From eb6acf9c8be9bde289a8030db1d448fc11766ae9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 14 Jul 2026 22:25:32 -0700
Subject: [PATCH 01/12] chore(deps): bump soupsieve from 2.8.1 to 2.8.4 in
 /libs/langgraph (#8318)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [soupsieve](https://github.com/facelessuser/soupsieve) from 2.8.1
to 2.8.4.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/facelessuser/soupsieve/releases">soupsieve's
releases</a>.</em></p>
<blockquote>
<h2>2.8.4</h2>
<ul>
<li><strong>FIX</strong>: Fix another inefficient attribute pattern (<a
href="https://github.com/mauriceng98"><code>@​mauriceng98</code></a>).</li>
<li><strong>FIX</strong>: Limit total number of selectors processed in a
pattern to prevent massive selector requests (<a
href="https://github.com/mauriceng98"><code>@​mauriceng98</code></a>).</li>
</ul>
<h2>2.8.3</h2>
<ul>
<li><strong>FIX</strong>: Fix inefficient attribute pattern.</li>
</ul>
<h2>2.8.2</h2>
<ul>
<li><strong>FIX</strong>: Ensure custom selectors or namespace
dictionaries reject non-string keys (<a
href="https://github.com/mundanevision20"><code>@​mundanevision20</code></a>).</li>
<li><strong>FIX</strong>: Fix handling of <code>:in-range</code> and
<code>:out-of-range</code> with end of year weeks (<a
href="https://github.com/mundanevision20"><code>@​mundanevision20</code></a>).</li>
<li><strong>FIX</strong>: Fix a potential infinite loop in the pretty
printing debug function (<a
href="https://github.com/mundanevision20"><code>@​mundanevision20</code></a>).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/facelessuser/soupsieve/commit/28108ab805818c832d9568142a99844fd95a0d39"><code>28108ab</code></a>
Limit excessive selectors</li>
<li><a
href="https://github.com/facelessuser/soupsieve/commit/ef188721d6cc95641e99297b3a26ac17b7dfcfa7"><code>ef18872</code></a>
Fix test for Windows</li>
<li><a
href="https://github.com/facelessuser/soupsieve/commit/eb4397618709186c109400448c6043b728217dc3"><code>eb43976</code></a>
Merge commit from fork</li>
<li><a
href="https://github.com/facelessuser/soupsieve/commit/3a661b23b20e92b49b4683f0227c26c9d765267f"><code>3a661b2</code></a>
Fix typo in pseudo-classes.md (<a
href="https://redirect.github.com/facelessuser/soupsieve/issues/294">#294</a>)</li>
<li><a
href="https://github.com/facelessuser/soupsieve/commit/0cb533d83bfc445c7c6321742a21f612305fc8ba"><code>0cb533d</code></a>
Update hatchling version requirement in pyproject.toml (<a
href="https://redirect.github.com/facelessuser/soupsieve/issues/290">#290</a>)</li>
<li><a
href="https://github.com/facelessuser/soupsieve/commit/5aedc4180468e724aff46ddb3f738d35a3a9f724"><code>5aedc41</code></a>
Update doc theme</li>
<li><a
href="https://github.com/facelessuser/soupsieve/commit/d7c47842a4f8d168243af96b62b9ad7fb84a2038"><code>d7c4784</code></a>
Attribute pattern fix (<a
href="https://redirect.github.com/facelessuser/soupsieve/issues/289">#289</a>)</li>
<li><a
href="https://github.com/facelessuser/soupsieve/commit/09e106dc0fd6579c0327801fdcceb380ff60170e"><code>09e106d</code></a>
Fix grammar</li>
<li><a
href="https://github.com/facelessuser/soupsieve/commit/09b27696ada6f07523a077950ce73da45579d524"><code>09b2769</code></a>
Update docs</li>
<li><a
href="https://github.com/facelessuser/soupsieve/commit/c6e80fcab9ca4d3eaa61913778263e82bcecca1f"><code>c6e80fc</code></a>
Various fixes by <a
href="https://github.com/mundanevision20"><code>@​mundanevision20</code></a>
(<a
href="https://redirect.github.com/facelessuser/soupsieve/issues/288">#288</a>)</li>
<li>See full diff in <a
href="https://github.com/facelessuser/soupsieve/compare/2.8.1...2.8.4">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=soupsieve&package-manager=uv&previous-version=2.8.1&new-version=2.8.4)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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You can trigger Dependabot actions by commenting on this PR:
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---
 libs/langgraph/uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/libs/langgraph/uv.lock b/libs/langgraph/uv.lock
index 9b7a74776..23785f4f2 100644
--- a/libs/langgraph/uv.lock
+++ b/libs/langgraph/uv.lock
@@ -3401,11 +3401,11 @@ wheels = [
 
 [[package]]
 name = "soupsieve"
-version = "2.8.1"
+version = "2.8.4"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/89/23/adf3796d740536d63a6fbda113d07e60c734b6ed5d3058d1e47fc0495e47/soupsieve-2.8.1.tar.gz", hash = "sha256:4cf733bc50fa805f5df4b8ef4740fc0e0fa6218cf3006269afd3f9d6d80fd350", size = 117856, upload-time = "2025-12-18T13:50:34.655Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/47/2c/0a5f6f8ee0d5589e48c7640213ed5175d52cf540a06725b628cc1a45d6ce/soupsieve-2.8.4.tar.gz", hash = "sha256:e121fd02e975c695e4e9e8774a5ee35d74714b59307868dcc5319ad2d9e3328e", size = 121110, upload-time = "2026-05-24T13:55:57.154Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/48/f3/b67d6ea49ca9154453b6d70b34ea22f3996b9fa55da105a79d8732227adc/soupsieve-2.8.1-py3-none-any.whl", hash = "sha256:a11fe2a6f3d76ab3cf2de04eb339c1be5b506a8a47f2ceb6d139803177f85434", size = 36710, upload-time = "2025-12-18T13:50:33.267Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/f5/0c41cb68dcae6b7de4fac4188a3a9589e21fb31df21ea3a2e888db95e6c9/soupsieve-2.8.4-py3-none-any.whl", hash = "sha256:e7e6b0769c8f51ed59acab6e994b00621096cfb1c640a7509295987388fbaf65", size = 37304, upload-time = "2026-05-24T13:55:55.406Z" },
 ]
 
 [[package]]

From 80633b2c53901d56a5c81e9b92360594709ea124 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 15 Jul 2026 00:40:50 -0700
Subject: [PATCH 02/12] chore(deps): bump mistune from 3.2.1 to 3.3.0 in
 /libs/langgraph (#8317)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mistune](https://github.com/lepture/mistune) from 3.2.1 to 3.3.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/lepture/mistune/releases">mistune's
releases</a>.</em></p>
<blockquote>
<h2>v3.3.0</h2>
<h3>   🐞 Bug Fixes</h3>
<ul>
<li>Resolve O(n^2) DoS in parse_link_text (CWE-400)  -  by
<strong>bhanugoudm041</strong> <a
href="https://github.com/lepture/mistune/commit/b6b499d"><!-- raw HTML
omitted -->(b6b49)<!-- raw HTML omitted --></a></li>
<li>Resolve O(n^2) DoS in parse_link_text (CWE-400)-Type
handling/testing done  -  by <strong>bhanugoudm041</strong> <a
href="https://github.com/lepture/mistune/commit/b3af85d"><!-- raw HTML
omitted -->(b3af8)<!-- raw HTML omitted --></a></li>
<li><strong>block</strong>: Avoid quadratic ref link scans  -  by <a
href="https://github.com/lepture"><code>@​lepture</code></a> <a
href="https://github.com/lepture/mistune/commit/2b04d7b"><!-- raw HTML
omitted -->(2b04d)<!-- raw HTML omitted --></a></li>
<li><strong>cli</strong>: Add entrypoint and utf-8 output  -  by <a
href="https://github.com/lepture"><code>@​lepture</code></a> <a
href="https://github.com/lepture/mistune/commit/2f2449d"><!-- raw HTML
omitted -->(2f244)<!-- raw HTML omitted --></a></li>
<li><strong>directives</strong>: Constrain include targets  -  by <a
href="https://github.com/lepture"><code>@​lepture</code></a> <a
href="https://github.com/lepture/mistune/commit/1bef343"><!-- raw HTML
omitted -->(1bef3)<!-- raw HTML omitted --></a></li>
<li><strong>formatting</strong>: Avoid quadratic marker scans  -  by <a
href="https://github.com/lepture"><code>@​lepture</code></a> <a
href="https://github.com/lepture/mistune/commit/96d0f57"><!-- raw HTML
omitted -->(96d0f)<!-- raw HTML omitted --></a></li>
<li><strong>image</strong>: Validate figure width option  -  by <a
href="https://github.com/lepture"><code>@​lepture</code></a> <a
href="https://github.com/lepture/mistune/commit/e3e51de"><!-- raw HTML
omitted -->(e3e51)<!-- raw HTML omitted --></a></li>
<li><strong>inline</strong>: Avoid bracket parsing DoS  -  by <a
href="https://github.com/lepture"><code>@​lepture</code></a> <a
href="https://github.com/lepture/mistune/commit/25f2503"><!-- raw HTML
omitted -->(25f25)<!-- raw HTML omitted --></a></li>
<li><strong>math</strong>: Reject currency patterns and cross-line
matches in inline math  -  by <a
href="https://github.com/geopanther"><code>@​geopanther</code></a> <a
href="https://github.com/lepture/mistune/commit/566e173"><!-- raw HTML
omitted -->(566e1)<!-- raw HTML omitted --></a></li>
<li><strong>math</strong>: Support display and backtick math  -  by <a
href="https://github.com/lepture"><code>@​lepture</code></a> <a
href="https://github.com/lepture/mistune/commit/1141eec"><!-- raw HTML
omitted -->(1141e)<!-- raw HTML omitted --></a></li>
<li><strong>renderer</strong>: Render plugin list and table nodes  -  by
<a href="https://github.com/lepture"><code>@​lepture</code></a> <a
href="https://github.com/lepture/mistune/commit/614b019"><!-- raw HTML
omitted -->(614b0)<!-- raw HTML omitted --></a></li>
<li><strong>renderer</strong>: Block encoded unsafe URL schemes  -  by
<a href="https://github.com/lepture"><code>@​lepture</code></a> <a
href="https://github.com/lepture/mistune/commit/c7101fc"><!-- raw HTML
omitted -->(c7101)<!-- raw HTML omitted --></a></li>
<li><strong>toc</strong>: Avoid generated id collisions  -  by <a
href="https://github.com/lepture"><code>@​lepture</code></a> <a
href="https://github.com/lepture/mistune/commit/c4093c4"><!-- raw HTML
omitted -->(c4093)<!-- raw HTML omitted --></a></li>
</ul>
<h3>   🏎 Performance</h3>
<ul>
<li>Improve performance  -  by <a
href="https://github.com/lepture"><code>@​lepture</code></a> <a
href="https://github.com/lepture/mistune/commit/bf95c32"><!-- raw HTML
omitted -->(bf95c)<!-- raw HTML omitted --></a></li>
</ul>
<h5>    <a
href="https://github.com/lepture/mistune/compare/v3.2.1...v3.3.0">View
changes on GitHub</a></h5>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/lepture/mistune/blob/main/docs/changes.rst">mistune's
changelog</a>.</em></p>
<blockquote>
<h2>Version 3.3.0</h2>
<p><strong>Released on Jun 21, 2026</strong></p>
<ul>
<li>Improve CommonMark compatibility and parser performance.</li>
<li>Add command line entrypoint with UTF-8 output.</li>
<li>Support display and backtick math.</li>
<li>Render plugin list and table nodes in Markdown renderer.</li>
<li>Escape leading block markers in Markdown renderer.</li>
<li>Fix RST renderer for block quotes nested in lists.</li>
<li>Avoid generated heading ID collisions in TOC.</li>
<li>Harden URL, image, figure, and include directive handling.</li>
<li>Fix quadratic scans in inline links, reference links, and formatting
markers.</li>
<li>Fix math escaping, currency pattern matching, and cross-line
matching.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/lepture/mistune/commit/15c3b79325125272263d7d42492ec8f757447191"><code>15c3b79</code></a>
chore: release 3.3.0</li>
<li><a
href="https://github.com/lepture/mistune/commit/bdc01ade171c7c2cd1099e2531ddf8c275a2f64c"><code>bdc01ad</code></a>
tests: increase run time on pypy</li>
<li><a
href="https://github.com/lepture/mistune/commit/7cf181483e6201184bcecdbae13225d45ebab4c4"><code>7cf1814</code></a>
tests: increase run time for pypy</li>
<li><a
href="https://github.com/lepture/mistune/commit/6dfdc3dae490c7a21499ff1063f4dd9b7357d4c5"><code>6dfdc3d</code></a>
tests: add more tests</li>
<li><a
href="https://github.com/lepture/mistune/commit/17c50f6c0572027c1dad2c2501e7c97cea0b0b43"><code>17c50f6</code></a>
chore: fix mypy issues</li>
<li><a
href="https://github.com/lepture/mistune/commit/63abe4b8e9adccc711c953e6727400ee7ba1084c"><code>63abe4b</code></a>
chore: use ruff check and format</li>
<li><a
href="https://github.com/lepture/mistune/commit/e6c1b184461beab8887c7375621c64dffaf652c5"><code>e6c1b18</code></a>
chore: resolve mypy issues</li>
<li><a
href="https://github.com/lepture/mistune/commit/dcf89020c1ee697b2267387064b3e4580e0b83c5"><code>dcf8902</code></a>
test(math): cover escaped math output</li>
<li><a
href="https://github.com/lepture/mistune/commit/c4093c4742ed0d10d9332fb8edb455869b7b581b"><code>c4093c4</code></a>
fix(toc): avoid generated id collisions</li>
<li><a
href="https://github.com/lepture/mistune/commit/e3e51de9cf0a72dc30191248dccf22087c57f046"><code>e3e51de</code></a>
fix(image): validate figure width option</li>
<li>Additional commits viewable in <a
href="https://github.com/lepture/mistune/compare/v3.2.1...v3.3.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=mistune&package-manager=uv&previous-version=3.2.1&new-version=3.3.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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<br />

You can trigger Dependabot actions by commenting on this PR:
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---
 libs/langgraph/uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/libs/langgraph/uv.lock b/libs/langgraph/uv.lock
index 23785f4f2..338f806ee 100644
--- a/libs/langgraph/uv.lock
+++ b/libs/langgraph/uv.lock
@@ -2067,14 +2067,14 @@ wheels = [
 
 [[package]]
 name = "mistune"
-version = "3.2.1"
+version = "3.3.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ca/84/620cc3f7e3adf6f5067e10f4dbae71295d8f9e16d5d3f9ef97c40f2f592c/mistune-3.2.1.tar.gz", hash = "sha256:7c8e5501d38bac1582e067e46c8343f17d57ea1aaa735823f3aba1fd59c88a28", size = 98003, upload-time = "2026-05-03T14:33:22.312Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/84/9c/1939635275ec7258e2b43b00dafabc36d89ad11aa7838d375dc1b0e561cb/mistune-3.3.0.tar.gz", hash = "sha256:3074ec4c61b384abe725128e4dcbb483f5a09cc4632012505cdee655d3a113b9", size = 110936, upload-time = "2026-06-21T13:11:39.458Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/2a/7f/a946aa4f8752b37102b41e64dca18a1976ac705c3a0d1dfe74d820a02552/mistune-3.2.1-py3-none-any.whl", hash = "sha256:78cdb0ba5e938053ccf63651b352508d2efa9411dc8810bfb05f2dc5140c0048", size = 53749, upload-time = "2026-05-03T14:33:20.551Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/76/b90f9d48d43fbd80a79a20d3eab2e5109859c7a56dc663b23187385898f3/mistune-3.3.0-py3-none-any.whl", hash = "sha256:a758e578acda49d8195f9a860b132dae2cf7bf409381393b1c4e6e489a65397b", size = 61250, upload-time = "2026-06-21T13:11:37.938Z" },
 ]
 
 [[package]]

From 49ae27c2ae983cfb92091b0dea9f7bc37a716479 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 15 Jul 2026 07:55:09 +0000
Subject: [PATCH 03/12] chore(deps): bump websockets from 15.0.1 to 16.0 in
 /libs/sdk-py in the major group (#8253)

Bumps the major group in /libs/sdk-py with 1 update:
[websockets](https://github.com/python-websockets/websockets).

Updates `websockets` from 15.0.1 to 16.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-websockets/websockets/releases">websockets's
releases</a>.</em></p>
<blockquote>
<h2>16.0</h2>
<p>See <a
href="https://websockets.readthedocs.io/en/stable/project/changelog.html">https://websockets.readthedocs.io/en/stable/project/changelog.html</a>
for details.</p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-websockets/websockets/commit/d4303a5d3e373fc8c34177c3dec1a9c75c8865fa"><code>d4303a5</code></a>
Release version 16.0.</li>
<li><a
href="https://github.com/python-websockets/websockets/commit/851bcd756bf114e41438f04d928aa85838724fe1"><code>851bcd7</code></a>
Bump pypa/cibuildwheel from 3.3.0 to 3.3.1</li>
<li><a
href="https://github.com/python-websockets/websockets/commit/740c8d373e10ced940fb33c3e0457991841c10c4"><code>740c8d3</code></a>
Temporarily remove the trio implementation.</li>
<li><a
href="https://github.com/python-websockets/websockets/commit/92ea0553587ba07a4668c30dfd9e6210d9f26bc9"><code>92ea055</code></a>
Add missing changelog entry.</li>
<li><a
href="https://github.com/python-websockets/websockets/commit/ba74244154df5a74f044d0f8cd971acac636bb74"><code>ba74244</code></a>
Document bug fix.</li>
<li><a
href="https://github.com/python-websockets/websockets/commit/9410483c016463a6cd08b2a5321337b85e094f10"><code>9410483</code></a>
Pin sphinx to avoid error in sphinxcontrib-trio.</li>
<li><a
href="https://github.com/python-websockets/websockets/commit/8e4d408e17b0bfa1a91aa62e054b8786a8132231"><code>8e4d408</code></a>
Document asyncio's TLS read buffer.</li>
<li><a
href="https://github.com/python-websockets/websockets/commit/cb3500b0b030715dc3caa1e3ce95affe4a79b8bd"><code>cb3500b</code></a>
Stop referring to the asyncio implementation as new.</li>
<li><a
href="https://github.com/python-websockets/websockets/commit/6563a9c884d92df4c889bb174dc84a56a7377686"><code>6563a9c</code></a>
The threading implementation supports max_queue.</li>
<li><a
href="https://github.com/python-websockets/websockets/commit/9f17e92dbee2b9a14e02b2792cfbb127efbd4098"><code>9f17e92</code></a>
Clarify that protocol_mutex protects pending_pings.</li>
<li>Additional commits viewable in <a
href="https://github.com/python-websockets/websockets/compare/15.0.1...16.0">compare
view</a></li>
</ul>
</details>
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---
 libs/sdk-py/uv.lock | 115 ++++++++++++++++++++++++--------------------
 1 file changed, 62 insertions(+), 53 deletions(-)

diff --git a/libs/sdk-py/uv.lock b/libs/sdk-py/uv.lock
index 786728ae4..bc15e1e7c 100644
--- a/libs/sdk-py/uv.lock
+++ b/libs/sdk-py/uv.lock
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 [[package]]

From 9578140336b01a748d16ea154ae6278e155983f3 Mon Sep 17 00:00:00 2001
From: Saad Farooq <saad@langchain.dev>
Date: Mon, 20 Jul 2026 16:57:23 -0400
Subject: [PATCH 04/12] feat(checkpoint,checkpoint-postgres): add opt-in
 omit_expired to skip expired rows on read (#8354)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The Postgres store removes expired items only via the background TTL
sweeper, so between sweeps a read can still return a logically expired
row. Adds an opt-in flag so reads can filter expired rows at query time,
closing the window without depending on sweep cadence.

## Changes
- Add `omit_expired: bool` to `TTLConfig` (default `False`). When unset
or `False`, behavior is unchanged
- When enabled, inject `(expires_at IS NULL OR expires_at > NOW())` into
the read query builders on `BasePostgresStore`, so
`get`/`search`/`list_namespaces` do not surface an expired row:
- **GET** (`_get_batch_GET_ops_queries`): predicate on both the final
SELECT *and* the refresh `UPDATE` — the update is driven from an
unfiltered key list, so gating only the SELECT would hide an expired row
yet still refresh it back to life.
- **SEARCH** (`_prepare_batch_search_queries`): inside the inner scans
(before `LIMIT`/`OFFSET`), which also gates the refresh `UPDATE` fed by
`search_results` and keeps pagination correct
- **list_namespaces** (`_get_batch_list_namespaces_queries`): predicate
appended to the existing scan conditions.

## Testing
- Four behaviors covered sync + async, across the
`default`/`pipe`/`pool` fixtures: expired-unswept row omitted from all
read paths (with a raw SQL check proving the row is still physically
present), default/explicit-`False` still returns it, `refresh_ttl=True`
doesn't resurrect an expired row while still extending live ones, and
search pagination stays correct when an expired row falls inside the
page window.
- Full `checkpoint-postgres` suite green on PG16 (210 passed); `ruff
format`/`check` clean on both packages.
---
 .../langgraph/store/postgres/base.py          |  29 +++-
 .../tests/test_async_store.py                 | 132 ++++++++++++++++++
 libs/checkpoint-postgres/tests/test_store.py  | 127 +++++++++++++++++
 .../langgraph/store/base/__init__.py          |   8 ++
 4 files changed, 293 insertions(+), 3 deletions(-)

diff --git a/libs/checkpoint-postgres/langgraph/store/postgres/base.py b/libs/checkpoint-postgres/langgraph/store/postgres/base.py
index 0d1cdc8dc..60e10eda5 100644
--- a/libs/checkpoint-postgres/langgraph/store/postgres/base.py
+++ b/libs/checkpoint-postgres/langgraph/store/postgres/base.py
@@ -238,6 +238,12 @@ class BasePostgresStore(Generic[C]):
     conn: C
     _deserializer: Callable[[bytes | orjson.Fragment], dict[str, Any]] | None
     index_config: PostgresIndexConfig | None
+    ttl_config: TTLConfig | None
+
+    @property
+    def _omit_expired(self) -> bool:
+        """Whether expired-but-unswept rows should be filtered from reads."""
+        return bool(self.ttl_config and self.ttl_config.get("omit_expired"))
 
     def _get_batch_GET_ops_queries(
         self,
@@ -258,12 +264,17 @@ class BasePostgresStore(Generic[C]):
             namespace_groups[op.namespace].append((idx, op.key))
             refresh_ttls[op.namespace].append(op.refresh_ttl)
 
+        omit_expired = self._omit_expired
+        expiry_clause = (
+            "AND (s.expires_at IS NULL OR s.expires_at > NOW())" if omit_expired else ""
+        )
+
         results = []
         for namespace, items in namespace_groups.items():
             _, keys = zip(*items, strict=False)
             this_refresh_ttls = refresh_ttls[namespace]
 
-            query = """
+            query = f"""
                 WITH passed_in AS (
                     SELECT unnest(%s::text[]) AS key,
                         unnest(%s::bool[])  AS do_refresh
@@ -276,12 +287,14 @@ class BasePostgresStore(Generic[C]):
                     AND s.key    = p.key
                     AND p.do_refresh = TRUE
                     AND s.ttl_minutes IS NOT NULL
+                    {expiry_clause}
                     RETURNING s.key
                 )
                 SELECT s.key, s.value, s.created_at, s.updated_at
                 FROM store s
                 JOIN passed_in p ON s.key = p.key
                 WHERE s.prefix = %s
+                {expiry_clause}
             """
             ns_text = _namespace_to_text(namespace)
             params = (
@@ -422,6 +435,13 @@ class BasePostgresStore(Generic[C]):
         - embedding_requests: list of (original_index_in_search_ops, text_query)
         """
 
+        omit_expired = self._omit_expired
+        search_expiry_clause = (
+            "AND (store.expires_at IS NULL OR store.expires_at > NOW())"
+            if omit_expired
+            else ""
+        )
+
         queries = []
         embedding_requests = []
         for idx, (_, op) in enumerate(search_ops):
@@ -491,7 +511,7 @@ class BasePostgresStore(Generic[C]):
                             {score_operator} AS neg_score
                         FROM store
                         JOIN store_vectors sv ON store.prefix = sv.prefix AND store.key = sv.key
-                        WHERE {ns_condition} {extra_filters}
+                        WHERE {ns_condition} {extra_filters} {search_expiry_clause}
                         ORDER BY {score_operator} ASC
                         LIMIT %s
                     """
@@ -527,7 +547,7 @@ class BasePostgresStore(Generic[C]):
                 base_query = f"""
                         SELECT store.prefix, store.key, store.value, store.created_at, store.updated_at, NULL AS score
                         FROM store
-                        WHERE {ns_condition} {extra_filters}
+                        WHERE {ns_condition} {extra_filters} {search_expiry_clause}
                         ORDER BY store.updated_at DESC
                         LIMIT %s
                         OFFSET %s
@@ -591,7 +611,10 @@ class BasePostgresStore(Generic[C]):
             """
             params: list[Any] = [op.max_depth, op.max_depth]
 
+            omit_expired = self._omit_expired
             conditions = []
+            if omit_expired:
+                conditions.append("(expires_at IS NULL OR expires_at > NOW())")
             if op.match_conditions:
                 for condition in op.match_conditions:
                     if condition.match_type == "prefix":
diff --git a/libs/checkpoint-postgres/tests/test_async_store.py b/libs/checkpoint-postgres/tests/test_async_store.py
index 97d3dfda3..080a78852 100644
--- a/libs/checkpoint-postgres/tests/test_async_store.py
+++ b/libs/checkpoint-postgres/tests/test_async_store.py
@@ -739,3 +739,135 @@ async def test_store_ttl(store):
     # Now has been (TTL_SECONDS-2)*2 > TTL_SECONDS + TTL_SECONDS/2
     results = await store.asearch(ns, query="bar", refresh_ttl=False)
     assert len(results) == 0
+
+
+async def _aexpire_now(
+    store: AsyncPostgresStore, ns: tuple[str, ...], key: str
+) -> None:
+    """Backdate a row's expires_at into the past without deleting it (unswept)."""
+    async with store._cursor() as cur:
+        await cur.execute(
+            "UPDATE store SET expires_at = NOW() - INTERVAL '1 minute' "
+            "WHERE prefix = %s AND key = %s",
+            (".".join(ns), key),
+        )
+
+
+async def _arow_exists(
+    store: AsyncPostgresStore, ns: tuple[str, ...], key: str
+) -> bool:
+    async with store._cursor() as cur:
+        await cur.execute(
+            "SELECT COUNT(*) AS n FROM store WHERE prefix = %s AND key = %s",
+            (".".join(ns), key),
+        )
+        return (await cur.fetchone())["n"] == 1
+
+
+async def _astored_expires_at(store: AsyncPostgresStore, ns: tuple[str, ...], key: str):
+    async with store._cursor() as cur:
+        await cur.execute(
+            "SELECT expires_at FROM store WHERE prefix = %s AND key = %s",
+            (".".join(ns), key),
+        )
+        return (await cur.fetchone())["expires_at"]
+
+
+async def test_omit_expired_filters_read_paths(store: AsyncPostgresStore) -> None:
+    await store.stop_ttl_sweeper()  # deterministic: no background deletion
+    store.ttl_config["omit_expired"] = True
+
+    expired_ns = ("omit", "expired")
+    control_ns = ("omit", "control")
+    await store.aput(expired_ns, "e", {"data": "gone"}, ttl=TTL_MINUTES)
+    await store.aput(control_ns, "c", {"data": "keep"}, ttl=None)
+    await _aexpire_now(store, expired_ns, "e")
+
+    # The row is expired but physically still present (unswept).
+    assert await _arow_exists(store, expired_ns, "e")
+
+    # aget omits it; the never-expiring control is still returned.
+    assert await store.aget(expired_ns, "e") is None
+    assert await store.aget(control_ns, "c") is not None
+
+    # asearch omits it but returns the control.
+    assert await store.asearch(expired_ns) == []
+    assert [i.key for i in await store.asearch(control_ns)] == ["c"]
+
+    # alist_namespaces drops the expired-only namespace, keeps the control.
+    namespaces = await store.alist_namespaces(prefix=("omit",))
+    assert expired_ns not in namespaces
+    assert control_ns in namespaces
+
+
+@pytest.mark.parametrize("omit", [None, False], ids=["default", "explicit-false"])
+async def test_omit_expired_disabled_preserves_expired_rows(
+    store: AsyncPostgresStore, omit
+) -> None:
+    await store.stop_ttl_sweeper()
+    if omit is not None:
+        store.ttl_config["omit_expired"] = omit
+
+    ns = ("keep",)
+    await store.aput(ns, "k", {"data": "still-here"}, ttl=TTL_MINUTES)
+    await _aexpire_now(store, ns, "k")
+
+    assert await store.aget(ns, "k", refresh_ttl=False) is not None
+    assert [i.key for i in await store.asearch(ns, refresh_ttl=False)] == ["k"]
+    assert ns in await store.alist_namespaces(prefix=("keep",))
+
+
+async def test_omit_expired_refresh_ttl_only_refreshes_live_rows(
+    store: AsyncPostgresStore,
+) -> None:
+    await store.stop_ttl_sweeper()
+    store.ttl_config["omit_expired"] = True
+
+    ns = ("refresh",)
+    await store.aput(ns, "expired", {"n": 0}, ttl=TTL_MINUTES)
+    await store.aput(ns, "live_get", {"n": 1}, ttl=TTL_MINUTES)
+    await store.aput(ns, "live_search", {"n": 2}, ttl=TTL_MINUTES)
+    await _aexpire_now(store, ns, "expired")
+
+    expired_before = await _astored_expires_at(store, ns, "expired")
+    get_before = await _astored_expires_at(store, ns, "live_get")
+    search_before = await _astored_expires_at(store, ns, "live_search")
+
+    # refresh_ttl=True must NOT resurrect the expired row (via aget or asearch)...
+    assert await store.aget(ns, "expired", refresh_ttl=True) is None
+    live_keys = [i.key for i in await store.asearch(ns, refresh_ttl=True)]
+    assert "expired" not in live_keys
+    assert await _astored_expires_at(store, ns, "expired") == expired_before
+
+    # ...but must still extend the live rows that were read.
+    assert await store.aget(ns, "live_get", refresh_ttl=True) is not None
+    assert await _astored_expires_at(store, ns, "live_get") > get_before
+    assert await _astored_expires_at(store, ns, "live_search") > search_before
+
+
+async def test_omit_expired_search_pagination(store: AsyncPostgresStore) -> None:
+    await store.stop_ttl_sweeper()
+    store.ttl_config["omit_expired"] = True
+
+    ns = ("page",)
+    for k in ("a", "b", "c"):
+        await store.aput(ns, k, {"k": k}, ttl=TTL_MINUTES)
+    await store.aput(ns, "expired", {"k": "x"}, ttl=TTL_MINUTES)
+    await _aexpire_now(store, ns, "expired")
+
+    seconds_ago = {"a": 1, "expired": 2, "b": 3, "c": 4}
+    # updated_at DESC orders these a, expired, b, c, so the expired row sits inside
+    # the first limit=2 window. Correct (pre-LIMIT) filtering yields live pages
+    # [a, b] then [c]; post-LIMIT filtering would underfill page 1 to just [a].
+    async with store._cursor() as cur:
+        for key, secs in seconds_ago.items():
+            await cur.execute(
+                "UPDATE store SET updated_at = NOW() - (%s * INTERVAL '1 second') "
+                "WHERE prefix = %s AND key = %s",
+                (secs, ".".join(ns), key),
+            )
+
+    page1 = await store.asearch(ns, limit=2, offset=0)
+    page2 = await store.asearch(ns, limit=2, offset=2)
+    assert [i.key for i in page1] == ["a", "b"]
+    assert [i.key for i in page2] == ["c"]
diff --git a/libs/checkpoint-postgres/tests/test_store.py b/libs/checkpoint-postgres/tests/test_store.py
index ac8d16558..ad5c07421 100644
--- a/libs/checkpoint-postgres/tests/test_store.py
+++ b/libs/checkpoint-postgres/tests/test_store.py
@@ -863,6 +863,133 @@ def test_store_ttl(store):
     assert len(res) == 0
 
 
+def _expire_now(store: PostgresStore, ns: tuple[str, ...], key: str) -> None:
+    """Backdate a row's expires_at into the past without deleting it (unswept)."""
+    with store._cursor() as cur:
+        cur.execute(
+            "UPDATE store SET expires_at = NOW() - INTERVAL '1 minute' "
+            "WHERE prefix = %s AND key = %s",
+            (".".join(ns), key),
+        )
+
+
+def _row_exists(store: PostgresStore, ns: tuple[str, ...], key: str) -> bool:
+    with store._cursor() as cur:
+        cur.execute(
+            "SELECT COUNT(*) AS n FROM store WHERE prefix = %s AND key = %s",
+            (".".join(ns), key),
+        )
+        return cur.fetchone()["n"] == 1
+
+
+def _stored_expires_at(store: PostgresStore, ns: tuple[str, ...], key: str):
+    with store._cursor() as cur:
+        cur.execute(
+            "SELECT expires_at FROM store WHERE prefix = %s AND key = %s",
+            (".".join(ns), key),
+        )
+        return cur.fetchone()["expires_at"]
+
+
+def test_omit_expired_filters_read_paths(store: PostgresStore) -> None:
+    store.stop_ttl_sweeper()  # deterministic: no background deletion
+    store.ttl_config["omit_expired"] = True
+
+    expired_ns = ("omit", "expired")
+    control_ns = ("omit", "control")
+    store.put(expired_ns, "e", {"data": "gone"}, ttl=TTL_MINUTES)
+    store.put(control_ns, "c", {"data": "keep"}, ttl=None)
+    _expire_now(store, expired_ns, "e")
+
+    # The row is expired but physically still present (unswept).
+    assert _row_exists(store, expired_ns, "e")
+
+    # get omits it; the never-expiring control is still returned.
+    assert store.get(expired_ns, "e") is None
+    assert store.get(control_ns, "c") is not None
+
+    # search omits it but returns the control.
+    assert store.search(expired_ns) == []
+    assert [i.key for i in store.search(control_ns)] == ["c"]
+
+    # list_namespaces drops the expired-only namespace, keeps the control.
+    namespaces = store.list_namespaces(prefix=("omit",))
+    assert expired_ns not in namespaces
+    assert control_ns in namespaces
+
+
+@pytest.mark.parametrize("omit", [None, False], ids=["default", "explicit-false"])
+def test_omit_expired_disabled_preserves_expired_rows(
+    store: PostgresStore, omit
+) -> None:
+    store.stop_ttl_sweeper()
+    if omit is not None:
+        store.ttl_config["omit_expired"] = omit
+
+    ns = ("keep",)
+    store.put(ns, "k", {"data": "still-here"}, ttl=TTL_MINUTES)
+    _expire_now(store, ns, "k")
+
+    assert store.get(ns, "k", refresh_ttl=False) is not None
+    assert [i.key for i in store.search(ns, refresh_ttl=False)] == ["k"]
+    assert ns in store.list_namespaces(prefix=("keep",))
+
+
+def test_omit_expired_refresh_ttl_only_refreshes_live_rows(
+    store: PostgresStore,
+) -> None:
+    store.stop_ttl_sweeper()
+    store.ttl_config["omit_expired"] = True
+
+    ns = ("refresh",)
+    store.put(ns, "expired", {"n": 0}, ttl=TTL_MINUTES)
+    store.put(ns, "live_get", {"n": 1}, ttl=TTL_MINUTES)
+    store.put(ns, "live_search", {"n": 2}, ttl=TTL_MINUTES)
+    _expire_now(store, ns, "expired")
+
+    expired_before = _stored_expires_at(store, ns, "expired")
+    get_before = _stored_expires_at(store, ns, "live_get")
+    search_before = _stored_expires_at(store, ns, "live_search")
+
+    # refresh_ttl=True must NOT resurrect the expired row (via get or search)...
+    assert store.get(ns, "expired", refresh_ttl=True) is None
+    assert "expired" not in [i.key for i in store.search(ns, refresh_ttl=True)]
+    assert _stored_expires_at(store, ns, "expired") == expired_before
+
+    # ...but must still extend the live rows that were read.
+    assert store.get(ns, "live_get", refresh_ttl=True) is not None
+    assert _stored_expires_at(store, ns, "live_get") > get_before
+    assert _stored_expires_at(store, ns, "live_search") > search_before
+
+
+def test_omit_expired_search_pagination(store: PostgresStore) -> None:
+    store.stop_ttl_sweeper()
+    store.ttl_config["omit_expired"] = True
+
+    ns = ("page",)
+    for k in ("a", "b", "c"):
+        store.put(ns, k, {"k": k}, ttl=TTL_MINUTES)
+    store.put(ns, "expired", {"k": "x"}, ttl=TTL_MINUTES)
+    _expire_now(store, ns, "expired")
+
+    seconds_ago = {"a": 1, "expired": 2, "b": 3, "c": 4}
+    # updated_at DESC orders these a, expired, b, c, so the expired row sits inside
+    # the first limit=2 window. Correct (pre-LIMIT) filtering yields live pages
+    # [a, b] then [c]; post-LIMIT filtering would underfill page 1 to just [a].
+    with store._cursor() as cur:
+        for key, secs in seconds_ago.items():
+            cur.execute(
+                "UPDATE store SET updated_at = NOW() - (%s * INTERVAL '1 second') "
+                "WHERE prefix = %s AND key = %s",
+                (secs, ".".join(ns), key),
+            )
+
+    page1 = store.search(ns, limit=2, offset=0)
+    page2 = store.search(ns, limit=2, offset=2)
+    assert [i.key for i in page1] == ["a", "b"]
+    assert [i.key for i in page2] == ["c"]
+
+
 @pytest.mark.parametrize(
     "vector_type,distance_type",
     [
diff --git a/libs/checkpoint/langgraph/store/base/__init__.py b/libs/checkpoint/langgraph/store/base/__init__.py
index 5b04fb51d..08fe74525 100644
--- a/libs/checkpoint/langgraph/store/base/__init__.py
+++ b/libs/checkpoint/langgraph/store/base/__init__.py
@@ -552,6 +552,14 @@ class TTLConfig(TypedDict, total=False):
     This can be overridden per-operation by explicitly setting `refresh_ttl`.
     Defaults to `True` if not configured.
     """
+    omit_expired: bool
+    """Whether to omit expired items from read operations.
+
+    If `True`, and if the store supports this option, expired items will not be
+    returned by `GET` or `SEARCH`, or included in namespace listings, even before
+    a TTL sweep deletes them.
+    Defaults to `False` if not configured.
+    """
     default_ttl: float | None
     """Default TTL (time-to-live) in minutes for new items.
     

From 8b39db3875f24151286dee9f21f937db1756da09 Mon Sep 17 00:00:00 2001
From: ccurme <chester.curme@gmail.com>
Date: Tue, 21 Jul 2026 15:04:04 -0400
Subject: [PATCH 05/12] feat(langgraph): expose `trace_policy` on `add_node`
 (#8362)

---
 libs/langgraph/langgraph/graph/_node.py   |  10 +-
 libs/langgraph/langgraph/graph/state.py   |  17 ++++
 libs/langgraph/langgraph/pregel/_read.py  |  12 ++-
 libs/langgraph/langgraph/types.py         |  26 +++++-
 libs/langgraph/tests/test_trace_policy.py | 109 ++++++++++++++++++++++
 5 files changed, 169 insertions(+), 5 deletions(-)
 create mode 100644 libs/langgraph/tests/test_trace_policy.py

diff --git a/libs/langgraph/langgraph/graph/_node.py b/libs/langgraph/langgraph/graph/_node.py
index d8238c2b3..4cb2676a9 100644
--- a/libs/langgraph/langgraph/graph/_node.py
+++ b/libs/langgraph/langgraph/graph/_node.py
@@ -9,7 +9,13 @@ from langgraph.store.base import BaseStore
 
 from langgraph._internal._typing import EMPTY_SEQ
 from langgraph.runtime import Runtime
-from langgraph.types import CachePolicy, RetryPolicy, StreamWriter, TimeoutPolicy
+from langgraph.types import (
+    CachePolicy,
+    RetryPolicy,
+    StreamWriter,
+    TimeoutPolicy,
+    TracePolicy,
+)
 from langgraph.typing import ContextT, NodeInputT, NodeInputT_contra
 
 
@@ -93,3 +99,5 @@ class StateNodeSpec(Generic[NodeInputT, ContextT]):
     ends: tuple[str, ...] | dict[str, str] | None = EMPTY_SEQ
     defer: bool = False
     timeout: TimeoutPolicy | None = None
+    trace_policy: TracePolicy | None = None
+    """Optional policy controlling what this node records on its trace run."""
diff --git a/libs/langgraph/langgraph/graph/state.py b/libs/langgraph/langgraph/graph/state.py
index deb0e9e94..297db4989 100644
--- a/libs/langgraph/langgraph/graph/state.py
+++ b/libs/langgraph/langgraph/graph/state.py
@@ -85,6 +85,7 @@ from langgraph.types import (
     RetryPolicy,
     Send,
     TimeoutPolicy,
+    TracePolicy,
     ensure_valid_checkpointer,
 )
 from langgraph.typing import ContextT, InputT, NodeInputT, OutputT, StateT
@@ -384,6 +385,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
+        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`, input schema is inferred as the state schema.
@@ -453,6 +455,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
+        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph` where input schema is specified.
@@ -527,6 +530,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
+        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`, input schema is inferred as the state schema.
@@ -596,6 +600,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
+        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`, input schema is specified.
@@ -672,6 +677,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
+        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`.
@@ -691,6 +697,11 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 If a sequence is provided, the first matching policy will be applied.
             cache_policy: The cache policy for the node.
             error_handler: Optional node-level error handler callable for this node.
+            trace_policy: Optional policy controlling how this node's run is traced. Its
+                `process_inputs` callable transforms the node's input before it is
+                recorded (e.g. to omit or summarize large message history) without
+                changing the value passed to the node, and `tags` attaches tags to the
+                run (e.g. to hide it from the trace tree). Does not affect execution.
             destinations: Destinations that indicate where a node can route to.
 
                 Useful for edgeless graphs with nodes that return `Command` objects.
@@ -880,6 +891,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 ends=ends,
                 defer=defer,
                 timeout=timeout,
+                trace_policy=trace_policy,
             )
         elif inferred_input_schema is not None:
             self.nodes[node] = StateNodeSpec(
@@ -892,6 +904,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 ends=ends,
                 defer=defer,
                 timeout=timeout,
+                trace_policy=trace_policy,
             )
         else:
             self.nodes[node] = StateNodeSpec[StateT, ContextT](
@@ -904,6 +917,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 ends=ends,
                 defer=defer,
                 timeout=timeout,
+                trace_policy=trace_policy,
             )
 
         input_schema = input_schema or inferred_input_schema
@@ -1515,6 +1529,7 @@ class CompiledStateGraph(
                 if node.defer
                 else EphemeralValue(Any, guard=False)
             )
+            trace_tags = node.trace_policy.tags if node.trace_policy else None
             self.nodes[key] = PregelNode(
                 triggers=[branch_channel],
                 # read state keys and managed values
@@ -1523,6 +1538,7 @@ class CompiledStateGraph(
                 mapper=mapper,
                 # publish to state keys
                 writers=[ChannelWrite(write_entries)],
+                tags=list(trace_tags) if trace_tags else None,
                 metadata=node.metadata,
                 retry_policy=node.retry_policy,
                 cache_policy=node.cache_policy,
@@ -1530,6 +1546,7 @@ class CompiledStateGraph(
                 error_handler_node=node.error_handler_node,
                 bound=node.runnable,  # type: ignore[arg-type]
                 timeout=node.timeout,
+                trace_policy=node.trace_policy,
             )
         else:
             raise RuntimeError
diff --git a/libs/langgraph/langgraph/pregel/_read.py b/libs/langgraph/langgraph/pregel/_read.py
index 7d49fce85..d5c30adf6 100644
--- a/libs/langgraph/langgraph/pregel/_read.py
+++ b/libs/langgraph/langgraph/pregel/_read.py
@@ -16,7 +16,7 @@ from langgraph._internal._timeout import coerce_timeout_policy
 from langgraph.pregel._utils import find_subgraph_pregel
 from langgraph.pregel._write import ChannelWrite
 from langgraph.pregel.protocol import PregelProtocol
-from langgraph.types import CachePolicy, RetryPolicy, TimeoutPolicy
+from langgraph.types import CachePolicy, RetryPolicy, TimeoutPolicy, TracePolicy
 
 READ_TYPE = Callable[[str | Sequence[str], bool], Any | dict[str, Any]]
 INPUT_CACHE_KEY_TYPE = tuple[Callable[..., Any], tuple[str, ...]]
@@ -138,6 +138,9 @@ class PregelNode:
     metadata: Mapping[str, Any] | None
     """Metadata to attach to the node for tracing."""
 
+    trace_policy: TracePolicy | None
+    """Optional policy controlling what this node records on its trace run."""
+
     is_error_handler: bool
     """Whether this node is registered as an error handler node."""
 
@@ -156,6 +159,7 @@ class PregelNode:
         writers: list[Runnable] | None = None,
         tags: list[str] | None = None,
         metadata: Mapping[str, Any] | None = None,
+        trace_policy: TracePolicy | None = None,
         bound: Runnable[Any, Any] | None = None,
         retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
         cache_policy: CachePolicy | None = None,
@@ -177,6 +181,7 @@ class PregelNode:
         self.timeout = coerce_timeout_policy(timeout)
         self.tags = tags
         self.metadata = metadata
+        self.trace_policy = trace_policy
         self.is_error_handler = is_error_handler
         self.error_handler_node = error_handler_node
         if subgraphs is not None:
@@ -222,14 +227,15 @@ class PregelNode:
     def node(self) -> Runnable[Any, Any] | None:
         """Get a runnable that combines `bound` and `writers`."""
         writers = self.flat_writers
+        trace_inputs = self.trace_policy.process_inputs if self.trace_policy else None
         if self.bound is DEFAULT_BOUND and not writers:
             return None
         elif self.bound is DEFAULT_BOUND and len(writers) == 1:
             return writers[0]
         elif self.bound is DEFAULT_BOUND:
-            return RunnableSeq(*writers)
+            return RunnableSeq(*writers, trace_inputs=trace_inputs)
         elif writers:
-            return RunnableSeq(self.bound, *writers)
+            return RunnableSeq(self.bound, *writers, trace_inputs=trace_inputs)
         else:
             return self.bound
 
diff --git a/libs/langgraph/langgraph/types.py b/libs/langgraph/langgraph/types.py
index ac9aa9b00..e79ecfb3d 100644
--- a/libs/langgraph/langgraph/types.py
+++ b/libs/langgraph/langgraph/types.py
@@ -3,7 +3,7 @@ from __future__ import annotations
 import sys
 from collections import deque
 from collections.abc import Callable, Hashable, Sequence
-from dataclasses import asdict, dataclass
+from dataclasses import asdict, dataclass, field
 from datetime import timedelta
 from typing import (
     TYPE_CHECKING,
@@ -70,6 +70,7 @@ __all__ = (
     "RetryPolicy",
     "TimeoutPolicy",
     "CachePolicy",
+    "TracePolicy",
     "Interrupt",
     "StateUpdate",
     "PregelTask",
@@ -527,6 +528,29 @@ class CachePolicy(Generic[KeyFuncT]):
     """Time to live for the cache entry in seconds. If `None`, the entry never expires."""
 
 
+@dataclass(**_DC_KWARGS)
+class TracePolicy:
+    """Configuration for how a node's run is traced.
+
+    Scope: this only transforms what the node's *own* run records. Child runs created
+    by a traced `bound` runnable (e.g. a `RunnableLambda`, a chain, or a `prompt | model`)
+    and the root graph run are not affected. Plain function nodes are traced with
+    `trace=False`, so they have no such child runs.
+
+    This is a trace-payload/latency tool, not a secret-redaction control. To redact
+    inputs/outputs across all runs (children included), use the LangSmith client's
+    `hide_inputs`/`hide_outputs`/`anonymizer` instead.
+    """
+
+    process_inputs: Callable[[Any], Any] | None = None
+    """Optional callable to transform the node's input before it is recorded on the
+    node's trace run. Use to omit or summarize large payloads (e.g. message history).
+    Does not affect the value passed to the node."""
+
+    tags: list[str] = field(default_factory=list)
+    """Tags to attach to this node's trace run."""
+
+
 _DEFAULT_INTERRUPT_ID = "placeholder-id"
 
 
diff --git a/libs/langgraph/tests/test_trace_policy.py b/libs/langgraph/tests/test_trace_policy.py
new file mode 100644
index 000000000..e04dcc9e5
--- /dev/null
+++ b/libs/langgraph/tests/test_trace_policy.py
@@ -0,0 +1,109 @@
+"""End-to-end tests for `TracePolicy` (input processing + hidden tag) on node runs."""
+
+from typing import Any
+
+import pytest
+from typing_extensions import TypedDict
+
+from langgraph.graph import END, START, StateGraph
+from langgraph.types import TracePolicy
+from tests.fake_tracer import FakeTracer, Run
+
+
+class State(TypedDict):
+    value: int
+
+
+def _node_run(tracer: FakeTracer, name: str) -> Run:
+    return next(r for r in tracer.flattened_runs() if r.name == name)
+
+
+def _incr(state: State) -> State:
+    return {"value": state["value"] + 1}
+
+
+def test_trace_policy_transforms_recorded_inputs() -> None:
+    seen: dict[str, Any] = {}
+
+    def process_inputs(inp: Any) -> Any:
+        seen["inputs"] = inp
+        return {"scrubbed_in": True}
+
+    graph = (
+        StateGraph(State)
+        .add_node("n", _incr, trace_policy=TracePolicy(process_inputs=process_inputs))
+        .add_edge(START, "n")
+        .add_edge("n", END)
+        .compile()
+    )
+
+    tracer = FakeTracer()
+    # the real graph output is unaffected by the trace policy
+    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
+
+    run = _node_run(tracer, "n")
+    # the recorded input is transformed; the output is recorded as-is
+    assert run.inputs == {"scrubbed_in": True}
+    assert run.outputs == {"value": 2}
+    # process_inputs observed the real, untransformed input
+    assert seen["inputs"] == {"value": 1}
+
+
+def test_trace_policy_none_records_real_payloads() -> None:
+    graph = (
+        StateGraph(State)
+        .add_node("n", _incr)
+        .add_edge(START, "n")
+        .add_edge("n", END)
+        .compile()
+    )
+
+    tracer = FakeTracer()
+    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
+
+    run = _node_run(tracer, "n")
+    assert run.inputs == {"value": 1}
+    assert run.outputs == {"value": 2}
+
+
+@pytest.mark.anyio
+async def test_trace_policy_transforms_recorded_inputs_async() -> None:
+    graph = (
+        StateGraph(State)
+        .add_node(
+            "n",
+            _incr,
+            trace_policy=TracePolicy(process_inputs=lambda _: {"scrubbed_in": True}),
+        )
+        .add_edge(START, "n")
+        .add_edge("n", END)
+        .compile()
+    )
+
+    tracer = FakeTracer()
+    assert await graph.ainvoke({"value": 5}, {"callbacks": [tracer]}) == {"value": 6}
+
+    run = _node_run(tracer, "n")
+    assert run.inputs == {"scrubbed_in": True}
+    assert run.outputs == {"value": 6}
+
+
+def test_trace_policy_tags_applied_to_run() -> None:
+    graph = (
+        StateGraph(State)
+        .add_node("shown", _incr)
+        .add_node(
+            "hush", _incr, trace_policy=TracePolicy(tags=["langsmith:hidden_middleware"])
+        )
+        .add_edge(START, "shown")
+        .add_edge("shown", "hush")
+        .add_edge("hush", END)
+        .compile()
+    )
+
+    tracer = FakeTracer()
+    graph.invoke({"value": 0}, {"callbacks": [tracer]})
+
+    # the policy's tags land on the node's run; other nodes are unaffected
+    assert "langsmith:hidden_middleware" in _node_run(tracer, "hush").tags
+    assert "langsmith:hidden_middleware" not in _node_run(tracer, "shown").tags

From f02c0f0ce575ce1d3879b09ee3c534446c31a983 Mon Sep 17 00:00:00 2001
From: ccurme <chester.curme@gmail.com>
Date: Tue, 21 Jul 2026 15:57:18 -0400
Subject: [PATCH 06/12] feat(langgraph): drop tags from TracePolicy (#8402)

---
 libs/langgraph/langgraph/graph/state.py   |  5 +----
 libs/langgraph/langgraph/types.py         |  5 +----
 libs/langgraph/tests/test_trace_policy.py | 23 +----------------------
 3 files changed, 3 insertions(+), 30 deletions(-)

diff --git a/libs/langgraph/langgraph/graph/state.py b/libs/langgraph/langgraph/graph/state.py
index 297db4989..0e0df9157 100644
--- a/libs/langgraph/langgraph/graph/state.py
+++ b/libs/langgraph/langgraph/graph/state.py
@@ -700,8 +700,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
             trace_policy: Optional policy controlling how this node's run is traced. Its
                 `process_inputs` callable transforms the node's input before it is
                 recorded (e.g. to omit or summarize large message history) without
-                changing the value passed to the node, and `tags` attaches tags to the
-                run (e.g. to hide it from the trace tree). Does not affect execution.
+                changing the value passed to the node. Does not affect execution.
             destinations: Destinations that indicate where a node can route to.
 
                 Useful for edgeless graphs with nodes that return `Command` objects.
@@ -1529,7 +1528,6 @@ class CompiledStateGraph(
                 if node.defer
                 else EphemeralValue(Any, guard=False)
             )
-            trace_tags = node.trace_policy.tags if node.trace_policy else None
             self.nodes[key] = PregelNode(
                 triggers=[branch_channel],
                 # read state keys and managed values
@@ -1538,7 +1536,6 @@ class CompiledStateGraph(
                 mapper=mapper,
                 # publish to state keys
                 writers=[ChannelWrite(write_entries)],
-                tags=list(trace_tags) if trace_tags else None,
                 metadata=node.metadata,
                 retry_policy=node.retry_policy,
                 cache_policy=node.cache_policy,
diff --git a/libs/langgraph/langgraph/types.py b/libs/langgraph/langgraph/types.py
index e79ecfb3d..8175e47e9 100644
--- a/libs/langgraph/langgraph/types.py
+++ b/libs/langgraph/langgraph/types.py
@@ -3,7 +3,7 @@ from __future__ import annotations
 import sys
 from collections import deque
 from collections.abc import Callable, Hashable, Sequence
-from dataclasses import asdict, dataclass, field
+from dataclasses import asdict, dataclass
 from datetime import timedelta
 from typing import (
     TYPE_CHECKING,
@@ -547,9 +547,6 @@ class TracePolicy:
     node's trace run. Use to omit or summarize large payloads (e.g. message history).
     Does not affect the value passed to the node."""
 
-    tags: list[str] = field(default_factory=list)
-    """Tags to attach to this node's trace run."""
-
 
 _DEFAULT_INTERRUPT_ID = "placeholder-id"
 
diff --git a/libs/langgraph/tests/test_trace_policy.py b/libs/langgraph/tests/test_trace_policy.py
index e04dcc9e5..e72d0299c 100644
--- a/libs/langgraph/tests/test_trace_policy.py
+++ b/libs/langgraph/tests/test_trace_policy.py
@@ -1,4 +1,4 @@
-"""End-to-end tests for `TracePolicy` (input processing + hidden tag) on node runs."""
+"""End-to-end tests for `TracePolicy` input processing on node trace runs."""
 
 from typing import Any
 
@@ -86,24 +86,3 @@ async def test_trace_policy_transforms_recorded_inputs_async() -> None:
     run = _node_run(tracer, "n")
     assert run.inputs == {"scrubbed_in": True}
     assert run.outputs == {"value": 6}
-
-
-def test_trace_policy_tags_applied_to_run() -> None:
-    graph = (
-        StateGraph(State)
-        .add_node("shown", _incr)
-        .add_node(
-            "hush", _incr, trace_policy=TracePolicy(tags=["langsmith:hidden_middleware"])
-        )
-        .add_edge(START, "shown")
-        .add_edge("shown", "hush")
-        .add_edge("hush", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    graph.invoke({"value": 0}, {"callbacks": [tracer]})
-
-    # the policy's tags land on the node's run; other nodes are unaffected
-    assert "langsmith:hidden_middleware" in _node_run(tracer, "hush").tags
-    assert "langsmith:hidden_middleware" not in _node_run(tracer, "shown").tags

From 31f90df3e6b0268fa77fd2d118a917d420b84a68 Mon Sep 17 00:00:00 2001
From: ccurme <chester.curme@gmail.com>
Date: Tue, 21 Jul 2026 17:09:16 -0400
Subject: [PATCH 07/12] revert(langgraph): delete TracePolicy (#8403)

---
 libs/langgraph/langgraph/graph/_node.py   | 10 +--
 libs/langgraph/langgraph/graph/state.py   | 14 ----
 libs/langgraph/langgraph/pregel/_read.py  | 12 +---
 libs/langgraph/langgraph/types.py         | 21 ------
 libs/langgraph/tests/test_trace_policy.py | 88 -----------------------
 5 files changed, 4 insertions(+), 141 deletions(-)
 delete mode 100644 libs/langgraph/tests/test_trace_policy.py

diff --git a/libs/langgraph/langgraph/graph/_node.py b/libs/langgraph/langgraph/graph/_node.py
index 4cb2676a9..d8238c2b3 100644
--- a/libs/langgraph/langgraph/graph/_node.py
+++ b/libs/langgraph/langgraph/graph/_node.py
@@ -9,13 +9,7 @@ from langgraph.store.base import BaseStore
 
 from langgraph._internal._typing import EMPTY_SEQ
 from langgraph.runtime import Runtime
-from langgraph.types import (
-    CachePolicy,
-    RetryPolicy,
-    StreamWriter,
-    TimeoutPolicy,
-    TracePolicy,
-)
+from langgraph.types import CachePolicy, RetryPolicy, StreamWriter, TimeoutPolicy
 from langgraph.typing import ContextT, NodeInputT, NodeInputT_contra
 
 
@@ -99,5 +93,3 @@ class StateNodeSpec(Generic[NodeInputT, ContextT]):
     ends: tuple[str, ...] | dict[str, str] | None = EMPTY_SEQ
     defer: bool = False
     timeout: TimeoutPolicy | None = None
-    trace_policy: TracePolicy | None = None
-    """Optional policy controlling what this node records on its trace run."""
diff --git a/libs/langgraph/langgraph/graph/state.py b/libs/langgraph/langgraph/graph/state.py
index 0e0df9157..deb0e9e94 100644
--- a/libs/langgraph/langgraph/graph/state.py
+++ b/libs/langgraph/langgraph/graph/state.py
@@ -85,7 +85,6 @@ from langgraph.types import (
     RetryPolicy,
     Send,
     TimeoutPolicy,
-    TracePolicy,
     ensure_valid_checkpointer,
 )
 from langgraph.typing import ContextT, InputT, NodeInputT, OutputT, StateT
@@ -385,7 +384,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`, input schema is inferred as the state schema.
@@ -455,7 +453,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph` where input schema is specified.
@@ -530,7 +527,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`, input schema is inferred as the state schema.
@@ -600,7 +596,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`, input schema is specified.
@@ -677,7 +672,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`.
@@ -697,10 +691,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 If a sequence is provided, the first matching policy will be applied.
             cache_policy: The cache policy for the node.
             error_handler: Optional node-level error handler callable for this node.
-            trace_policy: Optional policy controlling how this node's run is traced. Its
-                `process_inputs` callable transforms the node's input before it is
-                recorded (e.g. to omit or summarize large message history) without
-                changing the value passed to the node. Does not affect execution.
             destinations: Destinations that indicate where a node can route to.
 
                 Useful for edgeless graphs with nodes that return `Command` objects.
@@ -890,7 +880,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 ends=ends,
                 defer=defer,
                 timeout=timeout,
-                trace_policy=trace_policy,
             )
         elif inferred_input_schema is not None:
             self.nodes[node] = StateNodeSpec(
@@ -903,7 +892,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 ends=ends,
                 defer=defer,
                 timeout=timeout,
-                trace_policy=trace_policy,
             )
         else:
             self.nodes[node] = StateNodeSpec[StateT, ContextT](
@@ -916,7 +904,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 ends=ends,
                 defer=defer,
                 timeout=timeout,
-                trace_policy=trace_policy,
             )
 
         input_schema = input_schema or inferred_input_schema
@@ -1543,7 +1530,6 @@ class CompiledStateGraph(
                 error_handler_node=node.error_handler_node,
                 bound=node.runnable,  # type: ignore[arg-type]
                 timeout=node.timeout,
-                trace_policy=node.trace_policy,
             )
         else:
             raise RuntimeError
diff --git a/libs/langgraph/langgraph/pregel/_read.py b/libs/langgraph/langgraph/pregel/_read.py
index d5c30adf6..7d49fce85 100644
--- a/libs/langgraph/langgraph/pregel/_read.py
+++ b/libs/langgraph/langgraph/pregel/_read.py
@@ -16,7 +16,7 @@ from langgraph._internal._timeout import coerce_timeout_policy
 from langgraph.pregel._utils import find_subgraph_pregel
 from langgraph.pregel._write import ChannelWrite
 from langgraph.pregel.protocol import PregelProtocol
-from langgraph.types import CachePolicy, RetryPolicy, TimeoutPolicy, TracePolicy
+from langgraph.types import CachePolicy, RetryPolicy, TimeoutPolicy
 
 READ_TYPE = Callable[[str | Sequence[str], bool], Any | dict[str, Any]]
 INPUT_CACHE_KEY_TYPE = tuple[Callable[..., Any], tuple[str, ...]]
@@ -138,9 +138,6 @@ class PregelNode:
     metadata: Mapping[str, Any] | None
     """Metadata to attach to the node for tracing."""
 
-    trace_policy: TracePolicy | None
-    """Optional policy controlling what this node records on its trace run."""
-
     is_error_handler: bool
     """Whether this node is registered as an error handler node."""
 
@@ -159,7 +156,6 @@ class PregelNode:
         writers: list[Runnable] | None = None,
         tags: list[str] | None = None,
         metadata: Mapping[str, Any] | None = None,
-        trace_policy: TracePolicy | None = None,
         bound: Runnable[Any, Any] | None = None,
         retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
         cache_policy: CachePolicy | None = None,
@@ -181,7 +177,6 @@ class PregelNode:
         self.timeout = coerce_timeout_policy(timeout)
         self.tags = tags
         self.metadata = metadata
-        self.trace_policy = trace_policy
         self.is_error_handler = is_error_handler
         self.error_handler_node = error_handler_node
         if subgraphs is not None:
@@ -227,15 +222,14 @@ class PregelNode:
     def node(self) -> Runnable[Any, Any] | None:
         """Get a runnable that combines `bound` and `writers`."""
         writers = self.flat_writers
-        trace_inputs = self.trace_policy.process_inputs if self.trace_policy else None
         if self.bound is DEFAULT_BOUND and not writers:
             return None
         elif self.bound is DEFAULT_BOUND and len(writers) == 1:
             return writers[0]
         elif self.bound is DEFAULT_BOUND:
-            return RunnableSeq(*writers, trace_inputs=trace_inputs)
+            return RunnableSeq(*writers)
         elif writers:
-            return RunnableSeq(self.bound, *writers, trace_inputs=trace_inputs)
+            return RunnableSeq(self.bound, *writers)
         else:
             return self.bound
 
diff --git a/libs/langgraph/langgraph/types.py b/libs/langgraph/langgraph/types.py
index 8175e47e9..ac9aa9b00 100644
--- a/libs/langgraph/langgraph/types.py
+++ b/libs/langgraph/langgraph/types.py
@@ -70,7 +70,6 @@ __all__ = (
     "RetryPolicy",
     "TimeoutPolicy",
     "CachePolicy",
-    "TracePolicy",
     "Interrupt",
     "StateUpdate",
     "PregelTask",
@@ -528,26 +527,6 @@ class CachePolicy(Generic[KeyFuncT]):
     """Time to live for the cache entry in seconds. If `None`, the entry never expires."""
 
 
-@dataclass(**_DC_KWARGS)
-class TracePolicy:
-    """Configuration for how a node's run is traced.
-
-    Scope: this only transforms what the node's *own* run records. Child runs created
-    by a traced `bound` runnable (e.g. a `RunnableLambda`, a chain, or a `prompt | model`)
-    and the root graph run are not affected. Plain function nodes are traced with
-    `trace=False`, so they have no such child runs.
-
-    This is a trace-payload/latency tool, not a secret-redaction control. To redact
-    inputs/outputs across all runs (children included), use the LangSmith client's
-    `hide_inputs`/`hide_outputs`/`anonymizer` instead.
-    """
-
-    process_inputs: Callable[[Any], Any] | None = None
-    """Optional callable to transform the node's input before it is recorded on the
-    node's trace run. Use to omit or summarize large payloads (e.g. message history).
-    Does not affect the value passed to the node."""
-
-
 _DEFAULT_INTERRUPT_ID = "placeholder-id"
 
 
diff --git a/libs/langgraph/tests/test_trace_policy.py b/libs/langgraph/tests/test_trace_policy.py
deleted file mode 100644
index e72d0299c..000000000
--- a/libs/langgraph/tests/test_trace_policy.py
+++ /dev/null
@@ -1,88 +0,0 @@
-"""End-to-end tests for `TracePolicy` input processing on node trace runs."""
-
-from typing import Any
-
-import pytest
-from typing_extensions import TypedDict
-
-from langgraph.graph import END, START, StateGraph
-from langgraph.types import TracePolicy
-from tests.fake_tracer import FakeTracer, Run
-
-
-class State(TypedDict):
-    value: int
-
-
-def _node_run(tracer: FakeTracer, name: str) -> Run:
-    return next(r for r in tracer.flattened_runs() if r.name == name)
-
-
-def _incr(state: State) -> State:
-    return {"value": state["value"] + 1}
-
-
-def test_trace_policy_transforms_recorded_inputs() -> None:
-    seen: dict[str, Any] = {}
-
-    def process_inputs(inp: Any) -> Any:
-        seen["inputs"] = inp
-        return {"scrubbed_in": True}
-
-    graph = (
-        StateGraph(State)
-        .add_node("n", _incr, trace_policy=TracePolicy(process_inputs=process_inputs))
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    # the real graph output is unaffected by the trace policy
-    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
-
-    run = _node_run(tracer, "n")
-    # the recorded input is transformed; the output is recorded as-is
-    assert run.inputs == {"scrubbed_in": True}
-    assert run.outputs == {"value": 2}
-    # process_inputs observed the real, untransformed input
-    assert seen["inputs"] == {"value": 1}
-
-
-def test_trace_policy_none_records_real_payloads() -> None:
-    graph = (
-        StateGraph(State)
-        .add_node("n", _incr)
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
-
-    run = _node_run(tracer, "n")
-    assert run.inputs == {"value": 1}
-    assert run.outputs == {"value": 2}
-
-
-@pytest.mark.anyio
-async def test_trace_policy_transforms_recorded_inputs_async() -> None:
-    graph = (
-        StateGraph(State)
-        .add_node(
-            "n",
-            _incr,
-            trace_policy=TracePolicy(process_inputs=lambda _: {"scrubbed_in": True}),
-        )
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    assert await graph.ainvoke({"value": 5}, {"callbacks": [tracer]}) == {"value": 6}
-
-    run = _node_run(tracer, "n")
-    assert run.inputs == {"scrubbed_in": True}
-    assert run.outputs == {"value": 6}

From 1e1ca88dad9c7e708263257fa9fc27a3fbdfff68 Mon Sep 17 00:00:00 2001
From: Nick Hollon <nick.hollon@langchain.dev>
Date: Fri, 24 Jul 2026 13:16:41 -0400
Subject: [PATCH 08/12] feat(langgraph): type v3 stream_events return and
 native projections (#8389)

The `version="v3"` overloads of `stream_events`/`astream_events`
returned `Any`, and `GraphRunStream`/`AsyncGraphRunStream` attached
native projections via a runtime `setattr` loop invisible to type
checkers.

- Return `GraphRunStream` / `Awaitable[AsyncGraphRunStream]` from the v3
overloads.
- Declare the always-registered native projections (`values`,
`messages`, `lifecycle`, `subgraphs`) as typed class attributes on both
run streams.
- Add `assert_type` checks in `test_stream_events_v3.py`.

Opt-in native projections (`updates`, `custom`, `checkpoints`, `debug`,
`tasks`) are only present when their transformer is registered, so they
remain reached via `extensions[...]` rather than annotated as
always-present.
---
 libs/langgraph/langgraph/pregel/main.py       |  8 ++--
 libs/langgraph/langgraph/stream/run_stream.py | 28 ++++++++++++-
 libs/langgraph/tests/test_stream_events_v3.py | 41 +++++++++++++++++++
 3 files changed, 72 insertions(+), 5 deletions(-)

diff --git a/libs/langgraph/langgraph/pregel/main.py b/libs/langgraph/langgraph/pregel/main.py
index 4e098ba5b..f4ca48024 100644
--- a/libs/langgraph/langgraph/pregel/main.py
+++ b/libs/langgraph/langgraph/pregel/main.py
@@ -3512,7 +3512,7 @@ class Pregel(
         control: RunControl | None = None,
         transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
         **kwargs: Any,
-    ) -> Any:
+    ) -> GraphRunStream:
         """Internal v3 sync streaming implementation. Public entry: stream_events(version='v3').
 
         Extra keyword arguments are forwarded to the underlying ``stream(...)``
@@ -3568,7 +3568,7 @@ class Pregel(
         control: RunControl | None = None,
         transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
         **kwargs: Any,
-    ) -> Any:
+    ) -> AsyncGraphRunStream:
         """Internal v3 async streaming implementation. Public entry: astream_events(version='v3').
 
         Extra keyword arguments are forwarded to the underlying ``astream(...)``
@@ -3633,7 +3633,7 @@ class Pregel(
         control: RunControl | None = None,
         transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
         **kwargs: Any,
-    ) -> Any: ...
+    ) -> GraphRunStream: ...
 
     def stream_events(
         self,
@@ -3738,7 +3738,7 @@ class Pregel(
         control: RunControl | None = None,
         transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
         **kwargs: Any,
-    ) -> Awaitable[Any]: ...
+    ) -> Awaitable[AsyncGraphRunStream]: ...
 
     def astream_events(
         self,
diff --git a/libs/langgraph/langgraph/stream/run_stream.py b/libs/langgraph/langgraph/stream/run_stream.py
index 5eb14a6fa..37062c64d 100644
--- a/libs/langgraph/langgraph/stream/run_stream.py
+++ b/libs/langgraph/langgraph/stream/run_stream.py
@@ -12,7 +12,13 @@ from langgraph.stream._mux import StreamMux
 from langgraph.stream._types import ProtocolEvent
 
 if TYPE_CHECKING:
-    from langgraph.stream.transformers import SubgraphStatus
+    from langchain_core.language_models.chat_model_stream import (
+        AsyncChatModelStream,
+        ChatModelStream,
+    )
+
+    from langgraph.stream.stream_channel import StreamChannel
+    from langgraph.stream.transformers import LifecyclePayload, SubgraphStatus
 
 
 def _drive_until_done(pump: Callable[[], bool]) -> None:
@@ -48,6 +54,16 @@ class GraphRunStream:
         experimental and may change.
     """
 
+    # Native projections always registered by `stream_events(version="v3")`.
+    # Attached dynamically by the `setattr` loop in `__init__`; declared here
+    # so type checkers see them. Opt-in native projections (`updates`,
+    # `custom`, `checkpoints`, `debug`, `tasks`) are only present when their
+    # transformer is registered, so they are reached via `extensions[...]`.
+    values: StreamChannel[dict[str, Any]]
+    messages: StreamChannel[ChatModelStream]
+    lifecycle: StreamChannel[LifecyclePayload]
+    subgraphs: StreamChannel[SubgraphRunStream]
+
     def __init__(
         self,
         graph_iter: Iterator[Any] | None,
@@ -329,6 +345,16 @@ class AsyncGraphRunStream:
         experimental and may change.
     """
 
+    # Native projections always registered by `astream_events(version="v3")`.
+    # Attached dynamically by the `setattr` loop in `__init__`; declared here
+    # so type checkers see them. Opt-in native projections (`updates`,
+    # `custom`, `checkpoints`, `debug`, `tasks`) are only present when their
+    # transformer is registered, so they are reached via `extensions[...]`.
+    values: StreamChannel[dict[str, Any]]
+    messages: StreamChannel[AsyncChatModelStream]
+    lifecycle: StreamChannel[LifecyclePayload]
+    subgraphs: StreamChannel[AsyncSubgraphRunStream]
+
     def __init__(
         self,
         graph_aiter: AsyncIterator[Any] | None,
diff --git a/libs/langgraph/tests/test_stream_events_v3.py b/libs/langgraph/tests/test_stream_events_v3.py
index 6399b3084..71d81325e 100644
--- a/libs/langgraph/tests/test_stream_events_v3.py
+++ b/libs/langgraph/tests/test_stream_events_v3.py
@@ -12,6 +12,10 @@ from dataclasses import dataclass
 from typing import Annotated, Any, TypeVar
 
 import pytest
+from langchain_core.language_models.chat_model_stream import (
+    AsyncChatModelStream,
+    ChatModelStream,
+)
 from langchain_core.messages import AIMessage, BaseMessage
 from langgraph.checkpoint.memory import InMemorySaver
 from pydantic import BaseModel, ValidationError
@@ -24,6 +28,14 @@ from langgraph.func import entrypoint
 from langgraph.graph import StateGraph
 from langgraph.graph.message import MessagesState
 from langgraph.runtime import RunControl
+from langgraph.stream import (
+    AsyncGraphRunStream,
+    AsyncSubgraphRunStream,
+    GraphRunStream,
+    LifecyclePayload,
+    StreamChannel,
+    SubgraphRunStream,
+)
 from langgraph.types import (
     CheckpointPayload,
     CheckpointStreamPart,
@@ -1178,3 +1190,32 @@ def _check_type_narrowing(part: StreamPart[_StateT, _OutputT]) -> None:
         assert_type(part, DebugStreamPart[_StateT])
         assert_type(part["data"], DebugPayload[_StateT])
     assert_type(part["ns"], tuple[str, ...])
+
+
+# --- v3 stream_events return / projection typing checks ---
+# These functions are never called at runtime; `ty` validates the
+# assert_type calls. They pin the public typing surface of
+# stream_events(version="v3") / astream_events(version="v3"): the handle
+# type and the always-registered native projections.
+
+
+def _check_stream_events_v3_typing() -> None:
+    """Compile-time checks for sync v3 typing — never called at runtime."""
+    graph = _make_simple_graph().compile()
+    run = graph.stream_events(_SIMPLE_INPUT, version="v3")
+    assert_type(run, GraphRunStream)
+    assert_type(run.values, StreamChannel[dict[str, Any]])
+    assert_type(run.messages, StreamChannel[ChatModelStream])
+    assert_type(run.lifecycle, StreamChannel[LifecyclePayload])
+    assert_type(run.subgraphs, StreamChannel[SubgraphRunStream])
+
+
+async def _check_astream_events_v3_typing() -> None:
+    """Compile-time checks for async v3 typing — never called at runtime."""
+    graph = _make_simple_graph().compile()
+    run = await graph.astream_events(_SIMPLE_INPUT, version="v3")
+    assert_type(run, AsyncGraphRunStream)
+    assert_type(run.values, StreamChannel[dict[str, Any]])
+    assert_type(run.messages, StreamChannel[AsyncChatModelStream])
+    assert_type(run.lifecycle, StreamChannel[LifecyclePayload])
+    assert_type(run.subgraphs, StreamChannel[AsyncSubgraphRunStream])

From 9f1e40bfeea28dee2155b4a57f5babd0a53534cf Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 25 Jul 2026 00:33:43 -0700
Subject: [PATCH 09/12] chore(deps): bump setuptools from 80.9.0 to 83.0.0 in
 /libs/langgraph (#8435)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [setuptools](https://github.com/pypa/setuptools) from 80.9.0 to
83.0.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/setuptools/blob/main/NEWS.rst">setuptools's
changelog</a>.</em></p>
<blockquote>
<h1>v83.0.0</h1>
<h2>Features</h2>
<ul>
<li>Require Python 3.10 or later.</li>
</ul>
<h2>Bugfixes</h2>
<ul>
<li><code>MANIFEST.in</code> matching (via <code>FileList</code>) is now
insensitive to Unicode
normalization form. A pattern authored in one form (e.g. NFC, as
typically
saved by editors) now matches a file whose name is stored on disk in
another
(e.g. NFD, as produced by macOS APFS/HFS+). Previously an
<code>exclude</code>,
<code>global-exclude</code>, <code>recursive-exclude</code>, or
<code>prune</code> rule could silently
fail to drop a non-ASCII-named file from the source distribution,
publishing
it despite the exclusion -- see GHSA-h35f-9h28-mq5c.</li>
</ul>
<h2>Deprecations and Removals</h2>
<ul>
<li><code>pypa/distutils#334</code></li>
</ul>
<h1>v82.0.1</h1>
<h2>Bugfixes</h2>
<ul>
<li>Fix the loading of <code>launcher manifest.xml</code> file. (<a
href="https://redirect.github.com/pypa/setuptools/issues/5047">#5047</a>)</li>
<li>Replaced deprecated <code>json.__version__</code> with fixture in
tests. (<a
href="https://redirect.github.com/pypa/setuptools/issues/5186">#5186</a>)</li>
</ul>
<h2>Improved Documentation</h2>
<ul>
<li>Add advice about how to improve predictability when installing
sdists. (<a
href="https://redirect.github.com/pypa/setuptools/issues/5168">#5168</a>)</li>
</ul>
<h2>Misc</h2>
<ul>
<li><a
href="https://redirect.github.com/pypa/setuptools/issues/4941">#4941</a>,
<a
href="https://redirect.github.com/pypa/setuptools/issues/5157">#5157</a>,
<a
href="https://redirect.github.com/pypa/setuptools/issues/5169">#5169</a>,
<a
href="https://redirect.github.com/pypa/setuptools/issues/5175">#5175</a></li>
</ul>
<p>v82.0.0</p>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pypa/setuptools/commit/6519f728c6f23c992df81a5691ef7655184a20eb"><code>6519f72</code></a>
Bump version: 82.0.1 → 83.0.0</li>
<li><a
href="https://github.com/pypa/setuptools/commit/d1151b125b29a6ee1c7db860f7ee6c365d525b5f"><code>d1151b1</code></a>
Merge pull request <a
href="https://redirect.github.com/pypa/setuptools/issues/5250">#5250</a>
from pypa/feature/distutils-d7633fbed</li>
<li><a
href="https://github.com/pypa/setuptools/commit/a2df31e6a741b0fe775969618fe6a3a3d032e900"><code>a2df31e</code></a>
Capture removal of dry_run parameter in changelog.</li>
<li><a
href="https://github.com/pypa/setuptools/commit/00144dc3fb6d023fd81cdc26c380a012b084df9b"><code>00144dc</code></a>
Moved newsfragment to the release where it occurred.</li>
<li><a
href="https://github.com/pypa/setuptools/commit/a4a5a2b160357be77626aa077ddd1d8ee53be50f"><code>a4a5a2b</code></a>
Add news fragment.</li>
<li><a
href="https://github.com/pypa/setuptools/commit/77470c23c35031c9e37d7512694ac5ca52bfcaac"><code>77470c2</code></a>
Merge <a
href="https://github.com/pypa/distutils">https://github.com/pypa/distutils</a>
into feature/distutils-d7633fbed</li>
<li><a
href="https://github.com/pypa/setuptools/commit/3c43897420f25a1be1afe6eaa905d056009cc736"><code>3c43897</code></a>
Merge pull request <a
href="https://redirect.github.com/pypa/setuptools/issues/5247">#5247</a>
from pypa/copilot/fix-pypy-version-issue</li>
<li><a
href="https://github.com/pypa/setuptools/commit/bb6ea66b4bd01cb35d7c68a1bc61b96d59190269"><code>bb6ea66</code></a>
Bump PyPy from 3.10 to 3.11 in CI workflow</li>
<li><a
href="https://github.com/pypa/setuptools/commit/a2bc3aca2f55eb9b93ea633e58ba68170ce14451"><code>a2bc3ac</code></a>
Fix broken intersphinx reference to build's installation docs</li>
<li><a
href="https://github.com/pypa/setuptools/commit/2d6a739c64cfedc65e1f635af7b52340aac8d99b"><code>2d6a739</code></a>
Use stacked parametrize decorators instead of itertools.product</li>
<li>Additional commits viewable in <a
href="https://github.com/pypa/setuptools/compare/v80.9.0...v83.0.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=setuptools&package-manager=uv&previous-version=80.9.0&new-version=83.0.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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---
 libs/langgraph/uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/libs/langgraph/uv.lock b/libs/langgraph/uv.lock
index 338f806ee..e45bc3969 100644
--- a/libs/langgraph/uv.lock
+++ b/libs/langgraph/uv.lock
@@ -3383,11 +3383,11 @@ wheels = [
 
 [[package]]
 name = "setuptools"
-version = "80.9.0"
+version = "83.0.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/18/5d/3bf57dcd21979b887f014ea83c24ae194cfcd12b9e0fda66b957c69d1fca/setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c", size = 1319958, upload-time = "2025-05-27T00:56:51.443Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/34/26/f5d29e25ffdb535afef2d35cdb55b325298f96debd670da4c325e08d70f4/setuptools-83.0.0.tar.gz", hash = "sha256:025bccbbf0fa05b6192bc64ae1e7b16e001fd6d6d4d5de03c97b1c1ade523bef", size = 1154254, upload-time = "2026-07-04T15:31:22.699Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a3/dc/17031897dae0efacfea57dfd3a82fdd2a2aeb58e0ff71b77b87e44edc772/setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922", size = 1201486, upload-time = "2025-05-27T00:56:49.664Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/40/e1e72872c6354b306daef1703549e8e83b4d43cfea356311bf722a043752/setuptools-83.0.0-py3-none-any.whl", hash = "sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3", size = 1008090, upload-time = "2026-07-04T15:31:20.885Z" },
 ]
 
 [[package]]

From 270820363d56cf8a8e594d2d3b19d543230337fb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 25 Jul 2026 00:34:37 -0700
Subject: [PATCH 10/12] chore(deps): bump setuptools from 82.0.1 to 83.0.0 in
 /libs/cli (#8434)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [setuptools](https://github.com/pypa/setuptools) from 82.0.1 to
83.0.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/setuptools/blob/main/NEWS.rst">setuptools's
changelog</a>.</em></p>
<blockquote>
<h1>v83.0.0</h1>
<h2>Features</h2>
<ul>
<li>Require Python 3.10 or later.</li>
</ul>
<h2>Bugfixes</h2>
<ul>
<li><code>MANIFEST.in</code> matching (via <code>FileList</code>) is now
insensitive to Unicode
normalization form. A pattern authored in one form (e.g. NFC, as
typically
saved by editors) now matches a file whose name is stored on disk in
another
(e.g. NFD, as produced by macOS APFS/HFS+). Previously an
<code>exclude</code>,
<code>global-exclude</code>, <code>recursive-exclude</code>, or
<code>prune</code> rule could silently
fail to drop a non-ASCII-named file from the source distribution,
publishing
it despite the exclusion -- see GHSA-h35f-9h28-mq5c.</li>
</ul>
<h2>Deprecations and Removals</h2>
<ul>
<li><code>pypa/distutils#334</code></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pypa/setuptools/commit/6519f728c6f23c992df81a5691ef7655184a20eb"><code>6519f72</code></a>
Bump version: 82.0.1 → 83.0.0</li>
<li><a
href="https://github.com/pypa/setuptools/commit/d1151b125b29a6ee1c7db860f7ee6c365d525b5f"><code>d1151b1</code></a>
Merge pull request <a
href="https://redirect.github.com/pypa/setuptools/issues/5250">#5250</a>
from pypa/feature/distutils-d7633fbed</li>
<li><a
href="https://github.com/pypa/setuptools/commit/a2df31e6a741b0fe775969618fe6a3a3d032e900"><code>a2df31e</code></a>
Capture removal of dry_run parameter in changelog.</li>
<li><a
href="https://github.com/pypa/setuptools/commit/00144dc3fb6d023fd81cdc26c380a012b084df9b"><code>00144dc</code></a>
Moved newsfragment to the release where it occurred.</li>
<li><a
href="https://github.com/pypa/setuptools/commit/a4a5a2b160357be77626aa077ddd1d8ee53be50f"><code>a4a5a2b</code></a>
Add news fragment.</li>
<li><a
href="https://github.com/pypa/setuptools/commit/77470c23c35031c9e37d7512694ac5ca52bfcaac"><code>77470c2</code></a>
Merge <a
href="https://github.com/pypa/distutils">https://github.com/pypa/distutils</a>
into feature/distutils-d7633fbed</li>
<li><a
href="https://github.com/pypa/setuptools/commit/3c43897420f25a1be1afe6eaa905d056009cc736"><code>3c43897</code></a>
Merge pull request <a
href="https://redirect.github.com/pypa/setuptools/issues/5247">#5247</a>
from pypa/copilot/fix-pypy-version-issue</li>
<li><a
href="https://github.com/pypa/setuptools/commit/bb6ea66b4bd01cb35d7c68a1bc61b96d59190269"><code>bb6ea66</code></a>
Bump PyPy from 3.10 to 3.11 in CI workflow</li>
<li><a
href="https://github.com/pypa/setuptools/commit/a2bc3aca2f55eb9b93ea633e58ba68170ce14451"><code>a2bc3ac</code></a>
Fix broken intersphinx reference to build's installation docs</li>
<li><a
href="https://github.com/pypa/setuptools/commit/2d6a739c64cfedc65e1f635af7b52340aac8d99b"><code>2d6a739</code></a>
Use stacked parametrize decorators instead of itertools.product</li>
<li>Additional commits viewable in <a
href="https://github.com/pypa/setuptools/compare/v82.0.1...v83.0.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=setuptools&package-manager=uv&previous-version=82.0.1&new-version=83.0.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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You can trigger Dependabot actions by commenting on this PR:
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---
 libs/cli/uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/libs/cli/uv.lock b/libs/cli/uv.lock
index d8775a19b..83b254118 100644
--- a/libs/cli/uv.lock
+++ b/libs/cli/uv.lock
@@ -2031,11 +2031,11 @@ wheels = [
 
 [[package]]
 name = "setuptools"
-version = "82.0.1"
+version = "83.0.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/4f/db/cfac1baf10650ab4d1c111714410d2fbb77ac5a616db26775db562c8fab2/setuptools-82.0.1.tar.gz", hash = "sha256:7d872682c5d01cfde07da7bccc7b65469d3dca203318515ada1de5eda35efbf9", size = 1152316, upload-time = "2026-03-09T12:47:17.221Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/34/26/f5d29e25ffdb535afef2d35cdb55b325298f96debd670da4c325e08d70f4/setuptools-83.0.0.tar.gz", hash = "sha256:025bccbbf0fa05b6192bc64ae1e7b16e001fd6d6d4d5de03c97b1c1ade523bef", size = 1154254, upload-time = "2026-07-04T15:31:22.699Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9d/76/f789f7a86709c6b087c5a2f52f911838cad707cc613162401badc665acfe/setuptools-82.0.1-py3-none-any.whl", hash = "sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb", size = 1006223, upload-time = "2026-03-09T12:47:15.026Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/40/e1e72872c6354b306daef1703549e8e83b4d43cfea356311bf722a043752/setuptools-83.0.0-py3-none-any.whl", hash = "sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3", size = 1008090, upload-time = "2026-07-04T15:31:20.885Z" },
 ]
 
 [[package]]

From 1f2f88b2b74aa4e26c6a8be877dcb95bad2cef48 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 25 Jul 2026 01:00:25 -0700
Subject: [PATCH 11/12] chore(deps): bump js-yaml from 4.2.0 to 4.3.0 in
 /libs/cli/js-monorepo-example (#8438)

Bumps [js-yaml](https://github.com/nodeca/js-yaml) from 4.2.0 to 4.3.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/nodeca/js-yaml/blob/master/CHANGELOG.md">js-yaml's
changelog</a>.</em></p>
<blockquote>
<h2>4.3.0, 3.15.0 - 2026-06-27</h2>
<h3>Security</h3>
<ul>
<li>Backported <code>maxTotalMergeKeys</code> option.</li>
</ul>
<h2>[5.2.0] - 2026-06-26</h2>
<h3>Added</h3>
<ul>
<li>Added <code>maxTotalMergeKeys</code> (10000) loader option to limit
the total number of
keys processed by YAML merge (<code>&lt;&lt;</code>) across one
<code>load()</code> / <code>loadAll()</code> call.</li>
<li>Added <code>maxAliases</code> (-1) loader option to limit the number
of YAML aliases per
document.</li>
</ul>
<h3>Removed</h3>
<ul>
<li><code>maxMergeSeqLength</code> replaced with
<code>maxTotalMergeKeys</code> for limiting YAML merge
processing.</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>Round-trip of integers with exponential form (&gt;=
<code>1e21</code>)</li>
</ul>
<h2>[5.1.0] - 2026-06-23</h2>
<h3>Added</h3>
<ul>
<li>Collection tags can finalize an incrementally populated carrier into
a
different result value.</li>
</ul>
<h3>Changed</h3>
<ul>
<li>[breaking] <code>quoteStyle</code> now selects the preferred quote
style; use the
restored <code>forceQuotes</code> option to force quoting non-key
strings.</li>
</ul>
<h2>[5.0.0] - 2026-06-20</h2>
<h3>Added</h3>
<ul>
<li>Added named exports for schemas, tags, parser events and AST
utilities.</li>
<li>Reworked <code>JSON_SCHEMA</code> and <code>CORE_SCHEMA</code> with
spec-compliant scalar resolution
rules, and added <code>YAML11_SCHEMA</code>.</li>
<li>Added <code>realMapTag</code> for lossless mappings with non-string
and complex keys.
Object-based mappings now reject complex keys instead of stringifying
them.</li>
<li>Added <code>dump()</code> <code>transform</code> option for changing
the generated AST before
rendering.</li>
<li>Added <code>dump()</code> options <code>seqInlineFirst</code>,
<code>flowBracketPadding</code>,
<code>flowSkipCommaSpace</code>, <code>flowSkipColonSpace</code>,
<code>quoteFlowKeys</code>, <code>quoteStyle</code> and
<code>tagBeforeAnchor</code>.</li>
<li>Added formal data layers (events and AST) for modular data
pipelines.
<ul>
<li>Added low-level parser (to events), presenter and visitor APIs.</li>
</ul>
</li>
<li>Added the <a href="https://github.com/yaml/yaml-test-suite">YAML
Test Suite</a> to the
test set.</li>
</ul>
<h3>Changed</h3>
<ul>
<li>See the <a
href="https://github.com/nodeca/js-yaml/blob/master/docs/migrate_v4_to_v5.md">migration
guide</a> for upgrade notes.</li>
<li>Rewritten in TypeScript and reorganized the public API around flat
named
exports.</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/nodeca/js-yaml/commit/33d05b5d29a8c21360f620f7e1c1706e24522eda"><code>33d05b5</code></a>
4.3.0 released</li>
<li><a
href="https://github.com/nodeca/js-yaml/commit/663bfab6db2b4a146a9366fd685f069345be4ddb"><code>663bfab</code></a>
Drop demo publish, to not override new v5 one.</li>
<li><a
href="https://github.com/nodeca/js-yaml/commit/1cb8c7b94bf75e15116869c1c0482dcb22785986"><code>1cb8c7b</code></a>
Add v4-legacy tag for publish</li>
<li><a
href="https://github.com/nodeca/js-yaml/commit/02f27afad532763263cd2b6be35c24ee8e1f6157"><code>02f27af</code></a>
Restore umd builds back to es5</li>
<li><a
href="https://github.com/nodeca/js-yaml/commit/8be84edaf15e7c394fa3b813179d1bcc280e87fb"><code>8be84ed</code></a>
Fix es5 compatibility</li>
<li><a
href="https://github.com/nodeca/js-yaml/commit/59423c6f8cdc78742ac00e25a4dd39ef16b702e4"><code>59423c6</code></a>
Replace <code>maxMergeSeqLength</code> option with
<code>maxTotalMergeKeys</code> (more robust). Ba...</li>
<li><a
href="https://github.com/nodeca/js-yaml/commit/6842ef6a02df01ca7282ea01dc3c70787710c05d"><code>6842ef6</code></a>
doc polish</li>
<li>See full diff in <a
href="https://github.com/nodeca/js-yaml/compare/4.2.0...4.3.0">compare
view</a></li>
</ul>
</details>
<br />


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---
 libs/cli/js-monorepo-example/yarn.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/libs/cli/js-monorepo-example/yarn.lock b/libs/cli/js-monorepo-example/yarn.lock
index 85a044f87..437f5feb3 100644
--- a/libs/cli/js-monorepo-example/yarn.lock
+++ b/libs/cli/js-monorepo-example/yarn.lock
@@ -1276,9 +1276,9 @@ js-tiktoken@^1.0.12:
     base64-js "^1.5.1"
 
 js-yaml@^4.1.1:
-  version "4.2.0"
-  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.2.0.tgz#2bd9e85682dd91bd469afb809d816043b3d49524"
-  integrity sha512-ePWsvanv0DWuDRsW8dnt+R4jQ31SCRCQ7hhNcPXZPsoBZiemuZNYGf7adZdqX2D86j6rvKp3RpCxVTSb8WQlOw==
+  version "4.3.0"
+  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.3.0.tgz#d1900572a7f7cf0b5f540c83673e60bad3436592"
+  integrity sha512-1td788aAnnZ5qs7V2QIRl1owjtYpbKt749Y3xauqQgwIIGF/xXWz1wMTEBx5O3LK3lXLVuqXPdPxj2BoFHaW9Q==
   dependencies:
     argparse "^2.0.1"
 

From 30c4d58db86455128e42ddec96b1ba53c553ba22 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 25 Jul 2026 01:00:34 -0700
Subject: [PATCH 12/12] chore(deps): bump jupyterlab from 4.5.9 to 4.5.10 in
 /libs/langgraph (#8440)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [jupyterlab](https://github.com/jupyterlab/jupyterlab) from 4.5.9
to 4.5.10.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/jupyterlab/jupyterlab/releases">jupyterlab's
releases</a>.</em></p>
<blockquote>
<h2>v4.5.10</h2>
<h2>4.5.10</h2>
<p>(<a
href="https://github.com/jupyterlab/jupyterlab/compare/v4.5.9...be9303f5bcd5308eaeae953c5a3c903046682c2c">Full
Changelog</a>)</p>
<h3>Security patches</h3>
<ul>
<li>GHSA-gx64-gj6p-pc4c</li>
<li>GHSA-89vp-jrxv-24w8</li>
<li>GHSA-h5v5-8746-g7mm</li>
<li>GHSA-pppj-hq3g-57pj</li>
<li>GHSA-whvh-wf3x-g77j</li>
</ul>
<h3>Bugs fixed</h3>
<ul>
<li>Backport of security patches to <code>4.5.x</code> branch <a
href="https://redirect.github.com/jupyterlab/jupyterlab/pull/19186">#19186</a>
(<a href="https://github.com/krassowski"><code>@​krassowski</code></a>,
<a href="https://github.com/MUFFANUJ"><code>@​MUFFANUJ</code></a>)</li>
</ul>
<h3>Maintenance and upkeep improvements</h3>
<ul>
<li>Reconfigure 4.5.x branch (4.6.x is new stable) <a
href="https://redirect.github.com/jupyterlab/jupyterlab/pull/19060">#19060</a>
(<a
href="https://github.com/krassowski"><code>@​krassowski</code></a>)</li>
<li>Split external link checks and only run if diff includes a URL <a
href="https://redirect.github.com/jupyterlab/jupyterlab/pull/19029">#19029</a>
(<a href="https://github.com/MUFFANUJ"><code>@​MUFFANUJ</code></a>)</li>
</ul>
<h3>Contributors to this release</h3>
<p>The following people contributed discussions, new ideas, code and
documentation contributions, and review.
See <a
href="https://github-activity.readthedocs.io/en/latest/use/#how-does-this-tool-define-contributions-in-the-reports">our
definition of contributors</a>.</p>
<p>(<a
href="https://github.com/jupyterlab/jupyterlab/graphs/contributors?from=2026-06-17&amp;to=2026-07-21&amp;type=c">GitHub
contributors page for this release</a>)</p>
<p><a href="https://github.com/krassowski"><code>@​krassowski</code></a>
(<a
href="https://github.com/search?q=repo%3Ajupyterlab%2Fjupyterlab+involves%3Akrassowski+updated%3A2026-06-17..2026-07-21&amp;type=Issues">activity</a>)
| <a href="https://github.com/MUFFANUJ"><code>@​MUFFANUJ</code></a> (<a
href="https://github.com/search?q=repo%3Ajupyterlab%2Fjupyterlab+involves%3AMUFFANUJ+updated%3A2026-06-17..2026-07-21&amp;type=Issues">activity</a>)</p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/jupyterlab/jupyterlab/commit/af5f5b3c779f6d7170c1124f5818807fa18f3f63"><code>af5f5b3</code></a>
[ci skip] Publish 4.5.10</li>
<li><a
href="https://github.com/jupyterlab/jupyterlab/commit/be9303f5bcd5308eaeae953c5a3c903046682c2c"><code>be9303f</code></a>
Backport of security patches to <code>4.5.x</code> branch (<a
href="https://redirect.github.com/jupyterlab/jupyterlab/issues/19186">#19186</a>)</li>
<li><a
href="https://github.com/jupyterlab/jupyterlab/commit/a555fe1dcb4a4d6b135236ae89319a9f303780d9"><code>a555fe1</code></a>
Reconfigure 4.5.x branch (4.6.x is new stable) (<a
href="https://redirect.github.com/jupyterlab/jupyterlab/issues/19060">#19060</a>)</li>
<li><a
href="https://github.com/jupyterlab/jupyterlab/commit/8d8cb6d4319d4e16e9187e16b8e7fbb617132938"><code>8d8cb6d</code></a>
Backport PR <a
href="https://redirect.github.com/jupyterlab/jupyterlab/issues/19029">#19029</a>
on branch 4.5.x (Split external link checks and only run i...</li>
<li>See full diff in <a
href="https://github.com/jupyterlab/jupyterlab/compare/@jupyterlab/lsp@4.5.9...@jupyterlab/lsp@4.5.10">compare
view</a></li>
</ul>
</details>
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---
 libs/langgraph/uv.lock | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/libs/langgraph/uv.lock b/libs/langgraph/uv.lock
index e45bc3969..08415c897 100644
--- a/libs/langgraph/uv.lock
+++ b/libs/langgraph/uv.lock
@@ -1345,7 +1345,7 @@ wheels = [
 
 [[package]]
 name = "jupyterlab"
-version = "4.5.9"
+version = "4.5.10"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "async-lru" },
@@ -1362,10 +1362,11 @@ dependencies = [
     { name = "tomli", marker = "python_full_version < '3.11'" },
     { name = "tornado" },
     { name = "traitlets" },
+    { name = "typing-extensions", marker = "python_full_version < '3.12'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e8/52/a8d4895bef501ffeb6af448e8bf7079541c7772978211963aa653518c2d9/jupyterlab-4.5.9.tar.gz", hash = "sha256:dd79a073fecae7a39066ea99e4627ed6c76269ac926e95a810e1e1df6358d865", size = 23994445, upload-time = "2026-06-17T15:42:16.406Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/74/24/621aa20ec0d2fe72f52095bda0fc1be7738ac21aabe4129ff623140d5cdf/jupyterlab-4.5.10.tar.gz", hash = "sha256:77e8d80b78be59b2eaba2154562e21caa6e79c2f1281d6f486584f7144ee2f47", size = 23998879, upload-time = "2026-07-21T12:43:27.324Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c6/bb/2f9b425062416fba58f580c9b89c3b07277ccdf0a292501fedbca8ea00ea/jupyterlab-4.5.9-py3-none-any.whl", hash = "sha256:5ff0f908e8ac0afbed32b106fdef360f101c0a6654d1bf4a81e98a293ae1b336", size = 12449803, upload-time = "2026-06-17T15:42:12.18Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/c9/940f95f17ee4e413ad252bf8d4f2ee9a341f18cfeda87775fef3d7847321/jupyterlab-4.5.10-py3-none-any.whl", hash = "sha256:5967ca61e692e67a2f30b5a2b901c941dc6ce56c0b0e357bc6d34fed5ec095f6", size = 12452502, upload-time = "2026-07-21T12:43:23.542Z" },
 ]
 
 [[package]]