._ping_timeout,
+        )
+        websocket = ws_cm.__enter__()
+
+        def events() -> Iterator[Event]:
+            nonlocal stream_error
+            try:
+                # Wrap the initial subscribe in a ``subscription.subscribe``
+                # Protocol command envelope so the server's WS endpoint
+                # (see ``langgraph-api`` ``api/event_streaming.py``
+                # ``_thread_websocket``) accepts it. Bare subscribe bodies
+                # are rejected with ``invalid_argument``.
+                subscribe_command = {
+                    "id": 1,
+                    "method": "subscription.subscribe",
+                    "params": build_event_stream_body(params),
+                }
+                websocket.send(orjson.dumps(subscribe_command).decode())
+                for raw in websocket:
+                    if closed:
+                        return
+                    payload = _decode_frame(raw)
+                    if isinstance(payload, dict):
+                        yield cast("Event", payload)
+            except BaseException as exc:
+                if not closed:
+                    stream_error = exc
+                raise
+            finally:
+                with contextlib.suppress(Exception):
+                    ws_cm.__exit__(None, None, None)
+
+        def error() -> BaseException | None:
+            return stream_error
+
+        def close() -> None:
+            nonlocal closed
+            closed = True
+            with contextlib.suppress(Exception):
+                websocket.close()
+
+        return SyncEventStreamHandle(events=events(), error=error, close=close)
+
+    def close(self) -> None:
+        self._closed = True
+
+
+def _decode_frame(raw: str | bytes | bytearray | memoryview) -> Any:
+    if isinstance(raw, str):
+        return orjson.loads(raw.encode())
+    return orjson.loads(bytes(raw))
+
+
+def _cookie_header(client: httpx.Client, path: str) -> str | None:
+    """Build a `Cookie` header for the WebSocket handshake.
+
+    Why pass `path`: `dict(client.cookies)` flattens the entire jar without
+    domain/path filtering, so cookies set by responses from other origins would
+    leak to the WS server. We delegate to `httpx.Cookies.set_cookie_header`,
+    which applies the same `CookieJar` rules httpx uses for regular HTTP
+    requests, scoping the result to `client.base_url` + `path`.
+    """
+    if not list(client.cookies.jar):
+        return None
+    target = client.base_url.copy_with(path=path)
+    request = httpx.Request("GET", target)
+    client.cookies.set_cookie_header(request)
+    return request.headers.get("Cookie")
@@ -0,0 +1,223 @@
+"""Async WebSocket transport for the v3 thread-centric protocol."""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+from collections.abc import AsyncIterator, Callable, Mapping
+from typing import Any, cast
+
+import httpx
+import orjson
+from langchain_protocol import Event
+from websockets.asyncio.client import connect as websocket_connect
+from websockets.exceptions import ConnectionClosedError, ConnectionClosedOK
+
+from langgraph_sdk._shared.utilities import _quote_path_param
+from langgraph_sdk.stream.transport.base import (
+    EventStreamHandle,
+    build_event_stream_body,
+    build_websocket_url,
+    websocket_headers,
+)
+
+
+class ProtocolWebSocketTransport:
+    """v3 protocol transport using HTTP commands and WebSocket events."""
+
+    def __init__(
+        self,
+        *,
+        client: httpx.AsyncClient,
+        thread_id: str,
+        commands_path: str | None = None,
+        stream_path: str | None = None,
+        headers: Mapping[str, str] | None = None,
+        connect: Callable[..., Any] = websocket_connect,
+        max_queue_size: int = 1024,
+        ping_interval: float | None = 20.0,
+        ping_timeout: float | None = 20.0,
+    ) -> None:
+        self._client = client
+        self.thread_id = thread_id
+        self._commands_url = (
+            commands_path or f"/threads/{_quote_path_param(thread_id)}/commands"
+        )
+        self._stream_path = (
+            stream_path or f"/threads/{_quote_path_param(thread_id)}/stream/events"
+        )
+        self._default_headers: dict[str, str] = dict(headers or {})
+        self._connect = connect
+        self._max_queue_size = max_queue_size
+        self._ping_interval = ping_interval
+        self._ping_timeout = ping_timeout
+        self._closed = False
+        self._event_streams: set[asyncio.Task[None]] = set()
+
+    async def send_command(self, command: dict[str, Any]) -> dict[str, Any] | None:
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+        merged_headers = {**self._default_headers, "content-type": "application/json"}
+        response = await self._client.post(
+            self._commands_url,
+            content=orjson.dumps(command),
+            headers=merged_headers,
+        )
+        response.raise_for_status()
+        if response.status_code in (202, 204):
+            return None
+        payload = orjson.loads(response.content)
+        if not isinstance(payload, dict) or "id" not in payload:
+            raise RuntimeError("Protocol command did not return a valid response.")
+        return payload
+
+    def open_event_stream(self, params: dict[str, Any]) -> EventStreamHandle:
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+
+        loop = asyncio.get_running_loop()
+        ready: asyncio.Future[None] = loop.create_future()
+        done: asyncio.Future[BaseException | None] = loop.create_future()
+        queue: asyncio.Queue[Event | None] = asyncio.Queue(maxsize=self._max_queue_size)
+        cancel_event = asyncio.Event()
+        ws_holder: dict[str, Any] = {"ws": None}
+
+        async def pump() -> None:
+            try:
+                url = build_websocket_url(self._client.base_url, self._stream_path)
+                handshake_headers = list(websocket_headers(self._default_headers))
+                cookie_header = _cookie_header(self._client, self._stream_path)
+                if cookie_header:
+                    handshake_headers.append(("Cookie", cookie_header))
+                async with self._connect(
+                    url,
+                    additional_headers=handshake_headers,
+                    ping_interval=self._ping_interval,
+                    ping_timeout=self._ping_timeout,
+                ) as websocket:
+                    ws_holder["ws"] = websocket
+                    try:
+                        # The server's WS endpoint (``ApiWebSocketRoute`` in
+                        # ``langgraph-api`` ``api/event_streaming.py``) treats
+                        # every inbound frame as a Protocol command and
+                        # rejects bare subscribe bodies with
+                        # ``invalid_argument``. Wrap the initial subscribe
+                        # in a ``subscription.subscribe`` command envelope.
+                        # The id is constant (one auto-subscribe per WS
+                        # connection); the resulting success response is
+                        # delivered to the event queue and ignored by the
+                        # SDK fanout (no ``method`` field).
+                        subscribe_command = {
+                            "id": 1,
+                            "method": "subscription.subscribe",
+                            "params": build_event_stream_body(params),
+                        }
+                        await websocket.send(orjson.dumps(subscribe_command).decode())
+                        if not ready.done():
+                            ready.set_result(None)
+                        async for raw in websocket:
+                            if cancel_event.is_set():
+                                break
+                            payload = _decode_frame(raw, done)
+                            if payload is not None:
+                                await queue.put(cast("Event", payload))
+                    finally:
+                        ws_holder["ws"] = None
+            except asyncio.CancelledError as err:
+                if not done.done():
+                    done.set_result(err)
+                raise
+            except ConnectionClosedOK:
+                # Server sent close code 1000 — clean end, not an error.
+                if not done.done():
+                    done.set_result(None)
+            except ConnectionClosedError as err:
+                # Abnormal close (1006) or application error (4xxx).
+                if not ready.done():
+                    ready.set_exception(err)
+                if not done.done():
+                    done.set_result(err)
+            except Exception as err:
+                if not ready.done():
+                    ready.set_exception(err)
+                if not done.done():
+                    done.set_result(err)
+            finally:
+                if not done.done():
+                    done.set_result(None)
+                await queue.put(None)
+
+        task = asyncio.create_task(pump())
+        self._event_streams.add(task)
+        task.add_done_callback(self._event_streams.discard)
+
+        async def aiter() -> AsyncIterator[Event]:
+            while True:
+                item = await queue.get()
+                if item is None or cancel_event.is_set():
+                    return
+                yield item
+
+        async def close() -> None:
+            cancel_event.set()
+            ws = ws_holder.get("ws")
+            if ws is not None:
+                with contextlib.suppress(Exception):
+                    await ws.close(code=1000, reason="client close")
+            queue.put_nowait(None)
+            task.cancel()
+            with contextlib.suppress(asyncio.CancelledError, Exception):
+                await task
+
+        return EventStreamHandle(events=aiter(), ready=ready, done=done, close=close)
+
+    async def close(self) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        tasks = list(self._event_streams)
+        for task in tasks:
+            task.cancel()
+        if tasks:
+            with contextlib.suppress(Exception, asyncio.CancelledError):
+                await asyncio.gather(*tasks, return_exceptions=True)
+
+
+def _decode_frame(
+    raw: str | bytes | bytearray | memoryview,
+    done: asyncio.Future[BaseException | None],
+) -> dict[str, Any] | None:
+    """Decode a raw WS frame into an Event dict.
+
+    Returns None and sets `done` if the frame is invalid JSON or not a JSON object.
+    """
+    try:
+        payload = orjson.loads(raw.encode() if isinstance(raw, str) else bytes(raw))
+    except orjson.JSONDecodeError as err:
+        if not done.done():
+            done.set_result(RuntimeError(f"WS frame is not valid JSON: {err!r}"))
+        return None
+    if not isinstance(payload, dict):
+        if not done.done():
+            done.set_result(
+                RuntimeError(f"WS frame is not a JSON object: {type(payload).__name__}")
+            )
+        return None
+    return payload
+
+
+def _cookie_header(client: httpx.AsyncClient, path: str) -> str | None:
+    """Build a `Cookie` header for the WebSocket handshake.
+
+    Why pass `path`: `dict(client.cookies)` flattens the entire jar without
+    domain/path filtering, so cookies set by responses from other origins would
+    leak to the WS server. We delegate to `httpx.Cookies.set_cookie_header`,
+    which applies the same `CookieJar` rules httpx uses for regular HTTP
+    requests, scoping the result to `client.base_url` + `path`.
+    """
+    if not list(client.cookies.jar):
+        return None
+    target = client.base_url.copy_with(path=path)
+    request = httpx.Request("GET", target)
+    client.cookies.set_cookie_header(request)
+    return request.headers.get("Cookie")
@@ -11,7 +11,13 @@ requires-python = ">=3.10"
 readme = "README.md"
 license = "MIT"
 license-files = ['LICENSE']
-dependencies = ["httpx>=0.25.2", "orjson>=3.11.5"]
+dependencies = [
+    "httpx>=0.25.2",
+    "orjson>=3.11.5",
+    "langchain-protocol>=0.0.15",
+    "langchain-core>=1.4.0,<2",
+    "websockets>=14,<16",
+]

 [tool.hatch.version]
 path = "langgraph_sdk/__init__.py"
@@ -47,8 +53,11 @@ dev = [
 include = ["langgraph_sdk"]

 [tool.pytest.ini_options]
-addopts = "--strict-markers --strict-config --durations=5 -vv"
+addopts = "--strict-markers --strict-config --durations=5 -vv -m 'not integration'"
 asyncio_mode = "auto"
+markers = [
+    "integration: end-to-end tests that require a running langgraph-api stack at http://localhost:2024. Excluded from `make test` by default; opt in with `pytest -m integration` (and the autouse fixture skips if the API is unreachable).",
+]

 [tool.uv]
 default-groups = ['dev']
@@ -79,7 +88,13 @@ ignore = [
  "B904",   # raise without from inside except (sometimes intentional)
  "SIM102", # nested if statements (sometimes clearer)
 ]
-per-file-ignores = { "tests/**" = ["S101", "B017"] }
+per-file-ignores = { "tests/**" = ["S101", "B017"], "integration/**" = ["S101", "T20", "B017", "ARG001", "ARG002"] }
+
+[tool.ty.src]
+# The `integration/` graphs run inside the docker image (with `deepagents`
+# and other graph-only deps installed there) and are not part of the SDK
+# package surface, so we don't typecheck them in the sdk-py venv.
+exclude = ["integration"]

 [tool.ty.rules]
 no-matching-overload = "ignore"
--- a/Show More
+++ b/Show More