release(sdk-py): 0.4.2 (#7955)

## Problem

Fixes #7953.

The v3 SSE and WebSocket stream transports build their default paths by
interpolating `thread_id` directly into the URL:

```python
self._commands_url = commands_path or f"/threads/{thread_id}/commands"
self._stream_url   = stream_path   or f"/threads/{thread_id}/stream/events"
```

This skips the `_quote_path_param` escaping that the rest of the SDK
adopted in #7893. A `thread_id` containing reserved characters or
dot-segments is then normalized by the HTTP/WebSocket stack before
transmission. For example, `thread_id = "../assistants/abc"`:

| | before |
|---|---|
| constructed | `/threads/../assistants/abc/commands` |
| wire path | `/assistants/abc/commands` |

So the value stops being one opaque identifier under
`/threads/{thread_id}/...` and silently hits a different resource.

## Fix

Reuse the existing `_quote_path_param` helper for the **default** paths
in all four transports (`http`, `sync_http`, `ws`, `sync_ws`). Explicit
`commands_path` / `stream_path` overrides are left untouched, so callers
that pass their own paths opt out of encoding as before.

`_quote_path_param("../assistants/abc")` → `..%2Fassistants%2Fabc`,
which the HTTP/WS stack no longer collapses.

## Tests

Adds `tests/streaming/test_transport_path_encoding.py` covering all four
transports:
- default `_commands_url` / `_stream_url` / `_stream_path` are
percent-encoded,
- the actual SSE wire path (async + sync) stays under `/threads/`,
- the built WebSocket URL (async + sync) stays under `/threads/`,
- explicit path overrides are left untouched.

`make format`, `make lint`, and `make test` all pass in `libs/sdk-py`
(491 passed).

.github/workflows/_sdk_integration_test.yml

@@ -0,0 +1,85 @@
+name: sdk-py integration test
+
+on:
+  workflow_call:
+    secrets:
+      LANGSMITH_API_KEY:
+        required: false
+      DOCKERHUB_USERNAME:
+        required: false
+      DOCKERHUB_RO_TOKEN:
+        required: false
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    name: "sdk-py integration"
+    defaults:
+      run:
+        working-directory: libs/sdk-py
+    env:
+      HAS_LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY != '' }}
+    steps:
+      - uses: actions/checkout@v6
+
+      - name: Set up Python
+        uses: ./.github/actions/uv_setup
+        with:
+          python-version: "3.13"
+          cache-suffix: sdk-py-integration
+          working-directory: libs/sdk-py
+
+      - name: Login to Docker Hub
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4
+        if: ${{ !github.event.pull_request.head.repo.fork }}
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_RO_TOKEN }}
+
+      - name: Install dependencies
+        shell: bash
+        run: uv sync --frozen --group test --no-dev
+
+      - name: Skip if LANGSMITH_API_KEY is not available
+        if: env.HAS_LANGSMITH_API_KEY != 'true'
+        run: |
+          echo "LANGSMITH_API_KEY is not set (likely a fork PR). Skipping integration tests."
+          exit 0
+
+      - name: Bring up integration stack
+        if: env.HAS_LANGSMITH_API_KEY == 'true'
+        working-directory: libs/sdk-py/integration
+        env:
+          LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }}
+        run: docker compose up -d --build
+
+      - name: Wait for API healthcheck
+        if: env.HAS_LANGSMITH_API_KEY == 'true'
+        run: |
+          for i in $(seq 1 60); do
+            if curl -sf http://localhost:2024/ok >/dev/null; then
+              echo "API ready after ${i}s"
+              exit 0
+            fi
+            sleep 2
+          done
+          echo "API failed to become healthy within 120s"
+          docker compose -f libs/sdk-py/integration/docker-compose.yml logs api | tail -100
+          exit 1
+
+      - name: Run integration suite
+        if: env.HAS_LANGSMITH_API_KEY == 'true'
+        run: uv run pytest tests/integration/ -m integration
+
+      - name: Dump api logs on failure
+        if: failure() && env.HAS_LANGSMITH_API_KEY == 'true'
+        working-directory: libs/sdk-py/integration
+        run: docker compose logs api | tail -200
+
+      - name: Tear down stack
+        if: always() && env.HAS_LANGSMITH_API_KEY == 'true'
+        working-directory: libs/sdk-py/integration
+        run: docker compose down -v

.github/workflows/ci.yml

@@ -28,6 +28,7 @@ jobs:
     outputs:
       python: ${{ steps.filter.outputs.python || 'true' }}
       deps: ${{ steps.filter.outputs.deps || 'true' }}
+      sdk_py: ${{ steps.filter.outputs.sdk_py || 'true' }}
     steps:
       - uses: actions/checkout@v6
       - uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4
@@ -47,6 +48,10 @@ jobs:
             deps:
               - '**/pyproject.toml'
               - '**/uv.lock'
+            sdk_py:
+              - 'libs/sdk-py/**'
+              - 'libs/langgraph/langgraph/pregel/remote.py'
+              - 'libs/langgraph/langgraph/pregel/_remote_run_stream.py'
 
   lint:
     needs: changes
@@ -156,6 +161,13 @@ jobs:
     uses: ./.github/workflows/_integration_test.yml
     secrets: inherit
 
+  sdk-py-integration-test:
+    needs: changes
+    if: needs.changes.outputs.sdk_py == 'true'
+    name: "sdk-py integration test"
+    uses: ./.github/workflows/_sdk_integration_test.yml
+    secrets: inherit
+
   ci_success:
     name: "CI Success"
     needs:
@@ -166,6 +178,7 @@ jobs:
         check-sdk-methods,
         check-schema,
         integration-test,
+        sdk-py-integration-test,
       ]
     if: |
       always()

libs/cli/langgraph_cli/__init__.py

@@ -1 +1 @@
-__version__ = "0.4.26"
+__version__ = "0.4.27"

libs/cli/langgraph_cli/dependency_tracking.py

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

libs/cli/langgraph_cli/deploy.py

@@ -20,6 +20,7 @@ from dotenv import dotenv_values, set_key
 import langgraph_cli.config
 from langgraph_cli.analytics import log_command
 from langgraph_cli.constants import DEFAULT_CONFIG
+from langgraph_cli.dependency_tracking import find_tracked_packages
 from langgraph_cli.docker import build_docker_image, can_build_locally
 from langgraph_cli.exec import Runner, subp_exec
 from langgraph_cli.host_backend import HostBackendClient, HostBackendError
@@ -849,6 +850,41 @@ def _upload_to_gcs(signed_url: str, file_path: str, file_size: int) -> None:
 # ---------------------------------------------------------------------------
 
 
+def _resolve_pushed_image_digest(
+    runner,
+    *,
+    remote_image: str,
+    docker_config_dir: str | None,
+    verbose: bool,
+) -> str:
+    """Return ``{registry}/{repo}@sha256:<hex>`` for a freshly-pushed image.
+
+    Reads ``RepoDigests`` via ``docker image inspect`` — the local daemon
+    records the registry's manifest digest there after a successful push.
+    Falls back to ``remote_image`` with a warning if no matching digest is
+    found, rather than failing the deploy.
+    """
+    # rsplit preserves ``:port`` in the registry host.
+    repo_no_tag = remote_image.rsplit(":", 1)[0]
+    args: list[str] = ["docker"]
+    if docker_config_dir:
+        args += ["--config", docker_config_dir]
+    args += ["image", "inspect", "--format", "{{json .RepoDigests}}", remote_image]
+    stdout, _ = runner.run(subp_exec(*args, collect=True, verbose=verbose))
+    try:
+        digests = json_mod.loads(stdout or "[]") or []
+    except json_mod.JSONDecodeError:
+        digests = []
+    for d in digests:
+        if isinstance(d, str) and d.startswith(f"{repo_no_tag}@sha256:"):
+            return d
+    _get_emitter().warn(
+        f"Could not resolve image digest for {remote_image}; "
+        "falling back to the tag-based reference. Re-run with --verbose for details."
+    )
+    return remote_image
+
+
 def _run_local_build(
     *,
     client: HostBackendClient,
@@ -867,6 +903,7 @@ def _run_local_build(
     build_command: str | None,
     docker_build_args: Sequence[str],
     secrets: list[dict[str, str]],
+    tracked_packages: list[str] | None,
 ) -> BuildResult:
     """Build locally with Docker, push to registry, update deployment."""
     # Use buildx to cross-compile for amd64 when running on a non-x86_64 host
@@ -1015,9 +1052,21 @@ def _run_local_build(
                         raise
         step += 1
 
+        resolved_image = _resolve_pushed_image_digest(
+            runner,
+            remote_image=remote_image,
+            docker_config_dir=None,
+            verbose=verbose,
+        )
+
         # -- Step: Update deployment --
         _log_deploy_step(step, f"Updating deployment {deployment_id}")
-        updated = client.update_deployment(deployment_id, remote_image, secrets=secrets)
+        updated = client.update_deployment(
+            deployment_id,
+            resolved_image,
+            secrets=secrets,
+            tracked_packages=tracked_packages,
+        )
 
     return BuildResult(
         updated=updated if isinstance(updated, dict) else {},
@@ -1039,6 +1088,7 @@ def _run_remote_build(
     install_command: str | None,
     build_command: str | None,
     secrets: list[dict[str, str]],
+    tracked_packages: list[str] | None,
 ) -> BuildResult:
     """Upload source tarball and trigger a remote build."""
     from langgraph_cli.archive import create_archive
@@ -1069,6 +1119,7 @@ def _run_remote_build(
         secrets=secrets,
         install_command=install_command,
         build_command=build_command,
+        tracked_packages=tracked_packages,
     )
 
     log_offset: str | None = None
@@ -1553,6 +1604,15 @@ def _deploy_cmd(
     if not deployment_id:
         raise click.ClickException("Failed to determine deployment ID")
 
+    # Scan local sources for tracked packages so the new revision carries
+    # the same metadata GitHub-backed deploys produce. Failures must never
+    # block a deploy.
+    try:
+        tracked_packages = find_tracked_packages(config, config_json) or None
+    except Exception as exc:
+        em.warn(f"Skipped tracked-package scan: {exc}")
+        tracked_packages = None
+
     # -- 3. Build (divergent path) --
     if use_remote_build:
         build_result = _run_remote_build(
@@ -1565,6 +1625,7 @@ def _deploy_cmd(
             install_command=install_command,
             build_command=build_command,
             secrets=secrets,
+            tracked_packages=tracked_packages,
         )
     else:
         build_result = _run_local_build(
@@ -1584,6 +1645,7 @@ def _deploy_cmd(
             build_command=build_command,
             docker_build_args=docker_build_args,
             secrets=secrets,
+            tracked_packages=tracked_packages,
         )
 
     # -- 4. Shared wait + result --

libs/cli/langgraph_cli/host_backend.py

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

libs/cli/pyproject.toml

@@ -23,7 +23,7 @@ dependencies = [
 path = "langgraph_cli/__init__.py"
 [project.optional-dependencies]
 inmem = [
-    "langgraph-api>=0.5.35,<0.9.0 ; python_version >= '3.11'",
+    "langgraph-api>=0.5.35,<0.10.0 ; python_version >= '3.11'",
     "langgraph-runtime-inmem>=0.7 ; python_version >= '3.11'",
 ]
 

libs/cli/tests/unit_tests/test_dependency_tracking.py

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

libs/cli/tests/unit_tests/test_deploy_helpers.py

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

libs/cli/tests/unit_tests/test_host_backend.py

@@ -1,3 +1,5 @@
+import json
+
 import httpx
 import pytest
 
@@ -176,6 +178,69 @@ def test_update_deployment_no_secrets(client):
     assert result == {"ok": True}
 
 
+def _capturing_client(captured: dict) -> HostBackendClient:
+    def handler(req: httpx.Request) -> httpx.Response:
+        captured["body"] = req.read()
+        return httpx.Response(200, json={"ok": True})
+
+    c = HostBackendClient("https://api.example.com", "key")
+    c._client = httpx.Client(
+        base_url="https://api.example.com",
+        transport=httpx.MockTransport(handler),
+        headers={"X-Api-Key": "key", "Accept": "application/json"},
+        timeout=30,
+    )
+    return c
+
+
+def test_update_deployment_forwards_tracked_packages():
+    captured: dict = {}
+    c = _capturing_client(captured)
+    c.update_deployment(
+        "dep-123",
+        "image:latest",
+        tracked_packages=["google-adk:1.0.0"],
+    )
+    body = json.loads(captured["body"])
+    assert body["tracked_packages"] == ["google-adk:1.0.0"]
+    assert "tracked_packages" not in body["source_revision_config"]
+
+
+def test_update_deployment_omits_tracked_packages_when_absent():
+    captured: dict = {}
+    c = _capturing_client(captured)
+    c.update_deployment("dep-123", "image:latest")
+    body = json.loads(captured["body"])
+    assert "tracked_packages" not in body
+
+
+def test_update_deployment_internal_source_forwards_tracked_packages():
+    captured: dict = {}
+    c = _capturing_client(captured)
+    c.update_deployment_internal_source(
+        "dep-123",
+        source_tarball_path="path/to/tarball",
+        config_path="langgraph.json",
+        tracked_packages=["google-adk:>=0.5"],
+    )
+    body = json.loads(captured["body"])
+    assert body["tracked_packages"] == ["google-adk:>=0.5"]
+    assert body["source_revision_config"]["source_tarball_path"] == "path/to/tarball"
+    assert "tracked_packages" not in body["source_revision_config"]
+
+
+def test_update_deployment_internal_source_omits_tracked_packages_when_absent():
+    captured: dict = {}
+    c = _capturing_client(captured)
+    c.update_deployment_internal_source(
+        "dep-123",
+        source_tarball_path="path/to/tarball",
+        config_path="langgraph.json",
+    )
+    body = json.loads(captured["body"])
+    assert "tracked_packages" not in body
+
+
 def test_list_revisions(client):
     result = client.list_revisions("dep-123", limit=5)
     assert result == {"ok": True}

libs/cli/uv-examples/monorepo/apps/agent/pyproject.toml

@@ -7,6 +7,7 @@ dependencies = [
     "langgraph>=0.6.0,<2",
     "langchain-core>=0.2.14",
     "shared",
+    "langgraph-checkpoint-postgres>=3.0.0"
 ]
 
 [build-system]

libs/cli/uv-examples/monorepo/pyproject.toml

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

libs/cli/uv-examples/monorepo/uv.lock

@@ -16,6 +16,7 @@ source = { editable = "apps/agent" }
 dependencies = [
     { name = "langchain-core" },
     { name = "langgraph" },
+    { name = "langgraph-checkpoint-postgres" },
     { name = "shared" },
 ]
 
@@ -23,6 +24,7 @@ dependencies = [
 requires-dist = [
     { name = "langchain-core", specifier = ">=0.2.14" },
     { name = "langgraph", specifier = ">=0.6.0,<2" },
+    { name = "langgraph-checkpoint-postgres", specifier = ">=3.0.0" },
     { name = "shared", editable = "libs/shared" },
 ]
 
@@ -275,6 +277,21 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/65/4c/09a4a0c42f5d2fc38d6c4d67884788eff7fd2cfdf367fdf7033de908b4c0/langgraph_checkpoint-4.0.1-py3-none-any.whl", hash = "sha256:e3adcd7a0e0166f3b48b8cf508ce0ea366e7420b5a73aa81289888727769b034", size = 50453, upload-time = "2026-02-27T21:06:14.293Z" },
 ]
 
+[[package]]
+name = "langgraph-checkpoint-postgres"
+version = "3.0.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "langgraph-checkpoint" },
+    { name = "orjson" },
+    { name = "psycopg" },
+    { name = "psycopg-pool" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/95/7a/8f439966643d32111248a225e6cb33a182d07c90de780c4dbfc1e0377832/langgraph_checkpoint_postgres-3.0.5.tar.gz", hash = "sha256:a8fd7278a63f4f849b5cbc7884a15ca8f41e7d5f7467d0a66b31e8c24492f7eb", size = 127856, upload-time = "2026-03-18T21:25:29.785Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e8/87/b0f98b33a67204bca9d5619bcd9574222f6b025cf3c125eedcec9a50ecbc/langgraph_checkpoint_postgres-3.0.5-py3-none-any.whl", hash = "sha256:86d7040a88fd70087eaafb72251d796696a0a2d856168f5c11ef620771411552", size = 42907, upload-time = "2026-03-18T21:25:28.75Z" },
+]
+
 [[package]]
 name = "langgraph-prebuilt"
 version = "1.0.9"
@@ -446,6 +463,31 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl", hash = "sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529", size = 74366, upload-time = "2026-01-21T20:50:37.788Z" },
 ]
 
+[[package]]
+name = "psycopg"
+version = "3.3.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+    { name = "tzdata", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/db/2f/cb91e5502ec9de1de6f1b76cfbf69531932725361168bb06963620c77e2e/psycopg-3.3.4.tar.gz", hash = "sha256:e21207764952cff81b6b8bdacad9a3939f2793367fdac2987b3aac36a651b5bc", size = 165799, upload-time = "2026-05-01T23:31:55.179Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5c/e0/7b3dee031daae7743609ce3c746565d4a3ed7c2c186479eb48e34e838c64/psycopg-3.3.4-py3-none-any.whl", hash = "sha256:b6bbc25ccf05c8fad3b061d9db2ef0909a555171b84b07f29458a447253d679a", size = 213001, upload-time = "2026-05-01T23:20:50.816Z" },
+]
+
+[[package]]
+name = "psycopg-pool"
+version = "3.3.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/90/82/7a23d26039827ecd4ebe93905651029ddd307c5182ad59296dfb6f67b528/psycopg_pool-3.3.1.tar.gz", hash = "sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c", size = 31661, upload-time = "2026-05-01T23:31:59.809Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/37/ed/89c2c620af0e1660354cd8aabf9f5b21f911597ce22acb37c805d6c86bc8/psycopg_pool-3.3.1-py3-none-any.whl", hash = "sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5", size = 40023, upload-time = "2026-05-01T23:31:53.136Z" },
+]
+
 [[package]]
 name = "pydantic"
 version = "2.12.5"
@@ -675,6 +717,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7", size = 14611, upload-time = "2025-10-01T02:14:40.154Z" },
 ]
 
+[[package]]
+name = "tzdata"
+version = "2026.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ba/19/1b9b0e29f30c6d35cb345486df41110984ea67ae69dddbc0e8a100999493/tzdata-2026.2.tar.gz", hash = "sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10", size = 198254, upload-time = "2026-04-24T15:22:08.651Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ce/e4/dccd7f47c4b64213ac01ef921a1337ee6e30e8c6466046018326977efd95/tzdata-2026.2-py2.py3-none-any.whl", hash = "sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7", size = 349321, upload-time = "2026-04-24T15:22:05.876Z" },
+]
+
 [[package]]
 name = "urllib3"
 version = "2.7.0"
@@ -720,12 +771,14 @@ source = { virtual = "." }
 dependencies = [
     { name = "langchain-core" },
     { name = "langgraph" },
+    { name = "langgraph-checkpoint-postgres" },
 ]
 
 [package.metadata]
 requires-dist = [
     { name = "langchain-core", specifier = ">=1.3.3" },
     { name = "langgraph", specifier = ">=0.6.0,<2" },
+    { name = "langgraph-checkpoint-postgres", specifier = ">=3.0.0" },
 ]
 
 [[package]]

libs/cli/uv-examples/simple/uv.lock

@@ -26,11 +26,11 @@ wheels = [
 
 [[package]]
 name = "certifi"
-version = "2026.2.25"
+version = "2026.5.20"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/af/2d/7bf41579a8986e348fa033a31cdd0e4121114f6bce2457e8876010b092dd/certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7", size = 155029, upload-time = "2026-02-25T02:54:17.342Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f3/ce/ee2ecad540810a79593028e88299baeae54d346cc7a0d94b6199988b89b1/certifi-2026.5.20.tar.gz", hash = "sha256:69dea482ab64caa7b9f6aba1c6bf48bb6a5448d1c0f1b17ab42ad8c763a5344d", size = 135422, upload-time = "2026-05-20T11:46:50.073Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa", size = 153684, upload-time = "2026-02-25T02:54:15.766Z" },
+    { url = "https://files.pythonhosted.org/packages/59/8c/57e832b7af6d7c5abe66eb3fbe3a3a32f4d11ea23a1aa7131371035be991/certifi-2026.5.20-py3-none-any.whl", hash = "sha256:3c52e209ba0a4ad7aebe60436a4ab349c39e1e602e8c134221e546902ad25897", size = 134134, upload-time = "2026-05-20T11:46:48.578Z" },
 ]
 
 [[package]]
@@ -161,11 +161,11 @@ wheels = [
 
 [[package]]
 name = "idna"
-version = "3.11"
+version = "3.16"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/6f/6d/0703ccc57f3a7233505399edb88de3cbd678da106337b9fcde432b65ed60/idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902", size = 194582, upload-time = "2025-10-12T14:55:20.501Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/1a/88/bcf9709822fe69d02c2a6a77956c98ce6ea8ca8767a9aadcedc7eb6a2390/idna-3.16.tar.gz", hash = "sha256:d7a6da03db833450fca25d2358ac9ff06cd624577a4aea3a596d5c0f77b8e03d", size = 203770, upload-time = "2026-05-22T00:16:18.781Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea", size = 71008, upload-time = "2025-10-12T14:55:18.883Z" },
+    { url = "https://files.pythonhosted.org/packages/94/16/70255075a9859a0e3adb789b68ceb0e210dec03934245fd98d248226572f/idna-3.16-py3-none-any.whl", hash = "sha256:cc246e3a3f89580c3a951b5ad298ca4638078b2cdd4f115654332b5c26daded5", size = 74165, upload-time = "2026-05-22T00:16:16.698Z" },
 ]
 
 [[package]]
@@ -191,7 +191,7 @@ wheels = [
 
 [[package]]
 name = "langchain-core"
-version = "1.3.3"
+version = "1.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jsonpatch" },
@@ -204,9 +204,9 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d3/ae/8b74458fc3850ec3d150eb9f45e857db129dafa801fb5cf173dfc9f8bbf3/langchain_core-1.3.3.tar.gz", hash = "sha256:fa510a5db8efdc0c6ff41c0939fb5c00a0183c11f6b84233e892e3227ff69182", size = 915041, upload-time = "2026-05-05T19:02:36.612Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/59/de/679a53472c25860837e32c0442c962fa86e95317a36460e2c9d5c91b17c2/langchain_core-1.4.0.tar.gz", hash = "sha256:1dc341eed802ed9c117c0df3923c991e5e9e226571e5725c194eeb5bd93d1a7f", size = 920260, upload-time = "2026-05-11T18:42:35.919Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1f/01/4771b7ab2af1d1aba5b710bd8f13d9225c609425214b357590a17b01be77/langchain_core-1.3.3-py3-none-any.whl", hash = "sha256:18aae8506f37da7f74398492279a7d6efcee4f8e23c4c41c7af080eeb7ef7bd1", size = 543857, upload-time = "2026-05-05T19:02:34.52Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/1a/86c38c27b81913a1c6c12448cab55defb5a1097c7dc9a4cea83f55477a2d/langchain_core-1.4.0-py3-none-any.whl", hash = "sha256:23cbbdb46e38ddd1dd5247e6167e96013eae74bea4c5949c550809970a9e565c", size = 548120, upload-time = "2026-05-11T18:42:33.992Z" },
 ]
 
 [[package]]
@@ -223,7 +223,7 @@ wheels = [
 
 [[package]]
 name = "langgraph"
-version = "1.1.6"
+version = "1.2.2"
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 ]
 
 [[package]]

libs/cli/uv.lock

@@ -1094,7 +1094,7 @@ test = [
 requires-dist = [
     { name = "click", specifier = ">=8.1.7" },
     { name = "httpx", specifier = ">=0.24.0" },
-    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.9.0" },
+    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.10.0" },
     { name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.7" },
     { name = "langgraph-sdk", marker = "python_full_version >= '3.11'", specifier = ">=0.1.0" },
     { name = "pathspec", specifier = ">=0.11.0" },

libs/langgraph/langgraph/_internal/_config.py

@@ -79,6 +79,34 @@ def patch_checkpoint_map(
         return config
 
 
+def _merge_callbacks(base: Callbacks, new: Callbacks) -> Callbacks:
+    """Merge two callbacks values (None / list / BaseCallbackManager).
+
+    Six cases total (3 base types x 2 non-None new types).
+    """
+    if new is None:
+        return base
+    if base is None:
+        return new.copy() if isinstance(new, (list, BaseCallbackManager)) else new
+    if isinstance(new, list):
+        if isinstance(base, list):
+            return base + new
+        if isinstance(base, BaseCallbackManager):
+            mngr = base.copy()
+            for cb in new:
+                mngr.add_handler(cb, inherit=True)
+            return mngr
+    elif isinstance(new, BaseCallbackManager):
+        if isinstance(base, list):
+            mngr = new.copy()
+            for cb in base:
+                mngr.add_handler(cb, inherit=True)
+            return mngr
+        if isinstance(base, BaseCallbackManager):
+            return base.merge(new)
+    raise NotImplementedError(f"Unsupported callback types: {type(base)}, {type(new)}")
+
+
 def merge_configs(*configs: RunnableConfig | None) -> RunnableConfig:
     """Merge multiple configs into one.
 
@@ -113,34 +141,9 @@ def merge_configs(*configs: RunnableConfig | None) -> RunnableConfig:
                 else:
                     base[key] = value
             elif key == "callbacks":
-                base_callbacks = base.get("callbacks")
-                # callbacks can be either None, list[handler] or manager
-                # so merging two callbacks values has 6 cases
-                if isinstance(value, list):
-                    if base_callbacks is None:
-                        base["callbacks"] = value.copy()
-                    elif isinstance(base_callbacks, list):
-                        base["callbacks"] = base_callbacks + value
-                    else:
-                        # base_callbacks is a manager
-                        mngr = base_callbacks.copy()
-                        for callback in value:
-                            mngr.add_handler(callback, inherit=True)
-                        base["callbacks"] = mngr
-                elif isinstance(value, BaseCallbackManager):
-                    # value is a manager
-                    if base_callbacks is None:
-                        base["callbacks"] = value.copy()
-                    elif isinstance(base_callbacks, list):
-                        mngr = value.copy()
-                        for callback in base_callbacks:
-                            mngr.add_handler(callback, inherit=True)
-                        base["callbacks"] = mngr
-                    else:
-                        # base_callbacks is also a manager
-                        base["callbacks"] = base_callbacks.merge(value)
-                else:
-                    raise NotImplementedError
+                base["callbacks"] = _merge_callbacks(
+                    base.get("callbacks"), cast(Callbacks, value)
+                )
             elif key == "recursion_limit":
                 if config["recursion_limit"] != DEFAULT_RECURSION_LIMIT:
                     base["recursion_limit"] = config["recursion_limit"]
@@ -309,7 +312,40 @@ def ensure_config(*configs: RunnableConfig | None) -> RunnableConfig:
         for k, v in config.items():
             if _is_not_empty(v) and k in CONFIG_KEYS:
                 if k == CONF:
-                    empty[k] = cast(dict, v).copy()
+                    # Shallow-merge configurable dicts across configs so values
+                    # bound via with_config(...) (e.g. ls_agent_type) are
+                    # preserved when later configs (e.g. invoke-time) only
+                    # specify a subset of keys like thread_id.
+                    existing = empty.get(k)
+                    empty[k] = (
+                        {**cast(dict, existing), **cast(dict, v)}
+                        if existing
+                        else cast(dict, v).copy()
+                    )
+                elif k == "callbacks":
+                    empty["callbacks"] = _merge_callbacks(
+                        empty.get("callbacks"), cast(Callbacks, v)
+                    )
+                elif k == "metadata":
+                    # Shallow-merge metadata dicts across configs so values
+                    # bound via with_config(...) (e.g. user_id) are preserved
+                    # when later configs supply other metadata keys.
+                    existing = empty.get("metadata")
+                    empty["metadata"] = (
+                        {**cast(dict, existing), **cast(dict, v)}
+                        if existing
+                        else cast(dict, v).copy()
+                    )
+                elif k == "tags":
+                    # Concatenate tags across configs so values bound via
+                    # with_config(...) are preserved when later configs
+                    # supply additional tags. Matches merge_configs.
+                    existing_tags: list[str] | None = empty.get("tags")
+                    empty["tags"] = (
+                        [*existing_tags, *cast(list, v)]
+                        if existing_tags
+                        else list(cast(list, v))
+                    )
                 else:
                     empty[k] = v  # type: ignore[literal-required]
         for k, v in config.items():
@@ -366,3 +402,17 @@ _PROPAGATE_TO_METADATA = frozenset(
         "graph_id",
     )
 )
+
+
+def filter_to_user_tags(tags: Sequence[str] | None) -> list[str] | None:
+    """Drop langgraph's internal `seq:step:*` bookkeeping tags.
+
+    `seq:step:N` tags are added internally to mark sequence steps; everything
+    else (user-supplied tags and any other framework tags) is kept. Returns the
+    surviving tags, or `None` if none remain. Shared by the `messages` and
+    `tasks` stream handlers so both surface the same tag set on their metadata.
+    """
+    if not tags:
+        return None
+    filtered = [t for t in tags if not t.startswith("seq:step")]
+    return filtered or None

libs/langgraph/langgraph/errors.py

@@ -21,6 +21,7 @@ __all__ = (
     "InvalidUpdateError",
     "GraphBubbleUp",
     "GraphInterrupt",
+    "NodeCancelledError",
     "NodeError",
     "NodeInterrupt",
     "NodeTimeoutError",
@@ -164,6 +165,28 @@ class NodeError:
     """Exception raised by the failed node."""
 
 
+class NodeCancelledError(Exception):
+    """Raised when a node body raises ``asyncio.CancelledError`` itself.
+
+    ``asyncio.CancelledError`` is a ``BaseException`` and the pregel runner
+    treats cancelled task futures as silent tear-down (e.g. when it stops
+    sibling tasks after a peer fails). That is the correct behaviour for
+    *framework-initiated* cancellation, but a user node that raises
+    ``asyncio.CancelledError`` from its own body should surface as a node
+    failure, the same way any other exception would.
+
+    The retry layer converts user-raised ``asyncio.CancelledError`` into this
+    type so it flows through the normal error path and the run reports as
+    ``error`` instead of silently succeeding.
+    """
+
+    node: str
+
+    def __init__(self, node: str, message: str | None = None) -> None:
+        super().__init__(message or f"Node {node!r} raised asyncio.CancelledError")
+        self.node = node
+
+
 class NodeTimeoutError(Exception):
     """Raised when a node invocation exceeds one of its configured timeouts.
 

libs/langgraph/langgraph/pregel/_loop.py

@@ -115,6 +115,7 @@ from langgraph.pregel._io import (
     map_output_values,
     read_channels,
 )
+from langgraph.pregel._messages import ensure_message_ids
 from langgraph.pregel._read import PregelNode
 from langgraph.pregel._utils import get_new_channel_versions, is_xxh3_128_hexdigest
 from langgraph.pregel.debug import (
@@ -447,6 +448,14 @@ class PregelLoop:
 
         # save writes
         self.checkpoint_pending_writes.extend((task_id, c, v) for c, v in writes)
+        # Assign stable IDs to any id=None BaseMessages in DeltaChannel writes
+        # before the background thread serialises them. Without this, reducers
+        # that assign IDs inside apply_writes() race with serialisation and
+        # store id=None, causing get_state() replays to produce a different UUID
+        # on every call.
+        for c, v in writes_to_save:
+            if isinstance(self.specs.get(c), DeltaChannel):
+                ensure_message_ids(v)
         if self.durability != "exit" and self.checkpointer_put_writes is not None:
             config = patch_configurable(
                 self.checkpoint_config,

libs/langgraph/langgraph/pregel/_messages.py

@@ -11,9 +11,11 @@ from uuid import UUID, uuid4
 
 from langchain_core.callbacks import BaseCallbackHandler
 from langchain_core.messages import BaseMessage, ToolMessage
+from langchain_core.messages.utils import convert_to_messages
 from langchain_core.outputs import ChatGeneration, ChatGenerationChunk, LLMResult
 from pydantic import BaseModel
 
+from langgraph._internal._config import filter_to_user_tags
 from langgraph._internal._constants import NS_SEP
 from langgraph.constants import TAG_HIDDEN, TAG_NOSTREAM
 from langgraph.pregel.protocol import StreamChunk
@@ -142,9 +144,8 @@ class StreamMessagesHandler(BaseCallbackHandler, _StreamingCallbackHandler):
             ]
             if not self.subgraphs and len(ns) > 0 and ns != self.parent_ns:
                 return
-            if tags:
-                if filtered_tags := [t for t in tags if not t.startswith("seq:step")]:
-                    metadata["tags"] = filtered_tags
+            if (filtered_tags := filter_to_user_tags(tags)) is not None:
+                metadata["tags"] = filtered_tags
             self.metadata[run_id] = (ns, metadata)
 
     def on_llm_new_token(
@@ -405,3 +406,56 @@ class StreamMessagesHandlerV2(StreamMessagesHandler, _V2StreamingCallbackHandler
                     self.seen.add(msg_id)
             v2_meta = {**meta[1], "run_id": str(run_id)}
             self.stream((meta[0], "messages", (event, v2_meta)))
+
+
+# Known role values (OpenAI-style) and type values (LangChain serialisation)
+# that identify a dict as a message. Checked before coercing to BaseMessage so
+# we don't accidentally touch unrelated dicts that happen to have a "role" key.
+_MESSAGE_ROLES: frozenset[str] = frozenset(
+    {"user", "human", "assistant", "ai", "tool", "system", "function"}
+)
+_MESSAGE_TYPES: frozenset[str] = frozenset(
+    {"human", "ai", "tool", "system", "function", "remove"}
+)
+
+
+def _is_message_dict(item: dict) -> bool:
+    return item.get("role") in _MESSAGE_ROLES or item.get("type") in _MESSAGE_TYPES
+
+
+def ensure_message_ids(value: Any) -> None:
+    """Coerce message-like write values to typed BaseMessages with stable IDs.
+
+    Called in put_writes() before DeltaChannel writes are submitted to the
+    checkpointer. Without this the checkpoint may store raw dicts or id=None
+    BaseMessages; every get_state() replay then produces a different UUID and
+    the same message appears with a different ID in each LangSmith trace.
+
+    Handles three input shapes:
+    - BaseMessage objects: assign a UUID if id is None.
+    - Dicts with a known "role" (OpenAI-style) or "type" (LangChain format) at
+      the root level: stamp "id" into the dict in-place. The reducer's
+      convert_to_messages call will forward the id to the resulting BaseMessage.
+    - Lists of the above: apply the same logic to each element, replacing dict
+      items with coerced BaseMessages so the shared list reference seen by
+      checkpoint_pending_writes and the background thread both get typed messages.
+
+    Mutating synchronously here (before the background thread is submitted) is
+    safe: the serialised bytes always reflect the post-coercion state.
+    """
+    if isinstance(value, BaseMessage):
+        if value.id is None:
+            value.id = str(uuid4())
+    elif isinstance(value, dict) and _is_message_dict(value):
+        if not value.get("id"):
+            value["id"] = str(uuid4())
+    elif isinstance(value, list):
+        for i, item in enumerate(value):
+            if isinstance(item, BaseMessage):
+                if item.id is None:
+                    item.id = str(uuid4())
+            elif isinstance(item, dict) and _is_message_dict(item):
+                msg = convert_to_messages([item])[0]
+                if msg.id is None:
+                    msg.id = str(uuid4())
+                value[i] = msg

libs/langgraph/langgraph/pregel/_remote_run_stream.py

@@ -0,0 +1,374 @@
+# libs/langgraph/langgraph/pregel/_remote_run_stream.py
+from __future__ import annotations
+
+import logging
+import sys
+from collections.abc import AsyncIterator, Iterator, Mapping
+from types import TracebackType
+from typing import Any, cast
+
+from langchain_core.runnables import RunnableConfig
+from langgraph_sdk._async.stream import AsyncThreadStream
+from langgraph_sdk._sync.stream import SyncThreadStream
+from langgraph_sdk.client import LangGraphClient, SyncLangGraphClient
+from langgraph_sdk.stream.decoders import DataDecoder
+
+from langgraph.types import Command
+
+logger = logging.getLogger(__name__)
+
+
+def _translate_command_input(input: Any) -> Any:
+    """Translate a local `Command` into the v3 wire `input`, else passthrough.
+
+    The v3 server decides start-vs-resume from thread state (an interrupted
+    run or pending interrupts) and, on resume, wraps the whole `input` as
+    `{"resume": input}` itself. So a resume `Command` must surface its raw
+    `resume` value as the wire `input` (not the serialized dataclass, which
+    the server would double-wrap). The v3 `run.start` path has no `goto` /
+    `update` channel, so those are rejected.
+
+    `langgraph_sdk` is upstream of `langgraph`, so this `Command`-aware
+    marshalling lives here on the adapter (langgraph) side of the boundary.
+    """
+    if isinstance(input, Command):
+        if input.goto or input.update:
+            raise NotImplementedError(
+                "RemoteGraph v3 streaming supports `Command(resume=...)` only; "
+                "`goto` / `update` are not supported by the v3 `run.start` path."
+            )
+        return input.resume
+    return input
+
+
+class _ChannelProjection:
+    """Decoded projection for a wire channel the SDK doesn't type natively.
+
+    Subscribes to `channel` and decodes each event's `params["data"]` through the
+    SDK's `DataDecoder` — the same decoder the SDK's own plain-payload projections
+    (`values` / `updates` / `checkpoints` / `tasks`) use, which yields the item
+    shape that local's `UpdatesTransformer` / `CheckpointsTransformer` /
+    `TasksTransformer` / `CustomTransformer` push, so iterating this matches the
+    corresponding local projection. Iterate with `for` against a sync stream and
+    `async for` against an async stream (matching the underlying SDK). Opening
+    the subscription requires the stream to be entered (`with` / `async with`).
+    """
+
+    def __init__(self, sdk: AsyncThreadStream | SyncThreadStream, channel: str) -> None:
+        self._sdk = sdk
+        self._channel = channel
+
+    def __iter__(self) -> Iterator[Any]:
+        # Sync lane: the sync adapter's SDK returns a sync iterator here.
+        decoder = DataDecoder(self._channel)
+        events = cast(Iterator[Any], self._sdk.subscribe([self._channel]))
+        for event in events:
+            yield from decoder.feed(event)
+
+    def __aiter__(self) -> AsyncIterator[Any]:
+        return self._aiter()
+
+    async def _aiter(self) -> AsyncIterator[Any]:
+        # Async lane: the async adapter's SDK returns an async iterator here.
+        decoder = DataDecoder(self._channel)
+        events = cast(AsyncIterator[Any], self._sdk.subscribe([self._channel]))
+        async for event in events:
+            for item in decoder.feed(event):
+                yield item
+
+
+class _ProjectionRegistry(Mapping[str, Any]):
+    """Read-only name -> projection registry mirroring local `GraphRunStream.extensions`.
+
+    Resolution follows the langchain-protocol wire channels, and every entry
+    yields the same decoded item shape local does (`params.data`):
+
+    - `values` / `messages` / `tool_calls` / `subgraphs` resolve to the SDK's
+      decoded typed projections. `tool_calls` is the `tools` channel — tool
+      *execution* events, distinct from the tool-call *inputs* inside `messages`.
+    - `updates` / `checkpoints` / `tasks` / `custom` have no typed SDK
+      projection, so they resolve to a `_ChannelProjection` that subscribes to
+      the channel and yields `params.data` — matching the local transformer
+      output for those channels.
+    - any other name is a specific custom-extension channel
+      (`thread.extensions[name]`, i.e. `custom:<name>`).
+
+    `lifecycle` is intentionally absent: local derives a status payload from it
+    rather than yielding `params.data`, and the SDK consumes it as control-plane
+    (driving `output` / `interrupted`), so its shape can't be matched — it
+    remains reachable via the raw `events` iterator. `debug` is absent too: it
+    is not a v3 wire channel.
+    """
+
+    # Channels the SDK decodes into typed projections.
+    _TYPED = ("values", "messages", "tool_calls", "subgraphs")
+    # Wire channels with no typed SDK projection — decoded here to match local.
+    _DECODED = ("updates", "checkpoints", "tasks", "custom")
+    _NATIVE = _TYPED + _DECODED
+
+    def __init__(self, sdk: AsyncThreadStream | SyncThreadStream) -> None:
+        self._sdk = sdk
+
+    def __getitem__(self, name: str) -> Any:
+        if name in self._TYPED:
+            return getattr(self._sdk, name)
+        if name in self._DECODED:
+            return _ChannelProjection(self._sdk, name)
+        return self._sdk.extensions[name]
+
+    def __iter__(self) -> Iterator[str]:
+        return iter(self._NATIVE)
+
+    def __len__(self) -> int:
+        return len(self._NATIVE)
+
+
+class _RemoteGraphRunStream:
+    """Sync adapter: SyncThreadStream -> GraphRunStream surface."""
+
+    def __init__(
+        self,
+        *,
+        sync_client: SyncLangGraphClient,
+        sdk_thread: SyncThreadStream,
+        input: Any,
+        config: RunnableConfig | None,
+        metadata: dict[str, Any] | None,
+    ) -> None:
+        self._client = sync_client
+        self._sdk = sdk_thread
+        self._start_kwargs: dict[str, Any] = {
+            "input": _translate_command_input(input),
+            "config": config,
+            "metadata": metadata,
+        }
+        self._run_id: str | None = None
+        self._closed = False
+        self._events_iter: Iterator[Any] | None = None
+
+    def __enter__(self) -> _RemoteGraphRunStream:
+        if self._closed:
+            raise RuntimeError("_RemoteGraphRunStream already closed")
+        self._sdk.__enter__()
+        try:
+            result = self._sdk.run.start(**self._start_kwargs)
+        except BaseException:
+            self._sdk.__exit__(*sys.exc_info())
+            raise
+        self._run_id = result["run_id"]
+        return self
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc: BaseException | None,
+        tb: TracebackType | None,
+    ) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        self._sdk.__exit__(exc_type, exc, tb)
+
+    @property
+    def output(self) -> Any:
+        return self._sdk.output
+
+    @property
+    def interrupted(self) -> bool:
+        """Whether the remote run is currently paused at an interrupt.
+
+        Reads the SDK's current value without blocking. This differs from
+        local `GraphRunStream.interrupted`, which drives the run to terminal
+        before returning the flag. Sync callers needing a wait-for-interrupt
+        pattern should switch to the async API and drain a projection.
+        """
+        return self._sdk.interrupted
+
+    @property
+    def interrupts(self) -> list[Any]:
+        """Current outstanding interrupt payloads (non-blocking snapshot)."""
+        return list(self._sdk.interrupts)
+
+    @property
+    def values(self) -> Any:
+        """Live state-snapshot projection (mirrors local `run.values`)."""
+        return self._sdk.values
+
+    @property
+    def messages(self) -> Any:
+        """Live message-stream projection (mirrors local `run.messages`)."""
+        return self._sdk.messages
+
+    @property
+    def subgraphs(self) -> Any:
+        """Subgraph-handle projection (mirrors local `run.subgraphs`)."""
+        return self._sdk.subgraphs
+
+    @property
+    def tool_calls(self) -> Any:
+        """Tool-execution projection (the `tools` channel).
+
+        These are tool *execution* events (started / output / finished),
+        distinct from the tool-call *inputs* carried inside `messages`.
+        """
+        return self._sdk.tool_calls
+
+    @property
+    def extensions(self) -> Mapping[str, Any]:
+        """Name -> projection registry (mirrors local `run.extensions`)."""
+        return _ProjectionRegistry(self._sdk)
+
+    def abort(self) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        if self._run_id is not None:
+            try:
+                self._client.runs.cancel(self._sdk.thread_id, self._run_id, wait=False)
+            except Exception:
+                logger.debug("abort: runs.cancel failed", exc_info=True)
+        try:
+            self._sdk.close()
+        except Exception:
+            logger.debug("abort: sdk.close failed", exc_info=True)
+
+    def __iter__(self) -> Iterator[Any]:
+        if self._events_iter is None:
+            self._events_iter = iter(self._sdk.events)
+        return self._events_iter
+
+    def interleave(self, *names: str) -> Iterator[tuple[str, Any]]:
+        yield from self._sdk.interleave_projections(list(names))
+
+
+class _AsyncRemoteGraphRunStream:
+    """Async adapter: AsyncThreadStream -> AsyncGraphRunStream surface."""
+
+    def __init__(
+        self,
+        *,
+        client: LangGraphClient,
+        sdk_thread: AsyncThreadStream,
+        input: Any,
+        config: RunnableConfig | None,
+        metadata: dict[str, Any] | None,
+    ) -> None:
+        self._client = client
+        self._sdk = sdk_thread
+        self._start_kwargs: dict[str, Any] = {
+            "input": _translate_command_input(input),
+            "config": config,
+            "metadata": metadata,
+        }
+        self._run_id: str | None = None
+        self._closed = False
+        self._events_aiter: AsyncIterator[Any] | None = None
+
+    async def __aenter__(self) -> _AsyncRemoteGraphRunStream:
+        if self._closed:
+            raise RuntimeError("_AsyncRemoteGraphRunStream already closed")
+        await self._sdk.__aenter__()
+        try:
+            result = await self._sdk.run.start(**self._start_kwargs)
+        except BaseException:
+            await self._sdk.__aexit__(*sys.exc_info())
+            raise
+        self._run_id = result["run_id"]
+        return self
+
+    async def __aexit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc: BaseException | None,
+        tb: TracebackType | None,
+    ) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        await self._sdk.__aexit__(exc_type, exc, tb)
+
+    async def output(self) -> Any:
+        """Drive the remote run to completion and return the final state.
+
+        Awaits the SDK's terminal-state awaitable, matching local
+        `AsyncGraphRunStream.output()` (a method, not a property, so
+        `run.output` without `await` fails at type-check time rather than
+        silently yielding a coroutine).
+        """
+        return await self._sdk.output
+
+    async def interrupted(self) -> bool:
+        """Whether the remote run is currently paused at an interrupt.
+
+        Reads the SDK's current value without blocking. This differs from
+        local `AsyncGraphRunStream.interrupted()`, which drives the run to
+        terminal before returning the flag. Callers that need a
+        wait-for-interrupt pattern should drain a projection (e.g.,
+        `async for snap in stream._sdk.values`) until the SDK's paused
+        sentinel fires, then call this method.
+        """
+        return self._sdk.interrupted
+
+    async def interrupts(self) -> list[Any]:
+        """Current outstanding interrupt payloads.
+
+        Non-blocking; reads the SDK's current snapshot. See `interrupted`
+        for the divergence from local v3 semantics.
+        """
+        return list(self._sdk.interrupts)
+
+    @property
+    def values(self) -> Any:
+        """Live state-snapshot projection (mirrors local `run.values`)."""
+        return self._sdk.values
+
+    @property
+    def messages(self) -> Any:
+        """Live message-stream projection (mirrors local `run.messages`)."""
+        return self._sdk.messages
+
+    @property
+    def subgraphs(self) -> Any:
+        """Subgraph-handle projection (mirrors local `run.subgraphs`)."""
+        return self._sdk.subgraphs
+
+    @property
+    def tool_calls(self) -> Any:
+        """Tool-execution projection (the `tools` channel).
+
+        These are tool *execution* events (started / output / finished),
+        distinct from the tool-call *inputs* carried inside `messages`.
+        """
+        return self._sdk.tool_calls
+
+    @property
+    def extensions(self) -> Mapping[str, Any]:
+        """Name -> projection registry (mirrors local `run.extensions`)."""
+        return _ProjectionRegistry(self._sdk)
+
+    async def abort(self) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        if self._run_id is not None:
+            try:
+                await self._client.runs.cancel(
+                    self._sdk.thread_id, self._run_id, wait=False
+                )
+            except Exception:
+                logger.debug("abort: runs.cancel failed", exc_info=True)
+        try:
+            await self._sdk.close()
+        except Exception:
+            logger.debug("abort: sdk.close failed", exc_info=True)
+
+    def __aiter__(self) -> AsyncIterator[Any]:
+        if self._events_aiter is None:
+            self._events_aiter = self._sdk.events.__aiter__()
+        return self._events_aiter
+
+    # Note: deliberately no `interleave()` on the async adapter. Local
+    # `AsyncGraphRunStream` doesn't have one either (async callers compose
+    # with `asyncio.gather` / `asyncio.as_completed`). The sync adapter
+    # provides `interleave()` because sync callers have no comparable
+    # primitive for iterating multiple iterators concurrently.

libs/langgraph/langgraph/pregel/_retry.py

@@ -37,13 +37,23 @@ from langgraph._internal._constants import (
 )
 from langgraph._internal._runnable import create_task_in_config_context
 from langgraph._internal._timeout import sync_timeout_unsupported
-from langgraph.errors import GraphBubbleUp, NodeTimeoutError, ParentCommand
+from langgraph.errors import (
+    GraphBubbleUp,
+    NodeCancelledError,
+    NodeTimeoutError,
+    ParentCommand,
+)
 from langgraph.pregel.protocol import StreamProtocol
 from langgraph.runtime import ExecutionInfo, Runtime
 from langgraph.types import Command, PregelExecutableTask, RetryPolicy, TimeoutPolicy
 
 logger = logging.getLogger(__name__)
 SUPPORTS_EXC_NOTES = sys.version_info >= (3, 11)
+# `asyncio.Task.cancelling()` was added in Python 3.11. It reports the number of
+# pending cancel requests on the task: ``0`` means no external code asked us to
+# cancel — so a ``CancelledError`` observed here was raised by the task body
+# itself (the user's node) rather than by pregel cancelling sibling tasks.
+SUPPORTS_TASK_CANCELLING = sys.version_info >= (3, 11)
 
 
 def _timeout_secs(value: float | timedelta) -> float:
@@ -302,6 +312,28 @@ class _IdleProgressCallbackHandler(BaseCallbackHandler):
     on_custom_event = _touch
 
 
+def _is_user_raised_cancelled() -> bool:
+    """Return True if the in-flight ``CancelledError`` came from the task body.
+
+    Pregel cancels sibling tasks via ``task.cancel()`` when a peer fails, which
+    increments ``asyncio.Task.cancelling()`` on the target before the cancel
+    actually fires. A user node that calls ``raise asyncio.CancelledError()``
+    from inside its own body raises while ``cancelling() == 0``, which is the
+    signal we use to convert the exception into a regular
+    :class:`NodeCancelledError`.
+
+    Returns ``False`` when we can't tell (``cancelling()`` unavailable, or no
+    current task — neither should happen in practice from ``arun_with_retry``)
+    so framework-initiated cancellation continues to propagate unchanged.
+    """
+    if not SUPPORTS_TASK_CANCELLING:
+        return False
+    current = asyncio.current_task()
+    if current is None:
+        return False
+    return current.cancelling() == 0
+
+
 def _drain_cancelled(task: asyncio.Task[Any]) -> None:
     # Mark the abandoned task's exception as retrieved so asyncio doesn't log it.
     with suppress(asyncio.CancelledError):
@@ -600,6 +632,12 @@ def run_with_retry(
         except GraphBubbleUp:
             # if interrupted, end
             raise
+        except asyncio.CancelledError as exc:
+            # A sync node has no asyncio context, so any ``CancelledError`` that
+            # reaches here was raised by the node body itself. Surface it as a
+            # regular exception so the pregel runner panics the run instead of
+            # treating the task as a silent tear-down (LSD-1507).
+            raise NodeCancelledError(task.name) from exc
         except Exception as exc:
             if SUPPORTS_EXC_NOTES:
                 exc.add_note(f"During task with name '{task.name}' and id '{task.id}'")
@@ -736,6 +774,24 @@ async def arun_with_retry(
             # if interrupted, end
             _finish_timed_attempt(config, attempt_ctx)
             raise
+        except asyncio.CancelledError as exc:
+            # ``CancelledError`` reaches us in two very different shapes:
+            #   1. Pregel cancelled this task because a sibling failed
+            #      (``asyncio.Task.cancelling() >= 1``). The framework already
+            #      knows the run is failing and we must let cancellation
+            #      propagate so the watchdog/cleanup code in the runner sees a
+            #      cancelled future.
+            #   2. The node body itself raised ``asyncio.CancelledError`` (
+            #      ``cancelling() == 0``). The runner would otherwise treat
+            #      this as silent tear-down and the run would report
+            #      ``success`` even though the node failed (LSD-1507). Convert
+            #      it into :class:`NodeCancelledError` so it follows the same
+            #      path as any other node failure.
+            if _is_user_raised_cancelled():
+                _finish_timed_attempt(config, attempt_ctx, exc)
+                raise NodeCancelledError(task.name) from exc
+            _finish_timed_attempt(config, attempt_ctx, exc)
+            raise
         except Exception as exc:
             _finish_timed_attempt(config, attempt_ctx, exc)
             if SUPPORTS_EXC_NOTES:

libs/langgraph/langgraph/pregel/debug.py

@@ -6,9 +6,13 @@ from typing import Any
 from uuid import UUID
 
 from langchain_core.runnables import RunnableConfig
-from langgraph.checkpoint.base import CheckpointMetadata, PendingWrite
+from langgraph.checkpoint.base import (
+    EXCLUDED_METADATA_KEYS,
+    CheckpointMetadata,
+    PendingWrite,
+)
 
-from langgraph._internal._config import patch_checkpoint_map
+from langgraph._internal._config import filter_to_user_tags, patch_checkpoint_map
 from langgraph._internal._constants import (
     CONF,
     CONFIG_KEY_CHECKPOINT_NS,
@@ -40,12 +44,31 @@ def map_debug_tasks(tasks: Iterable[PregelExecutableTask]) -> Iterator[TaskPaylo
         if task.config is not None and TAG_HIDDEN in task.config.get("tags", []):
             continue
 
-        yield {
+        payload: TaskPayload = {
             "id": task.id,
             "name": task.name,
             "input": task.input,
             "triggers": task.triggers,
         }
+        # Forward user-meaningful metadata only — drop langgraph's internal
+        # framework keys (langgraph_node/step/triggers/path/checkpoint_ns,
+        # thread_id, ...), which are redundant with the task's own fields and
+        # namespace. Keys like `lc_agent_name`, `ls_integration`, and any
+        # user-supplied metadata ride along. Filtered config tags are folded in
+        # under `tags`, mirroring the messages stream handler. (The comprehension
+        # also yields a fresh dict, so mutating `md` doesn't touch task.config.)
+        if task.config is not None:
+            md = {
+                k: v
+                for k, v in (task.config.get("metadata") or {}).items()
+                if k not in EXCLUDED_METADATA_KEYS
+            }
+            filtered_tags = filter_to_user_tags(task.config.get("tags"))
+            if filtered_tags is not None:
+                md["tags"] = filtered_tags
+            if md:
+                payload["metadata"] = md
+        yield payload
 
 
 def is_multiple_channel_write(value: Any) -> bool:

libs/langgraph/langgraph/pregel/remote.py

@@ -55,6 +55,10 @@ from langgraph._internal._constants import (
     NS_SEP,
 )
 from langgraph.errors import GraphInterrupt, ParentCommand
+from langgraph.pregel._remote_run_stream import (
+    _AsyncRemoteGraphRunStream,
+    _RemoteGraphRunStream,
+)
 from langgraph.pregel.protocol import PregelProtocol, StreamProtocol
 from langgraph.types import (
     All,
@@ -80,6 +84,8 @@ _CONF_DROPLIST = frozenset(
     ),
 )
 
+_V3_SUPPORTED_KWARGS = frozenset({"metadata", "headers"})
+
 
 def _sanitize_config_value(v: Any) -> Any:
     """Recursively sanitize a config value to ensure it contains only primitives."""
@@ -186,6 +192,34 @@ class RemoteGraph(PregelProtocol):
             )
         return self.sync_client
 
+    def _reject_v3_unsupported(
+        self,
+        *,
+        control: Any,
+        transformers: Any,
+        interrupt_before: Any,
+        interrupt_after: Any,
+        extra_kwargs: dict[str, Any],
+    ) -> None:
+        """Raise NotImplementedError for kwargs unsupported by the v3 streaming path."""
+        for name, value in (
+            ("control", control),
+            ("transformers", transformers),
+            ("interrupt_before", interrupt_before),
+            ("interrupt_after", interrupt_after),
+        ):
+            if value:
+                raise NotImplementedError(
+                    f"RemoteGraph.stream_events(version='v3') does not support `{name}=`."
+                )
+        unknown = set(extra_kwargs) - _V3_SUPPORTED_KWARGS
+        if unknown:
+            raise NotImplementedError(
+                f"RemoteGraph.stream_events(version='v3') does not support "
+                f"the following kwargs: {sorted(unknown)!r}. "
+                f"Supported: {sorted(_V3_SUPPORTED_KWARGS)!r}."
+            )
+
     def copy(self, update: dict[str, Any]) -> Self:
         attrs = {**self.__dict__, **update}
         return self.__class__(attrs.pop("assistant_id"), **attrs)
@@ -996,21 +1030,104 @@ class RemoteGraph(PregelProtocol):
             else:
                 yield chunk
 
+    def stream_events(
+        self,
+        input: Any,
+        config: RunnableConfig | None = None,
+        *,
+        version: Literal["v1", "v2", "v3"] = "v2",
+        interrupt_before: All | Sequence[str] | None = None,
+        interrupt_after: All | Sequence[str] | None = None,
+        control: Any = None,
+        transformers: Sequence[Any] | None = None,
+        headers: dict[str, str] | None = None,
+        **kwargs: Any,
+    ) -> Any:
+        """Stream events from this remote graph.
+
+        For `version="v3"`, returns a `_RemoteGraphRunStream` whose surface
+        matches the local `GraphRunStream`. For other versions, delegates to
+        `Runnable.stream_events`.
+        """
+        if version != "v3":
+            return super().stream_events(input, config, version=version, **kwargs)
+        self._reject_v3_unsupported(
+            control=control,
+            transformers=transformers,
+            interrupt_before=interrupt_before,
+            interrupt_after=interrupt_after,
+            extra_kwargs=kwargs,
+        )
+        sync_client = self._validate_sync_client()
+        sanitized = self._sanitize_config(merge_configs(self.config, config))
+        thread_id = sanitized.get("configurable", {}).pop("thread_id", None)
+        merged_headers = (
+            _merge_tracing_headers(headers) if self.distributed_tracing else headers
+        )
+        sdk_thread = sync_client.threads.stream(
+            thread_id=thread_id,
+            assistant_id=self.assistant_id,
+            headers=merged_headers,
+        )
+        return _RemoteGraphRunStream(
+            sync_client=sync_client,
+            sdk_thread=sdk_thread,
+            input=input,
+            config=sanitized,
+            metadata=kwargs.get("metadata"),
+        )
+
     async def astream_events(
         self,
         input: Any,
         config: RunnableConfig | None = None,
         *,
-        version: Literal["v1", "v2"],
-        include_names: Sequence[All] | None = None,
-        include_types: Sequence[All] | None = None,
-        include_tags: Sequence[All] | None = None,
-        exclude_names: Sequence[All] | None = None,
-        exclude_types: Sequence[All] | None = None,
-        exclude_tags: Sequence[All] | None = None,
+        version: Literal["v1", "v2", "v3"] = "v2",
+        interrupt_before: All | Sequence[str] | None = None,
+        interrupt_after: All | Sequence[str] | None = None,
+        control: Any = None,
+        transformers: Sequence[Any] | None = None,
+        headers: dict[str, str] | None = None,
         **kwargs: Any,
-    ) -> AsyncIterator[dict[str, Any]]:
-        raise NotImplementedError
+    ) -> Any:
+        """Async-stream events from this remote graph.
+
+        For `version="v3"`, awaits to an `_AsyncRemoteGraphRunStream`, matching
+        the local `Pregel.astream_events(version="v3")` awaitable contract:
+        `async with await rg.astream_events(..., version="v3") as run`. For
+        `version="v1"`/`"v2"`, raises NotImplementedError (use `astream`).
+        """
+        if version != "v3":
+            raise NotImplementedError(
+                f"RemoteGraph.astream_events(version={version!r}) is not "
+                "implemented; use astream() for v1/v2 streaming or "
+                "version='v3'."
+            )
+        self._reject_v3_unsupported(
+            control=control,
+            transformers=transformers,
+            interrupt_before=interrupt_before,
+            interrupt_after=interrupt_after,
+            extra_kwargs=kwargs,
+        )
+        client = self._validate_client()
+        sanitized = self._sanitize_config(merge_configs(self.config, config))
+        thread_id = sanitized.get("configurable", {}).pop("thread_id", None)
+        merged_headers = (
+            _merge_tracing_headers(headers) if self.distributed_tracing else headers
+        )
+        sdk_thread = client.threads.stream(
+            thread_id=thread_id,
+            assistant_id=self.assistant_id,
+            headers=merged_headers,
+        )
+        return _AsyncRemoteGraphRunStream(
+            client=client,
+            sdk_thread=sdk_thread,
+            input=input,
+            config=sanitized,
+            metadata=kwargs.get("metadata"),
+        )
 
     @overload
     def invoke(

libs/langgraph/langgraph/stream/_types.py

@@ -35,7 +35,7 @@ class ProtocolEvent(TypedDict):
     """
 
     type: Literal["event"]
-    eventId: NotRequired[str]
+    event_id: NotRequired[str]  # snake_case to match the langchain-protocol wire field
     seq: NotRequired[int]
     method: str  # StreamMode value: "values", "messages", "custom", etc.
     params: _ProtocolEventParams

libs/langgraph/langgraph/stream/transformers.py

@@ -9,7 +9,7 @@ from langchain_core.language_models.chat_model_stream import (
     ChatModelStream,
 )
 from langchain_core.messages import AIMessageChunk, BaseMessage, ToolMessage
-from langchain_protocol.protocol import MessagesData
+from langchain_protocol.protocol import LifecycleCause, MessagesData
 from typing_extensions import NotRequired, TypedDict
 
 from langgraph.errors import GraphDrained, GraphInterrupt
@@ -366,6 +366,7 @@ class LifecyclePayload(TypedDict, total=False):
     namespace: list[str]
     graph_name: NotRequired[str]
     trigger_call_id: NotRequired[str]
+    cause: NotRequired[LifecycleCause]
     error: NotRequired[str]
 
 
@@ -406,6 +407,18 @@ class _TasksLifecycleBase(StreamTransformer):
         # Maps tracked namespace -> task_id of the parent task whose
         # `TaskResultPayload` will close it.
         self._open: dict[tuple[str, ...], str] = {}
+        # lc_agent_name observed at each namespace (first task event wins).
+        # Not read by the base discriminator (which only checks whether the
+        # current task carries an lc_agent_name); maintained as extension state
+        # for subclasses that project named subagents — e.g. a `run.subagents`
+        # transformer reads this to filter to nested runs that have a name.
+        self._lc_by_ns: dict[tuple[str, ...], str | None] = {}
+        # Pregel task_id -> triggering LLM tool_call_id, harvested from a task
+        # whose `input` is a `tool_call_with_context` dict (current shape) or a
+        # list of tool-call dicts (legacy shape). The child subgraph's segment
+        # `node:<task_id>` shares this task_id, so a subagent recovers the tool
+        # call that spawned it (cross-payload).
+        self._pending_tool_calls: dict[str, str] = {}
 
     # --- Template-method hooks (subclass overrides) ---
 
@@ -418,6 +431,8 @@ class _TasksLifecycleBase(StreamTransformer):
         ns: tuple[str, ...],
         graph_name: str | None,
         trigger_call_id: str | None,
+        *,
+        cause: LifecycleCause | None = None,
     ) -> None:
         """Fired once per discovered namespace (first observed task event)."""
         raise NotImplementedError
@@ -443,18 +458,81 @@ class _TasksLifecycleBase(StreamTransformer):
         if "result" in data:
             self._handle_task_result(ns, data)
         else:
-            self._handle_task_start(ns)
+            self._record_identity(ns, data)
+            self._record_pending_tool_calls(data)
+            self._handle_task_start(ns, data)
         # Tasks events are folded into the synthesized projections;
         # suppress from the main event log so iterators don't double-see
         # the same information in two shapes.
         return False
 
-    def _handle_task_start(self, ns: tuple[str, ...]) -> None:
+    def _record_identity(self, ns: tuple[str, ...], data: dict[str, Any]) -> None:
+        """Record this namespace's `lc_agent_name` (first task event wins).
+
+        Runs for every task-start event, including `ns == self.scope` and
+        tracked children. Pregel emits parent-namespace tasks before
+        child-namespace tasks, so under that ordering the parent's identity is
+        recorded by the time a child event is evaluated in `_handle_task_start`.
+        """
+        if ns in self._lc_by_ns:
+            return
+        metadata = data.get("metadata") or {}
+        self._lc_by_ns[ns] = metadata.get("lc_agent_name")
+
+    def _record_pending_tool_calls(self, data: dict[str, Any]) -> None:
+        """Harvest a task's triggering tool_call_id keyed by its task id.
+
+        A tool-dispatch task seeds `task_id -> tool_call_id`; the spawned
+        subgraph's namespace segment `node:<task_id>` shares that id, letting
+        a subagent recover the tool call that caused it across payloads. Two
+        input shapes are handled: the current Pregel push model schedules each
+        tool call as its own task whose `input` is a `tool_call_with_context`
+        dict, while a legacy / batched model passes a list of tool-call dicts.
+        """
+        task_id = data.get("id")
+        if not isinstance(task_id, str):
+            return
+        payload = data.get("input")
+        tool_call_id: str | None = None
+        # Current langgraph schedules each tool call as its own push task
+        # whose input is a `tool_call_with_context` dict.
+        if isinstance(payload, dict) and isinstance(payload.get("tool_call"), dict):
+            candidate = payload["tool_call"].get("id")
+            if isinstance(candidate, str):
+                tool_call_id = candidate
+        # Legacy / batched shape: input is a list of tool-call dicts.
+        elif isinstance(payload, list):
+            for tc in payload:
+                if isinstance(tc, dict) and isinstance(tc.get("id"), str):
+                    tool_call_id = tc["id"]  # first wins
+                    break
+        if tool_call_id is not None:
+            self._pending_tool_calls[task_id] = tool_call_id
+
+    def _handle_task_start(self, ns: tuple[str, ...], data: dict[str, Any]) -> None:
         if not self._should_track(ns) or ns in self._seen:
             return
         self._seen.add(ns)
-        graph_name, trigger_call_id = _parse_ns_segment(ns[-1])
-        self._on_started(ns, graph_name or None, trigger_call_id)
+        parsed_name, trigger_call_id = _parse_ns_segment(ns[-1])
+        metadata = data.get("metadata") or {}
+        child_lc = metadata.get("lc_agent_name")
+        # A subagent boundary is any nested run carrying an lc_agent_name (set
+        # by create_agent). Unnamed runs (lc_agent_name None) are excluded.
+        #
+        # A same-named nested agent — e.g. a subagent that invokes itself — is
+        # surfaced because it re-asserts its own lc_agent_name. The trade-off:
+        # a non-agent subgraph invoked inside a tool inherits the parent's
+        # lc_agent_name and will also surface (named after the parent). A caller
+        # that needs to exclude such a graph can null lc_agent_name in the
+        # config it invokes that graph with.
+        is_subagent = child_lc is not None
+        graph_name = child_lc if is_subagent else (parsed_name or None)
+        cause: LifecycleCause | None = None
+        if is_subagent and trigger_call_id is not None:
+            tool_call_id = self._pending_tool_calls.get(trigger_call_id)
+            if tool_call_id:
+                cause = {"type": "toolCall", "tool_call_id": str(tool_call_id)}
+        self._on_started(ns, graph_name, trigger_call_id, cause=cause)
         if trigger_call_id is not None:
             self._open[ns] = trigger_call_id
 
@@ -553,6 +631,8 @@ class LifecycleTransformer(_TasksLifecycleBase):
         ns: tuple[str, ...],
         graph_name: str | None,
         trigger_call_id: str | None,
+        *,
+        cause: LifecycleCause | None = None,
     ) -> None:
         if trigger_call_id is None:
             # Without a task id we can't correlate a parent-result
@@ -563,6 +643,8 @@ class LifecycleTransformer(_TasksLifecycleBase):
         if graph_name:
             payload["graph_name"] = graph_name
         payload["trigger_call_id"] = trigger_call_id
+        if cause is not None:
+            payload["cause"] = cause
         self._channel.push(payload)
 
     def _on_terminal(
@@ -625,6 +707,8 @@ class SubgraphTransformer(_TasksLifecycleBase):
         ns: tuple[str, ...],
         graph_name: str | None,
         trigger_call_id: str | None,
+        *,
+        cause: LifecycleCause | None = None,
     ) -> None:
         if self._mux is None:
             return
@@ -633,6 +717,10 @@ class SubgraphTransformer(_TasksLifecycleBase):
         except RuntimeError:
             return
         handle_cls = AsyncSubgraphRunStream if child_mux.is_async else SubgraphRunStream
+        # `cause` is intentionally ignored here: it is a wire/lifecycle-channel
+        # concern (carried on `LifecyclePayload`), not something the in-process
+        # subgraph navigation handle exposes. The argument is accepted only to
+        # keep the `_on_started` template signature uniform across transformers.
         handle = handle_cls(
             mux=child_mux,
             path=ns,
@@ -737,7 +825,12 @@ class SubgraphTransformer(_TasksLifecycleBase):
                 for child_ns, status, error in self._pop_terminal_transitions(ns, data):
                     await self._aon_terminal(child_ns, status, error)
             else:
-                self._handle_task_start(ns)
+                # Mirror the sync `process` bookkeeping so the async lane
+                # observes parent identity / tool calls before discriminating
+                # a subagent boundary.
+                self._record_identity(ns, data)
+                self._record_pending_tool_calls(data)
+                self._handle_task_start(ns, data)
             keep = False
         else:
             keep = True

libs/langgraph/langgraph/types.py

@@ -150,6 +150,16 @@ class TaskPayload(TypedDict):
     """Input data passed to the task."""
     triggers: list[str]
     """List of triggers that caused this task to be executed (e.g. channel writes)."""
+    metadata: NotRequired[dict[str, Any]]
+    """Framework-resolved metadata associated with the task.
+
+    Generic dict carrier following the messages-stream pattern. Populated by
+    `map_debug_tasks` from `task.config["metadata"]` when non-empty, so the
+    same keys `stream_mode="messages"` consumers see (e.g. `lc_agent_name`,
+    `langgraph_node`, `langgraph_step`) are available to stream transformers.
+
+    Consumers should ignore unrecognized keys.
+    """
 
 
 class TaskResultPayload(TypedDict):

libs/langgraph/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph"
-version = "1.2.1"
+version = "1.2.2"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"
@@ -26,7 +26,7 @@ classifiers = [
 dependencies = [
     "langchain-core>=1.4.0,<2",
     "langgraph-checkpoint>=4.1.0,<5.0.0",
-    "langgraph-sdk>=0.3.0,<0.4.0",
+    "langgraph-sdk>=0.4.1,<0.5.0",
     "langgraph-prebuilt>=1.1.0,<1.2.0",
     "xxhash>=3.5.0",
     "pydantic>=2.7.4",

libs/langgraph/tests/test_config_async.py

@@ -1,7 +1,8 @@
 import pytest
-from langchain_core.callbacks import AsyncCallbackManager
+from langchain_core.callbacks import AsyncCallbackManager, BaseCallbackHandler
 
 from langgraph._internal._config import get_async_callback_manager_for_config
+from langgraph.graph import StateGraph
 
 pytestmark = pytest.mark.anyio
 
@@ -17,3 +18,99 @@ def test_new_async_manager_merges_tags_with_config() -> None:
     config = {"callbacks": None, "tags": ["a"]}
     manager = get_async_callback_manager_for_config(config, tags=["b"])
     assert manager.inheritable_tags == ["a", "b"]
+
+
+class _TrackingCallback(BaseCallbackHandler):
+    def __init__(self) -> None:
+        self.called = False
+
+    def on_chain_start(self, *args, **kwargs) -> None:  # noqa: ANN002, ANN003
+        self.called = True
+
+
+async def test_with_config_callbacks_preserved_in_astream_events() -> None:
+    """A callback bound via .with_config(...) must survive when
+    astream_events injects its own internal callback handler.
+
+    Pre-fix: ensure_config overwrites the callbacks key, dropping the
+    bound handler. Post-fix: the handler list is merged.
+    """
+    builder = StateGraph(dict)
+    builder.add_node("node", lambda state: state)
+    builder.add_edge("__start__", "node")
+    cb = _TrackingCallback()
+    graph = builder.compile().with_config({"callbacks": [cb]})
+    async for _ in graph.astream_events({}, version="v2"):
+        pass
+    assert cb.called, "user-bound callback was dropped by ensure_config overwrite"
+
+
+async def test_with_config_configurable_preserved_on_invoke() -> None:
+    """A configurable key bound via .with_config(...) must survive when
+    invoke-time config supplies a different configurable key.
+
+    Pre-fix: ensure_config overwrites the entire configurable dict.
+    Post-fix: the two dicts are shallow-merged per key.
+    """
+    builder = StateGraph(dict)
+    captured: dict = {}
+
+    def node(state, config):  # noqa: ANN001
+        captured.update(config.get("configurable") or {})
+        return state
+
+    builder.add_node("node", node)
+    builder.add_edge("__start__", "node")
+    graph = builder.compile().with_config({"configurable": {"ls_agent_type": "root"}})
+    await graph.ainvoke({}, {"configurable": {"thread_id": "T1"}})
+    assert captured.get("ls_agent_type") == "root", (
+        "bound configurable key was dropped by ensure_config overwrite"
+    )
+    assert captured.get("thread_id") == "T1", "invoke-time key not present"
+
+
+async def test_with_config_metadata_preserved_on_invoke() -> None:
+    """A metadata key bound via .with_config(...) must survive when
+    invoke-time config supplies a different metadata key.
+
+    Pre-fix: ensure_config overwrites the entire metadata dict.
+    Post-fix: the two dicts are shallow-merged per key.
+    """
+    builder = StateGraph(dict)
+    captured: dict = {}
+
+    def node(state, config):  # noqa: ANN001
+        captured.update(config.get("metadata") or {})
+        return state
+
+    builder.add_node("node", node)
+    builder.add_edge("__start__", "node")
+    graph = builder.compile().with_config({"metadata": {"user_id": "U1"}})
+    await graph.ainvoke({}, {"metadata": {"correlation_id": "C1"}})
+    assert captured.get("user_id") == "U1", (
+        "bound metadata key was dropped by ensure_config overwrite"
+    )
+    assert captured.get("correlation_id") == "C1", "invoke-time key not present"
+
+
+async def test_with_config_tags_preserved_on_invoke() -> None:
+    """Tags bound via .with_config(...) must survive when invoke-time
+    config supplies its own tags.
+
+    Pre-fix: ensure_config overwrites the entire tags list.
+    Post-fix: tags are concatenated (matching merge_configs behavior;
+    no deduplication, no sorting).
+    """
+    builder = StateGraph(dict)
+    captured: list = []
+
+    def node(state, config):  # noqa: ANN001
+        captured.extend(config.get("tags") or [])
+        return state
+
+    builder.add_node("node", node)
+    builder.add_edge("__start__", "node")
+    graph = builder.compile().with_config({"tags": ["bound"]})
+    await graph.ainvoke({}, {"tags": ["invoke"]})
+    assert "bound" in captured, "bound tag was dropped by ensure_config overwrite"
+    assert "invoke" in captured, "invoke-time tag not present"

libs/langgraph/tests/test_delta_channel_id_stability.py

@@ -0,0 +1,140 @@
+"""ensure_message_ids() assigns stable UUIDs to id=None BaseMessages
+before DeltaChannel writes are serialised to the checkpoint.
+
+Without this, the checkpoint stores id=None and every get_state() replay
+produces a different UUID — the same HumanMessage appears with a different
+ID in each LangSmith trace / on every resumed invocation.
+"""
+
+from __future__ import annotations
+
+from typing import Annotated, Any
+
+import pytest
+from langchain_core.messages import AIMessage, AnyMessage, HumanMessage
+from langgraph.checkpoint.memory import InMemorySaver
+from typing_extensions import TypedDict
+
+from langgraph.channels.delta import DeltaChannel
+from langgraph.graph import END, START, StateGraph
+
+pytestmark = pytest.mark.anyio
+
+
+def _append_reducer(
+    state: list[AnyMessage], writes: list[list[AnyMessage]]
+) -> list[AnyMessage]:
+    """Simple append — no ID assignment. IDs come from ensure_message_ids()."""
+    result = list(state)
+    for w in writes:
+        if isinstance(w, list):
+            result.extend(w)
+        else:
+            result.append(w)  # type: ignore[arg-type]
+    return result
+
+
+def _build_graph(checkpointer: Any) -> Any:
+    State = TypedDict(  # noqa: UP013
+        "State",
+        {
+            "messages": Annotated[
+                list, DeltaChannel(_append_reducer, snapshot_frequency=50)
+            ]
+        },
+    )  # type: ignore[call-overload]
+
+    def agent(state: dict) -> dict:
+        return {"messages": [AIMessage(content="reply", id="ai-1")]}
+
+    return (
+        StateGraph(State)
+        .add_node("agent", agent)
+        .add_edge(START, "agent")
+        .add_edge("agent", END)
+        .compile(checkpointer=checkpointer)
+    )
+
+
+def test_delta_channel_message_gets_id_and_stays_stable() -> None:
+    """Messages written with id=None must receive a stable UUID.
+
+    ensure_message_ids() is called in put_writes() before the background
+    thread serialises DeltaChannel writes. The checkpoint stores the
+    assigned UUID, so every get_state() replay sees the same ID.
+    """
+    saver = InMemorySaver()
+    graph = _build_graph(saver)
+    config = {"configurable": {"thread_id": "id-stability"}}
+
+    graph.invoke({"messages": [HumanMessage(content="hello")]}, config)
+
+    ids = [
+        next(
+            m.id
+            for m in graph.get_state(config).values["messages"]
+            if isinstance(m, HumanMessage)
+        )
+        for _ in range(3)
+    ]
+
+    assert ids[0] is not None, "ensure_message_ids should have assigned a UUID"
+    assert len(set(ids)) == 1, (
+        f"HumanMessage id must be stable across get_state() calls; "
+        f"got {ids}. The checkpoint is storing id=None."
+    )
+
+
+async def test_delta_channel_message_gets_id_and_stays_stable_async() -> None:
+    """Same check via ainvoke (AsyncPregelLoop path)."""
+    saver = InMemorySaver()
+    graph = _build_graph(saver)
+    config = {"configurable": {"thread_id": "id-stability-async"}}
+
+    await graph.ainvoke({"messages": [HumanMessage(content="hello")]}, config)
+
+    ids = [
+        next(
+            m.id
+            for m in (await graph.aget_state(config)).values["messages"]
+            if isinstance(m, HumanMessage)
+        )
+        for _ in range(3)
+    ]
+
+    assert ids[0] is not None, "ensure_message_ids should have assigned a UUID"
+    assert len(set(ids)) == 1, (
+        f"Async path: HumanMessage id unstable across aget_state() calls: {ids}"
+    )
+
+
+def test_delta_channel_dict_style_message_gets_stable_id() -> None:
+    """Dict-style inputs (API / over-the-wire format) must also get stable IDs.
+
+    When the graph is invoked via the LangGraph API the input arrives as a raw
+    dict {"role": "user", "content": "..."} rather than a BaseMessage object.
+    ensure_message_ids() must coerce those dicts to typed BaseMessages and
+    stamp a UUID so the checkpoint never stores an id-less message.
+    """
+    saver = InMemorySaver()
+    graph = _build_graph(saver)
+    config = {"configurable": {"thread_id": "dict-id-stability"}}
+
+    # Invoke with a raw dict (the format LangGraph API sends)
+    graph.invoke({"messages": [{"role": "user", "content": "hello"}]}, config)
+
+    ids = [
+        next(
+            m.id
+            for m in graph.get_state(config).values["messages"]
+            if isinstance(m, HumanMessage)
+        )
+        for _ in range(3)
+    ]
+
+    assert ids[0] is not None, (
+        "dict-style message should have been coerced and assigned a UUID"
+    )
+    assert len(set(ids)) == 1, (
+        f"dict-style HumanMessage id must be stable across get_state() calls; got {ids}"
+    )

libs/langgraph/tests/test_pregel_debug.py

@@ -0,0 +1,185 @@
+"""Tests for langgraph.pregel.debug helpers."""
+
+from __future__ import annotations
+
+from langgraph.pregel.debug import map_debug_tasks
+
+
+class _FakeTask:
+    """Minimal stand-in for PregelExecutableTask covering only what map_debug_tasks reads."""
+
+    def __init__(
+        self,
+        *,
+        id: str,
+        name: str,
+        input: object,
+        triggers: list[str],
+        config: dict | None,
+    ) -> None:
+        self.id = id
+        self.name = name
+        self.input = input
+        self.triggers = triggers
+        self.config = config
+
+
+def test_map_debug_tasks_forwards_metadata_when_present() -> None:
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config={"metadata": {"lc_agent_name": "weather_agent"}},
+    )
+    payloads = list(map_debug_tasks([task]))
+    assert len(payloads) == 1
+    payload = payloads[0]
+    assert payload["id"] == "t1"
+    assert payload["name"] == "tools"
+    assert payload["metadata"] == {"lc_agent_name": "weather_agent"}
+
+
+def test_map_debug_tasks_omits_metadata_when_empty() -> None:
+    # Empty metadata dict in config: don't include metadata in the payload.
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config={"metadata": {}},
+    )
+    payloads = list(map_debug_tasks([task]))
+    assert "metadata" not in payloads[0]
+
+
+def test_map_debug_tasks_omits_metadata_when_absent() -> None:
+    # No metadata key in config: don't include metadata in the payload.
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config={},
+    )
+    payloads = list(map_debug_tasks([task]))
+    assert "metadata" not in payloads[0]
+
+
+def test_map_debug_tasks_handles_none_config() -> None:
+    # task.config can be None; should not crash.
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config=None,
+    )
+    payloads = list(map_debug_tasks([task]))
+    assert len(payloads) == 1
+    assert "metadata" not in payloads[0]
+
+
+def test_map_debug_tasks_filters_framework_metadata_keys() -> None:
+    """Internal framework keys are dropped from the forwarded metadata; only
+    user-meaningful keys (lc_agent_name, ls_integration, user metadata) ride
+    along. The framework keys (langgraph_*, thread_id, checkpoint_*) are
+    redundant with the task's own fields/namespace.
+    """
+    md = {
+        "lc_agent_name": "weather_agent",
+        "ls_integration": "langchain_create_agent",
+        "my_user_key": "x",
+        "thread_id": "thread-1",
+        "langgraph_step": 1,
+        "langgraph_node": "tools",
+        "langgraph_path": ("__pregel_pull", "tools"),
+        "langgraph_checkpoint_ns": "tools:abc",
+        "checkpoint_ns": "",
+    }
+    task = _FakeTask(
+        id="t1", name="tools", input=[], triggers=["x"], config={"metadata": md}
+    )
+    payload = next(iter(map_debug_tasks([task])))
+    assert payload["metadata"] == {
+        "lc_agent_name": "weather_agent",
+        "ls_integration": "langchain_create_agent",
+        "my_user_key": "x",
+    }
+
+
+def test_map_debug_tasks_omits_metadata_when_only_framework_keys() -> None:
+    """A task whose metadata is entirely framework keys (e.g. a plain
+    StateGraph node) yields no `metadata` key after filtering.
+    """
+    md = {
+        "thread_id": "thread-1",
+        "langgraph_step": 1,
+        "langgraph_node": "worker",
+        "langgraph_checkpoint_ns": "worker:abc",
+        "checkpoint_ns": "",
+    }
+    task = _FakeTask(
+        id="t1", name="worker", input=[], triggers=["x"], config={"metadata": md}
+    )
+    payload = next(iter(map_debug_tasks([task])))
+    assert "metadata" not in payload
+
+
+def test_map_debug_tasks_metadata_is_copied_not_referenced() -> None:
+    """Mutating the source config after emission must not affect the
+    payload — TaskPayload.metadata is a defensive copy.
+    """
+    md = {"lc_agent_name": "a"}
+    task = _FakeTask(
+        id="t1", name="tools", input=[], triggers=["x"], config={"metadata": md}
+    )
+    payload = next(iter(map_debug_tasks([task])))
+    md["lc_agent_name"] = "MUTATED"
+    assert payload["metadata"]["lc_agent_name"] == "a"
+
+
+def test_map_debug_tasks_folds_filtered_tags_into_metadata() -> None:
+    """Config tags are folded into TaskPayload.metadata under `tags`, with
+    langchain's internal `seq:step:*` tags filtered out — mirroring the
+    messages stream handler so both channels surface the same tag set."""
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config={
+            "metadata": {"lc_agent_name": "weather_agent"},
+            "tags": ["seq:step:1", "user-tag", "session-123"],
+        },
+    )
+    payload = next(iter(map_debug_tasks([task])))
+    assert payload["metadata"]["lc_agent_name"] == "weather_agent"
+    assert payload["metadata"]["tags"] == ["user-tag", "session-123"]
+
+
+def test_map_debug_tasks_omits_tags_when_only_seq_step() -> None:
+    """If the only tags are internal `seq:step:*` markers, no `tags` key is
+    added (matches the messages handler's `if filtered_tags:` guard)."""
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config={"metadata": {"lc_agent_name": "a"}, "tags": ["seq:step:1"]},
+    )
+    payload = next(iter(map_debug_tasks([task])))
+    assert "tags" not in payload["metadata"]
+
+
+def test_map_debug_tasks_adds_tags_even_without_other_metadata() -> None:
+    """Filtered tags surface even when config has no metadata dict."""
+    task = _FakeTask(
+        id="t1",
+        name="tools",
+        input=[],
+        triggers=["x"],
+        config={"tags": ["user-tag"]},
+    )
+    payload = next(iter(map_debug_tasks([task])))
+    assert payload["metadata"] == {"tags": ["user-tag"]}

libs/langgraph/tests/test_remote_graph_v3.py

@@ -0,0 +1,658 @@
+from __future__ import annotations
+
+from unittest.mock import AsyncMock, MagicMock
+
+import pytest
+
+from langgraph.pregel._remote_run_stream import (
+    _AsyncRemoteGraphRunStream,
+    _ChannelProjection,
+    _ProjectionRegistry,
+    _RemoteGraphRunStream,
+    _translate_command_input,
+)
+from langgraph.pregel.remote import (
+    _V3_SUPPORTED_KWARGS,
+    RemoteGraph,
+)
+from langgraph.types import Command
+
+
+def _make_sync_adapter(*, run_start_returns=None, run_start_raises=None):
+    sync_client = MagicMock()
+    sdk_thread = MagicMock()
+    sdk_thread.thread_id = "thread-abc"
+    sdk_thread.__enter__ = MagicMock(return_value=sdk_thread)
+    sdk_thread.__exit__ = MagicMock(return_value=None)
+    sdk_thread.run = MagicMock()
+    if run_start_raises is not None:
+        sdk_thread.run.start = MagicMock(side_effect=run_start_raises)
+    else:
+        sdk_thread.run.start = MagicMock(
+            return_value=run_start_returns or {"run_id": "run-xyz"}
+        )
+    adapter = _RemoteGraphRunStream(
+        sync_client=sync_client,
+        sdk_thread=sdk_thread,
+        input={"x": 1},
+        config={"configurable": {}},
+        metadata=None,
+    )
+    return adapter, sync_client, sdk_thread
+
+
+def test_enter_calls_sdk_enter_then_run_start_and_captures_run_id():
+    adapter, _, sdk_thread = _make_sync_adapter()
+    with adapter as stream:
+        assert stream is adapter
+        sdk_thread.__enter__.assert_called_once()
+        sdk_thread.run.start.assert_called_once_with(
+            input={"x": 1}, config={"configurable": {}}, metadata=None
+        )
+        assert adapter._run_id == "run-xyz"
+
+
+def test_exit_delegates_to_sdk_exit_with_exc_info():
+    adapter, _, sdk_thread = _make_sync_adapter()
+    with adapter:
+        pass
+    sdk_thread.__exit__.assert_called_once_with(None, None, None)
+
+
+def test_enter_unwinds_sdk_cm_when_run_start_raises():
+    adapter, _, sdk_thread = _make_sync_adapter(
+        run_start_raises=RuntimeError("start boom")
+    )
+    with pytest.raises(RuntimeError, match="start boom"):
+        with adapter:
+            pytest.fail("body should not run")
+    sdk_thread.__enter__.assert_called_once()
+    sdk_thread.__exit__.assert_called_once()
+    exc_info = sdk_thread.__exit__.call_args.args
+    assert exc_info[0] is RuntimeError
+    assert isinstance(exc_info[1], RuntimeError)
+    assert adapter._run_id is None
+
+
+def test_output_interrupted_interrupts_passthrough():
+    adapter, _, sdk_thread = _make_sync_adapter()
+    sdk_thread.output = {"foo": 1}
+    sdk_thread.interrupted = True
+    sdk_thread.interrupts = [{"interrupt_id": "i1", "namespace": [], "value": "v"}]
+    with adapter as stream:
+        assert stream.output == {"foo": 1}
+        assert stream.interrupted is True
+        assert stream.interrupts == [
+            {"interrupt_id": "i1", "namespace": [], "value": "v"}
+        ]
+
+
+def test_sync_projection_attrs_forward_to_sdk():
+    adapter, _, sdk_thread = _make_sync_adapter()
+    sdk_thread.values = object()
+    sdk_thread.messages = object()
+    sdk_thread.tool_calls = object()
+    sdk_thread.subgraphs = object()
+    with adapter as stream:
+        assert stream.values is sdk_thread.values
+        assert stream.messages is sdk_thread.messages
+        assert stream.tool_calls is sdk_thread.tool_calls
+        assert stream.subgraphs is sdk_thread.subgraphs
+        assert set(stream.extensions) == set(_ProjectionRegistry._NATIVE)
+        assert stream.extensions["values"] is sdk_thread.values
+
+
+def test_projection_registry_typed_decoded_and_custom():
+    sdk = MagicMock()
+    sdk.values = object()
+    sdk.messages = object()
+    sdk.tool_calls = object()
+    sdk.subgraphs = object()
+    custom_named = object()
+    sdk.extensions = {"my_custom": custom_named}
+    registry = _ProjectionRegistry(sdk)
+
+    # Typed channels resolve to the SDK's decoded projections.
+    assert registry["values"] is sdk.values
+    assert registry["tool_calls"] is sdk.tool_calls
+    assert registry["subgraphs"] is sdk.subgraphs
+    # Channels without a typed projection resolve to a decoding _ChannelProjection.
+    ckpt = registry["checkpoints"]
+    assert isinstance(ckpt, _ChannelProjection)
+    assert ckpt._channel == "checkpoints"
+    assert isinstance(registry["updates"], _ChannelProjection)
+    # A non-protocol name is a specific custom-extension channel.
+    assert registry["my_custom"] is custom_named
+    # Enumerable set is the typed + decoded channels (no `lifecycle`, no `debug`).
+    assert list(registry) == [
+        "values",
+        "messages",
+        "tool_calls",
+        "subgraphs",
+        "updates",
+        "checkpoints",
+        "tasks",
+        "custom",
+    ]
+    assert len(registry) == 8
+
+
+def test_channel_projection_decodes_params_data():
+    sdk = MagicMock()
+    # Real wire events carry `method`; the SDK `DataDecoder` yields matching
+    # events' `params.data` and skips dataless and off-channel ones.
+    sdk.subscribe = MagicMock(
+        return_value=iter(
+            [
+                {"method": "checkpoints", "params": {"data": {"n": 1}}},
+                {"method": "checkpoints", "params": {}},  # no data -> skipped
+                {"method": "checkpoints", "params": {"data": {"n": 2}}},
+                {"method": "lifecycle", "params": {"data": {"n": 3}}},  # other channel
+            ]
+        )
+    )
+    proj = _ChannelProjection(sdk, "checkpoints")
+    assert list(proj) == [{"n": 1}, {"n": 2}]
+    sdk.subscribe.assert_called_once_with(["checkpoints"])
+
+
+@pytest.mark.anyio
+async def test_channel_projection_decodes_params_data_async():
+    """Async lane mirrors the sync lane: `async for` over the SDK's async
+    subscription, decoded through the same `DataDecoder`."""
+
+    class _FakeAsyncEvents:
+        def __init__(self, items):
+            self._items = list(items)
+
+        def __aiter__(self):
+            return self
+
+        async def __anext__(self):
+            if not self._items:
+                raise StopAsyncIteration
+            return self._items.pop(0)
+
+    sdk = MagicMock()
+    sdk.subscribe = MagicMock(
+        return_value=_FakeAsyncEvents(
+            [
+                {"method": "checkpoints", "params": {"data": {"n": 1}}},
+                {"method": "checkpoints", "params": {}},  # no data -> skipped
+                {"method": "checkpoints", "params": {"data": {"n": 2}}},
+                {"method": "lifecycle", "params": {"data": {"n": 3}}},  # other channel
+            ]
+        )
+    )
+    proj = _ChannelProjection(sdk, "checkpoints")
+    assert [item async for item in proj] == [{"n": 1}, {"n": 2}]
+    sdk.subscribe.assert_called_once_with(["checkpoints"])
+
+
+def test_sync_adapter_translates_command_input():
+    sync_client = MagicMock()
+    sdk_thread = MagicMock()
+    adapter = _RemoteGraphRunStream(
+        sync_client=sync_client,
+        sdk_thread=sdk_thread,
+        input=Command(resume="go"),
+        config=None,
+        metadata=None,
+    )
+    assert adapter._start_kwargs["input"] == "go"
+
+
+def test_iter_caches_first_subscription():
+    adapter, _, sdk_thread = _make_sync_adapter()
+    fake_events = [object(), object(), object()]
+    sdk_thread.events = iter(fake_events)
+    with adapter as stream:
+        first = iter(stream)
+        second = iter(stream)
+        assert first is second
+        assert list(first) == fake_events
+
+
+def test_abort_cancels_run_and_closes_sdk():
+    adapter, sync_client, sdk_thread = _make_sync_adapter()
+    with adapter as stream:
+        stream.abort()
+        sync_client.runs.cancel.assert_called_once_with(
+            "thread-abc", "run-xyz", wait=False
+        )
+        sdk_thread.close.assert_called_once()
+
+
+def test_abort_before_enter_skips_cancel_but_closes_sdk():
+    adapter, sync_client, sdk_thread = _make_sync_adapter()
+    adapter.abort()
+    sync_client.runs.cancel.assert_not_called()
+    sdk_thread.close.assert_called_once()
+
+
+def test_abort_is_idempotent():
+    adapter, sync_client, sdk_thread = _make_sync_adapter()
+    with adapter as stream:
+        stream.abort()
+        stream.abort()
+        assert sync_client.runs.cancel.call_count == 1
+        assert sdk_thread.close.call_count == 1
+
+
+def test_abort_swallows_cancel_failure_and_still_closes():
+    adapter, sync_client, sdk_thread = _make_sync_adapter()
+    sync_client.runs.cancel.side_effect = RuntimeError("cancel boom")
+    with adapter as stream:
+        stream.abort()
+        sdk_thread.close.assert_called_once()
+
+
+def test_sync_interleave_delegates_to_interleave_projections():
+    adapter, _, sdk_thread = _make_sync_adapter()
+    pairs = [("values", {"x": 1}), ("messages", object())]
+    sdk_thread.interleave_projections.return_value = pairs
+    with adapter as stream:
+        result = list(stream.interleave("values", "messages"))
+    assert result == pairs
+    sdk_thread.interleave_projections.assert_called_once_with(["values", "messages"])
+
+
+def test_async_adapter_has_no_interleave():
+    """Async adapter intentionally lacks `interleave` (mirrors local
+    `AsyncGraphRunStream`, which doesn't have one either). Async callers
+    compose with `asyncio.gather` / `asyncio.as_completed`.
+    """
+    assert not hasattr(_AsyncRemoteGraphRunStream, "interleave")
+
+
+def _make_async_adapter(*, run_start_returns=None, run_start_raises=None):
+    client = MagicMock()
+    client.runs.cancel = AsyncMock()
+    sdk_thread = MagicMock()
+    sdk_thread.thread_id = "thread-abc"
+    sdk_thread.__aenter__ = AsyncMock(return_value=sdk_thread)
+    sdk_thread.__aexit__ = AsyncMock(return_value=None)
+    sdk_thread.close = AsyncMock()
+    sdk_thread.run = MagicMock()
+    if run_start_raises is not None:
+        sdk_thread.run.start = AsyncMock(side_effect=run_start_raises)
+    else:
+        sdk_thread.run.start = AsyncMock(
+            return_value=run_start_returns or {"run_id": "run-xyz"}
+        )
+    adapter = _AsyncRemoteGraphRunStream(
+        client=client,
+        sdk_thread=sdk_thread,
+        input={"x": 1},
+        config={"configurable": {}},
+        metadata=None,
+    )
+    return adapter, client, sdk_thread
+
+
+@pytest.mark.anyio
+async def test_aenter_calls_sdk_aenter_then_run_start_and_captures_run_id():
+    adapter, _, sdk_thread = _make_async_adapter()
+    async with adapter as stream:
+        assert stream is adapter
+        sdk_thread.__aenter__.assert_awaited_once()
+        sdk_thread.run.start.assert_awaited_once_with(
+            input={"x": 1}, config={"configurable": {}}, metadata=None
+        )
+        assert adapter._run_id == "run-xyz"
+
+
+@pytest.mark.anyio
+async def test_aexit_delegates_to_sdk_aexit():
+    adapter, _, sdk_thread = _make_async_adapter()
+    async with adapter:
+        pass
+    sdk_thread.__aexit__.assert_awaited_once_with(None, None, None)
+
+
+@pytest.mark.anyio
+async def test_aenter_unwinds_sdk_cm_when_run_start_raises():
+    adapter, _, sdk_thread = _make_async_adapter(
+        run_start_raises=RuntimeError("start boom")
+    )
+    with pytest.raises(RuntimeError, match="start boom"):
+        async with adapter:
+            pytest.fail("body should not run")
+    sdk_thread.__aenter__.assert_awaited_once()
+    sdk_thread.__aexit__.assert_awaited_once()
+    assert adapter._run_id is None
+
+
+@pytest.mark.anyio
+async def test_async_output_interrupted_interrupts_passthrough():
+    adapter, _, sdk_thread = _make_async_adapter()
+
+    async def _fake_output_awaitable():
+        return {"foo": 1}
+
+    sdk_thread.output = _fake_output_awaitable()
+    sdk_thread.interrupted = True
+    sdk_thread.interrupts = [{"interrupt_id": "i1", "namespace": [], "value": "v"}]
+    async with adapter as stream:
+        assert await stream.output() == {"foo": 1}
+        assert await stream.interrupted() is True
+        assert await stream.interrupts() == [
+            {"interrupt_id": "i1", "namespace": [], "value": "v"}
+        ]
+
+
+@pytest.mark.anyio
+async def test_async_projection_attrs_forward_to_sdk():
+    adapter, _, sdk_thread = _make_async_adapter()
+    sdk_thread.values = object()
+    sdk_thread.messages = object()
+    sdk_thread.tool_calls = object()
+    sdk_thread.subgraphs = object()
+    async with adapter as stream:
+        assert stream.values is sdk_thread.values
+        assert stream.messages is sdk_thread.messages
+        assert stream.tool_calls is sdk_thread.tool_calls
+        assert stream.subgraphs is sdk_thread.subgraphs
+        assert set(stream.extensions) == set(_ProjectionRegistry._NATIVE)
+        assert stream.extensions["messages"] is sdk_thread.messages
+
+
+@pytest.mark.anyio
+async def test_aiter_caches_first_subscription():
+    adapter, _, sdk_thread = _make_async_adapter()
+
+    class _FakeAsyncEvents:
+        def __init__(self, items):
+            self._items = list(items)
+
+        def __aiter__(self):
+            return self
+
+        async def __anext__(self):
+            if not self._items:
+                raise StopAsyncIteration
+            return self._items.pop(0)
+
+    sdk_thread.events = _FakeAsyncEvents([object(), object()])
+    async with adapter as stream:
+        first = stream.__aiter__()
+        second = stream.__aiter__()
+        assert first is second
+
+
+@pytest.mark.anyio
+async def test_async_abort_cancels_run_and_closes_sdk():
+    adapter, client, sdk_thread = _make_async_adapter()
+    async with adapter as stream:
+        await stream.abort()
+        client.runs.cancel.assert_awaited_once_with("thread-abc", "run-xyz", wait=False)
+        sdk_thread.close.assert_awaited_once()
+
+
+@pytest.mark.anyio
+async def test_async_abort_before_aenter_skips_cancel():
+    adapter, client, sdk_thread = _make_async_adapter()
+    await adapter.abort()
+    client.runs.cancel.assert_not_awaited()
+    sdk_thread.close.assert_awaited_once()
+
+
+@pytest.mark.anyio
+async def test_async_abort_swallows_cancel_failure():
+    adapter, client, sdk_thread = _make_async_adapter()
+    client.runs.cancel.side_effect = RuntimeError("cancel boom")
+    async with adapter as stream:
+        await stream.abort()
+        sdk_thread.close.assert_awaited_once()
+
+
+def _make_remote_graph() -> RemoteGraph:
+    sync_client = MagicMock()
+    async_client = MagicMock()
+    rg = RemoteGraph(
+        "agent",
+        client=async_client,
+        sync_client=sync_client,
+    )
+    return rg
+
+
+def test_reject_v3_unsupported_passes_when_all_clear():
+    rg = _make_remote_graph()
+    rg._reject_v3_unsupported(
+        control=None,
+        transformers=None,
+        interrupt_before=None,
+        interrupt_after=None,
+        extra_kwargs={},
+    )
+
+
+@pytest.mark.parametrize(
+    "kwarg_name,kwarg_value",
+    [
+        ("control", object()),
+        ("transformers", [object()]),
+        ("interrupt_before", ["node_a"]),
+        ("interrupt_after", ["node_b"]),
+    ],
+)
+def test_reject_v3_unsupported_raises_per_kwarg(kwarg_name, kwarg_value):
+    rg = _make_remote_graph()
+    kwargs = dict(
+        control=None,
+        transformers=None,
+        interrupt_before=None,
+        interrupt_after=None,
+        extra_kwargs={},
+    )
+    kwargs[kwarg_name] = kwarg_value
+    with pytest.raises(NotImplementedError, match=f"`{kwarg_name}=`"):
+        rg._reject_v3_unsupported(**kwargs)
+
+
+def test_reject_v3_unsupported_raises_on_unknown_extra_kwarg():
+    rg = _make_remote_graph()
+    with pytest.raises(NotImplementedError, match="context"):
+        rg._reject_v3_unsupported(
+            control=None,
+            transformers=None,
+            interrupt_before=None,
+            interrupt_after=None,
+            extra_kwargs={"context": {}},
+        )
+
+
+def test_reject_v3_unsupported_allows_metadata_and_headers():
+    rg = _make_remote_graph()
+    rg._reject_v3_unsupported(
+        control=None,
+        transformers=None,
+        interrupt_before=None,
+        interrupt_after=None,
+        extra_kwargs={"metadata": {"a": 1}, "headers": {"X": "y"}},
+    )
+
+
+def test_translate_command_input_surfaces_raw_resume_value():
+    # The v3 server wraps the resume `input` as {"resume": input} itself, so the
+    # wire `input` must be the raw resume value, not the serialized dataclass.
+    assert _translate_command_input(Command(resume="go")) == "go"
+    assert _translate_command_input(Command(resume={"id": "v"})) == {"id": "v"}
+
+
+def test_translate_command_input_rejects_goto_and_update():
+    with pytest.raises(NotImplementedError, match="goto"):
+        _translate_command_input(Command(goto="node_b"))
+    with pytest.raises(NotImplementedError, match="update"):
+        _translate_command_input(Command(update={"a": 1}))
+
+
+def test_translate_command_input_passes_through_non_command():
+    assert _translate_command_input({"a": 1}) == {"a": 1}
+    assert _translate_command_input(None) is None
+
+
+def test_v3_supported_kwargs_known_set():
+    assert _V3_SUPPORTED_KWARGS == frozenset({"metadata", "headers"})
+
+
+def test_stream_events_v3_constructs_sdk_thread_with_sanitized_args():
+    sync_client = MagicMock()
+    sdk_thread = MagicMock()
+    sync_client.threads.stream.return_value = sdk_thread
+    rg = RemoteGraph(
+        "agent",
+        client=MagicMock(),
+        sync_client=sync_client,
+    )
+    result = rg.stream_events(
+        {"input_key": 1},
+        config={"configurable": {"thread_id": "t1", "user": "u"}},
+        version="v3",
+    )
+    assert isinstance(result, _RemoteGraphRunStream)
+    sync_client.threads.stream.assert_called_once()
+    call = sync_client.threads.stream.call_args
+    assert call.kwargs["thread_id"] == "t1"
+    assert call.kwargs["assistant_id"] == "agent"
+    assert call.kwargs["headers"] is None
+
+
+def test_stream_events_v3_passes_none_thread_id_when_absent():
+    sync_client = MagicMock()
+    sync_client.threads.stream.return_value = MagicMock()
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=sync_client)
+    rg.stream_events({"x": 1}, version="v3")
+    call = sync_client.threads.stream.call_args
+    assert call.kwargs["thread_id"] is None
+
+
+def test_stream_events_v3_rejects_unsupported_kwargs_before_sdk_call():
+    sync_client = MagicMock()
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=sync_client)
+    with pytest.raises(NotImplementedError, match="control"):
+        rg.stream_events({"x": 1}, version="v3", control=object())
+    sync_client.threads.stream.assert_not_called()
+
+
+def test_stream_events_v3_translates_command_input():
+    sync_client = MagicMock()
+    sync_client.threads.stream.return_value = MagicMock()
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=sync_client)
+    # Resume Command surfaces its raw resume value as the wire `input`; the v3
+    # server wraps it as {"resume": input} once it detects the interrupt.
+    adapter = rg.stream_events(Command(resume="go"), version="v3")
+    assert adapter._start_kwargs["input"] == "go"
+
+
+def test_stream_events_v3_rejects_goto_update_command():
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=MagicMock())
+    with pytest.raises(NotImplementedError, match="goto"):
+        rg.stream_events(Command(goto="node_b"), version="v3")
+
+
+def test_stream_events_v3_strips_checkpoint_keys_from_configurable():
+    sync_client = MagicMock()
+    sync_client.threads.stream.return_value = MagicMock()
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=sync_client)
+    adapter = rg.stream_events(
+        {"x": 1},
+        config={
+            "configurable": {
+                "thread_id": "t1",
+                "checkpoint_id": "c1",
+                "checkpoint_ns": "ns",
+                "user": "u",
+            }
+        },
+        version="v3",
+    )
+    sent_config = adapter._start_kwargs["config"]
+    assert "checkpoint_id" not in sent_config["configurable"]
+    assert "checkpoint_ns" not in sent_config["configurable"]
+    assert sent_config["configurable"]["user"] == "u"
+
+
+def test_stream_events_v3_merges_tracing_headers_when_distributed_tracing(
+    monkeypatch,
+):
+    from langgraph.pregel import remote as remote_mod
+
+    sync_client = MagicMock()
+    sync_client.threads.stream.return_value = MagicMock()
+    rg = RemoteGraph(
+        "agent",
+        client=MagicMock(),
+        sync_client=sync_client,
+        distributed_tracing=True,
+    )
+    captured = {}
+
+    def fake_merge(headers):
+        captured["arg"] = headers
+        return {"x-ls-trace": "1", **(headers or {})}
+
+    monkeypatch.setattr(remote_mod, "_merge_tracing_headers", fake_merge)
+    rg.stream_events({"x": 1}, version="v3", headers={"X-Custom": "y"})
+    assert captured["arg"] == {"X-Custom": "y"}
+    sent_headers = sync_client.threads.stream.call_args.kwargs["headers"]
+    assert sent_headers["x-ls-trace"] == "1"
+    assert sent_headers["X-Custom"] == "y"
+
+
+def test_stream_events_v3_passes_headers_unchanged_without_tracing():
+    sync_client = MagicMock()
+    sync_client.threads.stream.return_value = MagicMock()
+    rg = RemoteGraph(
+        "agent",
+        client=MagicMock(),
+        sync_client=sync_client,
+        distributed_tracing=False,
+    )
+    rg.stream_events({"x": 1}, version="v3", headers={"X-Custom": "y"})
+    sent_headers = sync_client.threads.stream.call_args.kwargs["headers"]
+    assert sent_headers == {"X-Custom": "y"}
+
+
+def test_stream_events_non_v3_delegates_to_super():
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=MagicMock())
+    sync_client_attr = rg.sync_client
+    try:
+        rg.stream_events({"x": 1}, version="v2")
+    except Exception:
+        pass
+    sync_client_attr.threads.stream.assert_not_called()
+
+
+@pytest.mark.anyio
+async def test_astream_events_v3_constructs_sdk_thread():
+    client = MagicMock()
+    sdk_thread = MagicMock()
+    client.threads.stream.return_value = sdk_thread
+    rg = RemoteGraph("agent", client=client, sync_client=MagicMock())
+    result = await rg.astream_events(
+        {"x": 1},
+        config={"configurable": {"thread_id": "t1"}},
+        version="v3",
+    )
+    assert isinstance(result, _AsyncRemoteGraphRunStream)
+    call = client.threads.stream.call_args
+    assert call.kwargs["thread_id"] == "t1"
+    assert call.kwargs["assistant_id"] == "agent"
+
+
+@pytest.mark.anyio
+async def test_astream_events_v3_rejects_unsupported_kwargs():
+    client = MagicMock()
+    rg = RemoteGraph("agent", client=client, sync_client=MagicMock())
+    with pytest.raises(NotImplementedError, match="transformers"):
+        await rg.astream_events({"x": 1}, version="v3", transformers=[object()])
+    client.threads.stream.assert_not_called()
+
+
+@pytest.mark.anyio
+async def test_astream_events_non_v3_raises_not_implemented():
+    rg = RemoteGraph("agent", client=MagicMock(), sync_client=MagicMock())
+    with pytest.raises(NotImplementedError, match="not implemented"):
+        await rg.astream_events({"x": 1}, version="v2")

libs/langgraph/tests/test_retry.py

@@ -1,4 +1,5 @@
 import asyncio
+import contextlib
 import operator
 import sys
 import threading
@@ -35,7 +36,13 @@ from langgraph._internal._runnable import RunnableCallable
 from langgraph._internal._timeout import coerce_timeout_policy
 from langgraph.channels.ephemeral_value import EphemeralValue
 from langgraph.channels.last_value import LastValue
-from langgraph.errors import GraphInterrupt, NodeError, NodeTimeoutError, ParentCommand
+from langgraph.errors import (
+    GraphInterrupt,
+    NodeCancelledError,
+    NodeError,
+    NodeTimeoutError,
+    ParentCommand,
+)
 from langgraph.func import entrypoint, task
 from langgraph.graph import END, START, StateGraph, add_messages
 from langgraph.pregel import NodeBuilder, Pregel
@@ -63,6 +70,18 @@ NEEDS_CONTEXTVARS = pytest.mark.skipif(
     reason="Python 3.11+ is required for async contextvars support",
 )
 
+# `asyncio.Task.cancelling()` is Python 3.11+. The LSD-1507 fix in
+# `langgraph/pregel/_retry.py` falls back to a no-op on 3.10 (preserves the
+# existing CancelledError-as-silent-tear-down behaviour) because there is no
+# reliable way to distinguish user-raised from framework-initiated
+# cancellation without that API. Tests for the converted behaviour gate on
+# the same Python version boundary.
+NEEDS_TASK_CANCELLING = pytest.mark.skipif(
+    sys.version_info < (3, 11),
+    reason="LSD-1507 user-cancellation conversion requires Python 3.11+ "
+    "(asyncio.Task.cancelling)",
+)
+
 
 def test_should_retry_on_single_exception():
     """Test retry with a single exception type."""
@@ -2802,3 +2821,123 @@ def test_error_handler_resumes_after_crash_multiple_nodes():
     assert call_count["handler_b"] == 2  # ran again on resume
     assert "recovered_a:a" in result["results"]
     assert "recovered_b:b" in result["results"]
+
+
+@NEEDS_TASK_CANCELLING
+@pytest.mark.anyio
+async def test_arun_with_retry_user_raised_cancelled_becomes_node_cancelled():
+    class UserCancelsProc:
+        async def ainvoke(self, input, config):
+            raise asyncio.CancelledError("nope")
+
+    task = _make_task(UserCancelsProc(), name="user-cancel")
+
+    with pytest.raises(NodeCancelledError) as excinfo:
+        await arun_with_retry(task, retry_policy=None)
+    assert excinfo.value.node == "user-cancel"
+    # original CancelledError chained for debugging
+    assert isinstance(excinfo.value.__cause__, asyncio.CancelledError)
+
+
+@NEEDS_TASK_CANCELLING
+@pytest.mark.anyio
+async def test_arun_with_retry_user_raised_cancelled_with_timeout_policy():
+    """The timeout path runs the node in a child task; the conversion must
+    still trigger for user-raised ``CancelledError``."""
+
+    class UserCancelsProc:
+        async def ainvoke(self, input, config):
+            raise asyncio.CancelledError
+
+    task = _make_task(
+        UserCancelsProc(), timeout=_idle_timeout(1.0), name="user-cancel-timed"
+    )
+
+    with pytest.raises(NodeCancelledError) as excinfo:
+        await arun_with_retry(task, retry_policy=None)
+    assert excinfo.value.node == "user-cancel-timed"
+
+
+def test_run_with_retry_sync_node_raising_cancelled_becomes_node_cancelled():
+    class SyncUserCancelsProc:
+        def invoke(self, input, config):
+            raise asyncio.CancelledError("sync nope")
+
+    task = _make_task(SyncUserCancelsProc(), timeout=None, name="sync-user-cancel")
+
+    with pytest.raises(NodeCancelledError) as excinfo:
+        run_with_retry(task, retry_policy=None)
+    assert excinfo.value.node == "sync-user-cancel"
+    assert isinstance(excinfo.value.__cause__, asyncio.CancelledError)
+
+
+@NEEDS_TASK_CANCELLING
+@pytest.mark.anyio
+async def test_arun_with_retry_external_cancel_propagates_as_cancelled():
+    """When the asyncio task running ``arun_with_retry`` is cancelled from the
+    outside, the cancellation must still propagate as
+    ``asyncio.CancelledError``. Converting it to ``NodeCancelledError`` would
+    break the runner's ability to cancel sibling tasks during cleanup."""
+
+    started = asyncio.Event()
+    observed: list[BaseException] = []
+
+    class SlowProc:
+        async def ainvoke(self, input, config):
+            started.set()
+            await asyncio.sleep(10.0)
+            return "never"
+
+    task = _make_task(SlowProc(), timeout=None, name="external-cancel")
+
+    async def runner():
+        try:
+            await arun_with_retry(task, retry_policy=None)
+        except BaseException as exc:
+            observed.append(exc)
+            raise
+
+    bg = asyncio.create_task(runner())
+    await started.wait()
+    bg.cancel()
+    # We expect the cancellation to surface to us as well; swallow it here so
+    # the test runner's own task isn't poisoned by the cancel.
+    with contextlib.suppress(asyncio.CancelledError):
+        await bg
+    assert observed, "runner did not observe any exception"
+    # Framework cancellation must remain a CancelledError, not be rewritten as
+    # NodeCancelledError.
+    assert isinstance(observed[0], asyncio.CancelledError)
+    assert not isinstance(observed[0], NodeCancelledError)
+
+
+@NEEDS_TASK_CANCELLING
+@pytest.mark.anyio
+async def test_pregel_user_raised_cancellederror_fails_run():
+    """End-to-end: a two-branch graph where one branch raises
+    ``asyncio.CancelledError`` must fail the run instead of returning
+    a partial-success state. This is the LSD-1507 customer scenario."""
+
+    class _S(TypedDict, total=False):
+        vals: Annotated[list[str], operator.add]
+
+    async def ok(state: _S) -> _S:
+        return {"vals": ["ok"]}
+
+    async def boom(state: _S) -> _S:
+        raise asyncio.CancelledError("user-raised in node body")
+
+    graph = (
+        StateGraph(_S)
+        .add_node("ok", ok)
+        .add_node("boom", boom)
+        .add_edge(START, "ok")
+        .add_edge(START, "boom")
+        .add_edge("ok", END)
+        .add_edge("boom", END)
+        .compile()
+    )
+
+    with pytest.raises(NodeCancelledError) as excinfo:
+        await graph.ainvoke({"vals": []})
+    assert excinfo.value.node == "boom"

libs/langgraph/tests/test_stream_lifecycle_transformer.py

@@ -35,20 +35,25 @@ def _tasks_start(
     *,
     task_id: str,
     name: str,
+    metadata: dict[str, Any] | None = None,
+    input: Any = None,
 ) -> dict[str, Any]:
     """Build a `tasks` ProtocolEvent carrying a TaskPayload (start)."""
+    data: dict[str, Any] = {
+        "id": task_id,
+        "name": name,
+        "input": input,
+        "triggers": [],
+    }
+    if metadata is not None:
+        data["metadata"] = metadata
     return {
         "type": "event",
         "method": "tasks",
         "params": {
             "namespace": namespace,
             "timestamp": TS,
-            "data": {
-                "id": task_id,
-                "name": name,
-                "input": None,
-                "triggers": [],
-            },
+            "data": data,
         },
     }
 
@@ -404,3 +409,272 @@ def test_stream_events_v3_with_nested_parent_ns_scopes_lifecycle() -> None:
         assert ns[:1] == ("outer:abc",), (
             f"namespace {ns} not within scoped prefix ('outer:abc',)"
         )
+
+
+# ---------------------------------------------------------------------------
+# Parsed-segment fallback (no subagent boundary)
+# ---------------------------------------------------------------------------
+
+
+def test_no_metadata_falls_through_to_existing_behavior() -> None:
+    """Tasks events without metadata produce the same output as before T4."""
+    mux = _build_lifecycle_mux()
+    mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
+
+    [payload] = _drain_lifecycle(mux)
+    assert payload["graph_name"] == "agent"
+    assert payload["trigger_call_id"] == "abc"
+    assert "cause" not in payload
+
+
+def test_empty_metadata_dict_falls_through() -> None:
+    """An explicit empty metadata dict is treated the same as no metadata."""
+    mux = _build_lifecycle_mux()
+    mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool", metadata={}))
+
+    [payload] = _drain_lifecycle(mux)
+    assert payload["graph_name"] == "agent"
+    assert "cause" not in payload
+
+
+# ---------------------------------------------------------------------------
+# Subagent discrimination via lc_agent_name transition
+# ---------------------------------------------------------------------------
+#
+# A nested task is a subagent iff its metadata["lc_agent_name"] is present and
+# differs from its PARENT namespace's lc_agent_name. These tests replicate the
+# empirically-verified `create_agent` stream shape synthetically:
+#
+#   - A supervisor created via `create_agent(name="supervisor")` emits its own
+#     node tasks (model, tools) at ns=(), each with
+#     metadata["lc_agent_name"] == "supervisor".
+#   - The parent `tools` task at ns=() carries a `tool_call_with_context`
+#     dict as its `input` (with the LLM tool_call_id at
+#     input["tool_call"]["id"]) and a task `id`. (A legacy / batched shape
+#     passes a list of tool-call dicts instead; both are exercised below.)
+#   - When a tool body invokes an inner `create_agent(name="weather_agent")`,
+#     the inner agent's node tasks stream at ns=("tools:<taskid>",) with
+#     metadata["lc_agent_name"] == "weather_agent", sharing the SAME <taskid>
+#     as the parent `tools` task.
+#   - A plain StateGraph (no name) inherits the parent's lc_agent_name, so its
+#     child lc == parent lc -> NOT a subagent.
+
+
+def test_lifecycle_uses_lc_agent_name_for_subagent() -> None:
+    """A nested run whose lc_agent_name differs from its parent's is a subagent.
+
+    graph_name becomes the child's lc_agent_name; cause is recovered by joining
+    the child segment's task-id to the parent push task's tool call. This uses
+    the production `tool_call_with_context` dict input shape current langgraph
+    emits (tool_call_id at input["tool_call"]["id"]).
+    """
+    mux = _build_lifecycle_mux()
+    # Supervisor's `tools` push task at scope ns: carries its own lc_agent_name
+    # and a `tool_call_with_context` dict as `input`. Each tool call is its own
+    # push task, and the task id seeds the child segment.
+    mux.push(
+        _tasks_start(
+            [],
+            task_id="tools_task_1",
+            name="tools",
+            metadata={"lc_agent_name": "supervisor"},
+            input={
+                "__type": "tool_call_with_context",
+                "tool_call": {
+                    "name": "call_weather",
+                    "args": {"city": "Boston"},
+                    "id": "call_w",
+                    "type": "tool_call",
+                },
+                "state": {},
+            },
+        )
+    )
+    # Inner weather_agent's first node task streams under the parent `tools`
+    # task's namespace segment (shared task id) with its own lc_agent_name.
+    mux.push(
+        _tasks_start(
+            ["tools:tools_task_1"],
+            task_id="inner_model_1",
+            name="model",
+            metadata={"lc_agent_name": "weather_agent"},
+        )
+    )
+
+    payloads = _drain_lifecycle(mux)
+    started = [p for p in payloads if p["event"] == "started"]
+    [subagent] = [p for p in started if p["namespace"] == ["tools:tools_task_1"]]
+    assert subagent["graph_name"] == "weather_agent", (
+        "graph_name should be the child's lc_agent_name, not the parsed segment"
+    )
+    assert subagent["cause"] == {"type": "toolCall", "tool_call_id": "call_w"}, (
+        "cause should recover the triggering tool_call_id from the parent push "
+        "task's tool_call_with_context input via the shared task id"
+    )
+
+
+def test_lifecycle_subagent_cause_from_legacy_list_input() -> None:
+    """cause recovery also handles the legacy / batched list input shape.
+
+    A parent task whose `input` is a list of tool-call dicts (rather than a
+    `tool_call_with_context` dict) still seeds the tool_call_id join.
+    """
+    mux = _build_lifecycle_mux()
+    mux.push(
+        _tasks_start(
+            [],
+            task_id="tools_task_1",
+            name="tools",
+            metadata={"lc_agent_name": "supervisor"},
+            input=[{"name": "call_weather", "args": {"city": "SF"}, "id": "call_w"}],
+        )
+    )
+    mux.push(
+        _tasks_start(
+            ["tools:tools_task_1"],
+            task_id="inner_model_1",
+            name="model",
+            metadata={"lc_agent_name": "weather_agent"},
+        )
+    )
+
+    payloads = _drain_lifecycle(mux)
+    started = [p for p in payloads if p["event"] == "started"]
+    [subagent] = [p for p in started if p["namespace"] == ["tools:tools_task_1"]]
+    assert subagent["graph_name"] == "weather_agent"
+    assert subagent["cause"] == {"type": "toolCall", "tool_call_id": "call_w"}
+
+
+def test_lifecycle_same_name_nested_run_is_surfaced() -> None:
+    """A nested run whose lc_agent_name matches the parent's is still surfaced.
+
+    A subagent that invokes itself re-asserts its own lc_agent_name, so child
+    lc == parent lc. The discriminator surfaces any nested run carrying an
+    lc_agent_name, so the recursive call is reported (named after the agent,
+    with the triggering tool call as cause).
+
+    Trade-off: a non-agent subgraph that merely inherited the parent's
+    lc_agent_name would also surface here. That is accepted; a caller can null
+    lc_agent_name in the config it invokes such a graph with to exclude it.
+    """
+    mux = _build_lifecycle_mux()
+    mux.push(
+        _tasks_start(
+            [],
+            task_id="tools_task_1",
+            name="tools",
+            metadata={"lc_agent_name": "weather_agent"},
+            input={
+                "__type": "tool_call_with_context",
+                "tool_call": {
+                    "name": "recurse",
+                    "args": {},
+                    "id": "call_x",
+                    "type": "tool_call",
+                },
+                "state": {},
+            },
+        )
+    )
+    # The agent invokes itself: the nested run re-asserts the SAME lc_agent_name.
+    mux.push(
+        _tasks_start(
+            ["tools:tools_task_1"],
+            task_id="inner_node_1",
+            name="model",
+            metadata={"lc_agent_name": "weather_agent"},
+        )
+    )
+
+    payloads = _drain_lifecycle(mux)
+    started = [p for p in payloads if p["event"] == "started"]
+    [nested] = [p for p in started if p["namespace"] == ["tools:tools_task_1"]]
+    assert nested["graph_name"] == "weather_agent", (
+        "a same-named nested run (e.g. self-recursion) must still be surfaced"
+    )
+    assert nested["cause"] == {"type": "toolCall", "tool_call_id": "call_x"}
+
+
+def test_lifecycle_unnamed_nested_agent_is_not_subagent() -> None:
+    """A nested run with lc_agent_name None is excluded (not a subagent)."""
+    mux = _build_lifecycle_mux()
+    mux.push(
+        _tasks_start(
+            [],
+            task_id="tools_task_1",
+            name="tools",
+            metadata={"lc_agent_name": "supervisor"},
+            input={
+                "__type": "tool_call_with_context",
+                "tool_call": {
+                    "name": "lookup",
+                    "args": {},
+                    "id": "call_x",
+                    "type": "tool_call",
+                },
+                "state": {},
+            },
+        )
+    )
+    mux.push(
+        _tasks_start(
+            ["plain:tools_task_1"],
+            task_id="inner_node_1",
+            name="inner_node",
+            metadata={"lc_agent_name": None},
+        )
+    )
+
+    payloads = _drain_lifecycle(mux)
+    started = [p for p in payloads if p["event"] == "started"]
+    [nested] = [p for p in started if p["namespace"] == ["plain:tools_task_1"]]
+    assert nested["graph_name"] == "plain"
+    assert "cause" not in nested
+
+
+def test_lifecycle_subagent_terminal_roundtrip() -> None:
+    """A detected subagent closes with `completed` when its parent task results.
+
+    Pushes the subagent's `started` (via the `tool_call_with_context` parent
+    plus the child task event) and then the parent push task's terminal
+    result, asserting the namespace is closed and the `started` payload's
+    projected graph_name / cause survive the roundtrip.
+    """
+    mux = _build_lifecycle_mux()
+    mux.push(
+        _tasks_start(
+            [],
+            task_id="tools_task_1",
+            name="tools",
+            metadata={"lc_agent_name": "supervisor"},
+            input={
+                "__type": "tool_call_with_context",
+                "tool_call": {
+                    "name": "call_weather",
+                    "args": {"city": "Boston"},
+                    "id": "call_w",
+                    "type": "tool_call",
+                },
+                "state": {},
+            },
+        )
+    )
+    mux.push(
+        _tasks_start(
+            ["tools:tools_task_1"],
+            task_id="inner_model_1",
+            name="model",
+            metadata={"lc_agent_name": "weather_agent"},
+        )
+    )
+    # The parent push task (id=tools_task_1, at scope ns) finishes, closing
+    # the subagent subgraph that streamed under `tools:tools_task_1`.
+    mux.push(_tasks_result([], task_id="tools_task_1", name="tools"))
+
+    payloads = _drain_lifecycle(mux)
+    ns = ["tools:tools_task_1"]
+    subagent = [p for p in payloads if p["namespace"] == ns]
+    assert [p["event"] for p in subagent] == ["started", "completed"]
+    started, _completed = subagent
+    assert started["graph_name"] == "weather_agent"
+    assert started["cause"] == {"type": "toolCall", "tool_call_id": "call_w"}

libs/langgraph/tests/test_utils.py

@@ -15,12 +15,14 @@ from unittest.mock import MagicMock, patch
 
 import langsmith
 import pytest
+from langchain_core.callbacks import BaseCallbackHandler, CallbackManager
 from langchain_core.runnables import RunnableConfig
 from langchain_core.tracers import LangChainTracer
 from typing_extensions import NotRequired, Required, TypedDict
 
 from langgraph._internal._config import (
     _is_not_empty,
+    _merge_callbacks,
     ensure_config,
     get_callback_manager_for_config,
 )
@@ -427,3 +429,128 @@ def test_callback_manager_copies_configurable_ids_to_tracing_metadata() -> None:
         "thread_id": "th-123",
         "user_id": "uid-1",
     }
+
+
+class _TrackingCB(BaseCallbackHandler):
+    """Minimal callback handler used only as a sentinel for merge tests."""
+
+    def __init__(self, tag: str) -> None:
+        self.tag = tag
+
+    def __eq__(self, other: object) -> bool:
+        return isinstance(other, _TrackingCB) and self.tag == other.tag
+
+    def __hash__(self) -> int:
+        return hash(self.tag)
+
+
+def test_merge_callbacks_none_base_list_new() -> None:
+    cb = _TrackingCB("a")
+    merged = _merge_callbacks(None, [cb])
+    assert merged == [cb]
+
+
+def test_merge_callbacks_list_base_list_new() -> None:
+    a, b = _TrackingCB("a"), _TrackingCB("b")
+    merged = _merge_callbacks([a], [b])
+    assert merged == [a, b]
+
+
+def test_merge_callbacks_list_base_manager_new() -> None:
+    a = _TrackingCB("a")
+    mgr = CallbackManager(handlers=[_TrackingCB("b")])
+    merged = _merge_callbacks([a], mgr)
+    assert isinstance(merged, CallbackManager)
+    assert _TrackingCB("a") in merged.handlers
+    assert _TrackingCB("b") in merged.handlers
+
+
+def test_merge_callbacks_manager_base_list_new() -> None:
+    mgr = CallbackManager(handlers=[_TrackingCB("a")])
+    b = _TrackingCB("b")
+    merged = _merge_callbacks(mgr, [b])
+    assert isinstance(merged, CallbackManager)
+    assert _TrackingCB("a") in merged.handlers
+    assert _TrackingCB("b") in merged.handlers
+
+
+def test_merge_callbacks_manager_base_manager_new() -> None:
+    mgr_a = CallbackManager(handlers=[_TrackingCB("a")])
+    mgr_b = CallbackManager(handlers=[_TrackingCB("b")])
+    merged = _merge_callbacks(mgr_a, mgr_b)
+    assert isinstance(merged, CallbackManager)
+    assert _TrackingCB("a") in merged.handlers
+    assert _TrackingCB("b") in merged.handlers
+
+
+def test_merge_callbacks_none_base_none_new() -> None:
+    merged = _merge_callbacks(None, None)
+    assert merged is None
+
+
+def test_ensure_config_merges_configurable_across_configs() -> None:
+    a = {"configurable": {"ls_agent_type": "root"}}
+    b = {"configurable": {"thread_id": "T1"}}
+    merged = ensure_config(a, b)
+    assert merged["configurable"]["ls_agent_type"] == "root"
+    assert merged["configurable"]["thread_id"] == "T1"
+
+
+def test_ensure_config_configurable_later_wins_per_key() -> None:
+    a = {"configurable": {"shared": "from_a", "only_a": "A"}}
+    b = {"configurable": {"shared": "from_b", "only_b": "B"}}
+    merged = ensure_config(a, b)
+    assert merged["configurable"]["shared"] == "from_b"  # later wins per key
+    assert merged["configurable"]["only_a"] == "A"
+    assert merged["configurable"]["only_b"] == "B"
+
+
+def test_ensure_config_merges_metadata_across_configs() -> None:
+    a = {"metadata": {"user_id": "U1"}}
+    b = {"metadata": {"correlation_id": "C1"}}
+    merged = ensure_config(a, b)
+    assert merged["metadata"]["user_id"] == "U1"
+    assert merged["metadata"]["correlation_id"] == "C1"
+
+
+def test_ensure_config_metadata_later_wins_per_key() -> None:
+    a = {"metadata": {"shared": "from_a"}}
+    b = {"metadata": {"shared": "from_b"}}
+    merged = ensure_config(a, b)
+    assert merged["metadata"]["shared"] == "from_b"
+
+
+def test_ensure_config_merges_tags_across_configs() -> None:
+    a = {"tags": ["alpha"]}
+    b = {"tags": ["beta"]}
+    merged = ensure_config(a, b)
+    assert merged["tags"] == ["alpha", "beta"]
+
+
+def test_ensure_config_tags_concat_preserves_order_and_duplicates() -> None:
+    # Plain concat (matches merge_configs in this file — no dedup, no sort).
+    a = {"tags": ["shared", "alpha"]}
+    b = {"tags": ["shared", "beta"]}
+    merged = ensure_config(a, b)
+    assert merged["tags"] == ["shared", "alpha", "shared", "beta"]
+
+
+def test_ensure_config_merges_callbacks_across_configs() -> None:
+    a_cb = _TrackingCB("a")
+    b_cb = _TrackingCB("b")
+    merged = ensure_config({"callbacks": [a_cb]}, {"callbacks": [b_cb]})
+    assert merged["callbacks"] == [a_cb, b_cb]
+
+
+def test_ensure_config_none_inputs_ignored() -> None:
+    # mixed with None should not raise
+    merged = ensure_config(None, {"tags": ["t"]}, None)
+    assert merged["tags"] == ["t"]
+
+
+def test_ensure_config_empty_inputs() -> None:
+    # everything empty -> defaults
+    merged = ensure_config()
+    assert merged["tags"] == []
+    assert merged["configurable"] == {}
+    assert merged["callbacks"] is None

libs/langgraph/uv.lock

@@ -1370,19 +1370,19 @@ wheels = [
 
 [[package]]
 name = "langchain-protocol"
-version = "0.0.14"
+version = "0.0.15"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/05/bf/efb5e2ed832e4d6d45590e25a9e5191986b291b543bc6a807b48bee070b0/langchain_protocol-0.0.14.tar.gz", hash = "sha256:bc1e8553122e6ede310280462d5813023a172ff2785ccbbdec54d43f3a15e5f2", size = 5862, upload-time = "2026-04-29T16:40:18.657Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/4f/24/9777489d6fbbee64af0c8f96d4f840239c408cf694f3394672807dafc490/langchain_protocol-0.0.15.tar.gz", hash = "sha256:9ab2d11ee73944754f10e037e717098d3a6796f0e58afa9cadda6154e7655ade", size = 5862, upload-time = "2026-05-01T22:30:04.748Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c2/e9/06c47ecb2aff08f83dfa30058da3bf86be64862c19569043ed5331bbeecd/langchain_protocol-0.0.14-py3-none-any.whl", hash = "sha256:ffc35089779bd8ca217015180cef5e660fc3b074efdaa0f2e95df73583f1a047", size = 6984, upload-time = "2026-04-29T16:40:17.841Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/7a/9c97a7b9cbe4c5dc6a44cdb1545450c28f0c8ce89b9c1f0ee7fbad896263/langchain_protocol-0.0.15-py3-none-any.whl", hash = "sha256:461eb794358f83d5e42635a5797799ffec7b4702314e34edf73ac21e75d3ef79", size = 6982, upload-time = "2026-05-01T22:30:03.877Z" },
 ]
 
 [[package]]
 name = "langgraph"
-version = "1.2.1"
+version = "1.2.2"
 source = { editable = "." }
 dependencies = [
     { name = "langchain-core" },
@@ -1721,7 +1721,7 @@ inmem = [
 requires-dist = [
     { name = "click", specifier = ">=8.1.7" },
     { name = "httpx", specifier = ">=0.24.0" },
-    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.9.0" },
+    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.10.0" },
     { name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.7" },
     { name = "langgraph-sdk", marker = "python_full_version >= '3.11'", specifier = ">=0.1.0" },
     { name = "pathspec", specifier = ">=0.11.0" },
@@ -1828,13 +1828,19 @@ name = "langgraph-sdk"
 source = { editable = "../sdk-py" }
 dependencies = [
     { name = "httpx" },
+    { name = "langchain-core" },
+    { name = "langchain-protocol" },
     { name = "orjson" },
+    { name = "websockets" },
 ]
 
 [package.metadata]
 requires-dist = [
     { name = "httpx", specifier = ">=0.25.2" },
+    { name = "langchain-core", specifier = ">=1.4.0,<2" },
+    { name = "langchain-protocol", specifier = ">=0.0.15" },
     { name = "orjson", specifier = ">=3.11.5" },
+    { name = "websockets", specifier = ">=14,<16" },
 ]
 
 [package.metadata.requires-dev]
@@ -4007,6 +4013,65 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/34/db/b10e48aa8fff7407e67470363eac595018441cf32d5e1001567a7aeba5d2/websocket_client-1.9.0-py3-none-any.whl", hash = "sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef", size = 82616, upload-time = "2025-10-07T21:16:34.951Z" },
 ]
 
+[[package]]
+name = "websockets"
+version = "15.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/21/e6/26d09fab466b7ca9c7737474c52be4f76a40301b08362eb2dbc19dcc16c1/websockets-15.0.1.tar.gz", hash = "sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee", size = 177016, upload-time = "2025-03-05T20:03:41.606Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1e/da/6462a9f510c0c49837bbc9345aca92d767a56c1fb2939e1579df1e1cdcf7/websockets-15.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b", size = 175423, upload-time = "2025-03-05T20:01:35.363Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/9f/9d11c1a4eb046a9e106483b9ff69bce7ac880443f00e5ce64261b47b07e7/websockets-15.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205", size = 173080, upload-time = "2025-03-05T20:01:37.304Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/4f/b462242432d93ea45f297b6179c7333dd0402b855a912a04e7fc61c0d71f/websockets-15.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5756779642579d902eed757b21b0164cd6fe338506a8083eb58af5c372e39d9a", size = 173329, upload-time = "2025-03-05T20:01:39.668Z" },
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libs/prebuilt/uv.lock

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-version = "1.2.1"
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 source = { editable = "../sdk-py" }
 dependencies = [
     { name = "httpx" },
+    { name = "langchain-core" },
+    { name = "langchain-protocol" },
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     { name = "orjson", specifier = ">=3.11.5" },
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+]
+
 [[package]]
 name = "xxhash"
 version = "3.6.0"

libs/sdk-py/CHANGELOG.md

@@ -0,0 +1,48 @@
+# Changelog
+
+## Unreleased
+
+### Added
+
+- **Thread-centric streaming (v3)** — `client.threads.stream()` returns an
+  `AsyncThreadStream` (or `SyncThreadStream`) context manager that owns one
+  SSE or WebSocket connection for the lifetime of a thread session.
+
+- **Typed projections** — `thread.messages`, `thread.tool_calls`,
+  `thread.values`, and `thread.extensions[name]` all share the same underlying
+  transport connection. Iterating multiple projections concurrently expands the
+  server-side filter union without opening additional connections.
+
+- **Scoped subgraph handles** — `thread.subgraphs` (alias `thread.subagents`)
+  yields one `ScopedStreamHandle` per direct child invocation, each exposing
+  `.messages`, `.tool_calls`, and `.subgraphs` scoped to that namespace.
+
+- **WebSocket transport** — pass `transport="websocket"` to
+  `client.threads.stream()` to use a WebSocket connection instead of SSE
+  (async client only).
+
+- **Automatic reconnect** — the shared SSE fan-out and the lifecycle watcher
+  both reconnect on transport drops, replaying missed events via a `since`
+  cursor and deduplicating by `event_id`.
+
+- **`thread.agent.get_tree()`** — fetches the assistant graph definition for
+  the current session's `assistant_id` with optional `xray` depth control.
+
+- **`thread.run.respond()`** — resumes a run after a server-side interrupt,
+  resolving the outstanding `InterruptPayload` by `interrupt_id`.
+
+- **`thread.output`** — awaitable that resolves to the terminal thread state
+  `values` dict after the run lifecycle completes.
+
+### Changed
+
+- `client.threads.stream()` now accepts `transport="sse"` (default) or
+  `transport="websocket"` in place of the previous transport-agnostic default.
+
+### Notes
+
+- The v3 streaming surface (`AsyncThreadStream`, `SyncThreadStream`, and all
+  projection classes) is **new** in this release. The existing
+  `client.runs.stream()` (v2) surface is unchanged and remains fully supported.
+- `thread_id` is minted client-side (UUIDv4) when not provided; the server
+  creates the thread row lazily on the first `run.start`.

libs/sdk-py/MIGRATION.md

@@ -0,0 +1,118 @@
+# Migration Guide: v2 → v3 Streaming
+
+`client.runs.stream()` (v2) remains fully supported. This guide covers how to
+adopt the new `client.threads.stream()` (v3) surface when you want typed
+projections, shared SSE fan-out, or WebSocket transport.
+
+## Minimal before/after
+
+**v2 — `client.runs.stream()`**
+
+```python
+from langgraph_sdk import get_client
+
+client = get_client()
+
+thread = await client.threads.create()
+async for chunk in client.runs.stream(
+    thread["thread_id"],
+    "agent",
+    input={"messages": [{"role": "user", "content": "hello"}]},
+    stream_mode="messages",
+):
+    print(chunk.event, chunk.data)
+```
+
+**v3 — `client.threads.stream()`**
+
+```python
+from langgraph_sdk import get_client
+import asyncio
+
+client = get_client()
+
+async with client.threads.stream(assistant_id="agent") as thread:
+    await thread.run.start(input={"messages": [{"role": "user", "content": "hello"}]})
+
+    async for stream in thread.messages:
+        print(await stream.text)
+```
+
+## Key differences
+
+| | v2 `client.runs.stream()` | v3 `client.threads.stream()` |
+|---|---|---|
+| Thread creation | Explicit `client.threads.create()` | Lazy (minted client-side if omitted) |
+| Connection per run | Yes | No — shared SSE for the session |
+| Typed projections | No (raw `StreamPart`) | Yes (`messages`, `tool_calls`, `values`, …) |
+| Subgraph streaming | Not supported | `thread.subgraphs` / `thread.subagents` |
+| WebSocket transport | No | Yes (`transport="websocket"`, async only) |
+| Interrupt handling | Manual polling | `thread.interrupted` / `thread.run.respond()` |
+| Terminal state | Included in stream | `await thread.output` |
+
+## Reattaching to an existing thread
+
+```python
+async with client.threads.stream(
+    thread_id="existing-thread-id",
+    assistant_id="agent",
+) as thread:
+    # If the run already completed, thread.output resolves immediately.
+    result = await thread.output
+```
+
+## Consuming multiple projections concurrently
+
+All projections share one SSE connection. Use `asyncio.gather` (or
+`asyncio.TaskGroup`) to start multiple consumers before any single projection
+has finished — the fan-out task routes events to all subscribers in parallel.
+
+```python
+async with client.threads.stream(assistant_id="agent") as thread:
+    await thread.run.start(input={"messages": [{"role": "user", "content": "hi"}]})
+
+    async def collect_messages():
+        return [s async for s in thread.messages]
+
+    async def collect_tool_calls():
+        return [c async for c in thread.tool_calls]
+
+    messages, tool_calls = await asyncio.gather(
+        collect_messages(),
+        collect_tool_calls(),
+    )
+```
+
+## Human-in-the-loop (interrupts)
+
+```python
+async with client.threads.stream(assistant_id="agent") as thread:
+    await thread.run.start(input={"messages": [{"role": "user", "content": "book a flight"}]})
+
+    # Wait for the run to pause at an interrupt node.
+    # thread.interrupted becomes True when input.requested arrives.
+    while not thread.interrupted:
+        await asyncio.sleep(0.1)
+
+    # Resume with a human response (unambiguous when only one interrupt is outstanding).
+    await thread.run.respond("yes, confirm booking")
+
+    result = await thread.output
+```
+
+## Sync client
+
+The sync client mirrors the async API without `async`/`await`:
+
+```python
+from langgraph_sdk import get_sync_client
+
+client = get_sync_client()
+
+with client.threads.stream(assistant_id="agent") as thread:
+    thread.run.start(input={"messages": [{"role": "user", "content": "hello"}]})
+    for stream in thread.messages:
+        print(stream.text)
+```
+
+The sync client uses SSE only (`transport="websocket"` is not supported).

libs/sdk-py/README.md

@@ -33,3 +33,43 @@ input = {"messages": [{"role": "human", "content": "what's the weather in la"}]}
 async for chunk in client.runs.stream(thread['thread_id'], agent['assistant_id'], input=input):
     print(chunk)
 ```
+
+## Known Limitations
+
+- **WebSocket transport** requires `websockets>=14` and is only available on the async client (`AsyncThreadStream`). The sync client (`SyncThreadStream`) uses SSE exclusively.
+- **`thread.extensions[name]`** opens a new subscription each time the same name is accessed. Assign the projection to a variable and reuse it within a single session rather than re-indexing across multiple iterations.
+- **Sync streaming** drives the lifecycle watcher in a background thread. Long-lived sync sessions will hold that thread open until the context manager exits.
+- **Reconnect attempts** are limited to 5 by default for both the shared SSE fan-out and the lifecycle watcher. Persistent network partitions will surface as `RuntimeError` on in-flight projections.
+
+## Thread-Centric Streaming (v3)
+
+`client.threads.stream()` returns a context manager that owns the SSE session for one
+thread. Typed projections — values snapshots, message streams, tool calls, custom
+events — all share the same underlying connection.
+
+```python
+from langgraph_sdk import get_client
+import asyncio
+
+client = get_client()
+
+async with client.threads.stream(
+    thread_id="my-thread",
+    assistant_id="agent",
+) as thread:
+    await thread.run.start(input={"messages": [{"role": "user", "content": "hi"}]})
+
+    # Start all consumers concurrently so they share one SSE connection.
+    async def get_messages():
+        return [s async for s in thread.messages]
+
+    async def get_tool_calls():
+        return [c async for c in thread.tool_calls]
+
+    messages, tool_calls = await asyncio.gather(get_messages(), get_tool_calls())
+
+    for stream in messages:
+        print(await stream.text)          # accumulated text
+
+    final = await thread.output           # terminal state values
+```

libs/sdk-py/integration/Dockerfile

@@ -0,0 +1,27 @@
+# Thin layer on top of the latest published langgraph-api image.
+#
+# The base image bundles `langgraph_api`, `langgraph_runtime_postgres`,
+# `langgraph_license`, `langgraph_grpc_common`, the Go `core-api-grpc`
+# binary, and an entrypoint that starts both the gRPC server and uvicorn
+# (`/storage/entrypoint.sh`). It also ships langgraph + langchain-core.
+#
+# We track the `latest-py3.12` tag rather than pinning a specific revision
+# so CI surfaces upstream regressions early. If the base shifts under us,
+# `docker compose build` will pick up the new digest on the next run.
+#
+# The image is the `licensed` variant, so it requires either a real
+# `LANGSMITH_API_KEY` or a `LANGGRAPH_CLOUD_LICENSE_KEY` at runtime
+# (passed through from the host shell / CI secrets, see docker-compose.yml).
+
+FROM langchain/langgraph-api:latest-py3.12
+
+# Graph dependencies not in the base image. `deepagents` is required for
+# the deep_agent graph; the supervisor and researcher use a fake chat
+# model (no `langchain-anthropic`) so no LLM API key is needed.
+RUN pip install --no-cache-dir \
+    "langchain>=1.3.0" \
+    "deepagents>=0.6.2"
+
+# Project graphs + registration config.
+COPY graph/ /app/graph/
+COPY langgraph.json /app/langgraph.json

libs/sdk-py/integration/docker-compose.yml

@@ -0,0 +1,91 @@
+name: langgraph-v3-integration
+
+services:
+  postgres:
+    image: pgvector/pgvector:pg16
+    environment:
+      POSTGRES_DB: postgres
+      POSTGRES_USER: postgres
+      POSTGRES_PASSWORD: postgres
+    command: ["postgres", "-c", "shared_preload_libraries=vector", "-c", "max_connections=150"]
+    ports:
+      - "5443:5432"
+    healthcheck:
+      test: pg_isready -U postgres
+      interval: 5s
+      timeout: 1s
+      retries: 5
+      start_period: 10s
+    tmpfs:
+      - /var/lib/postgresql/data
+
+  redis:
+    image: redis:7-alpine
+    command: redis-server --maxmemory 256mb --maxmemory-policy allkeys-lru
+    ports:
+      - "6380:6379"
+    healthcheck:
+      test: redis-cli ping
+      interval: 5s
+      timeout: 1s
+      retries: 5
+      start_period: 2s
+    tmpfs:
+      - /data
+
+  api:
+    # Thin layer on top of langchain/langgraph-api:latest-py3.12 —
+    # see ./Dockerfile. The base image bundles langgraph-api +
+    # langgraph_runtime_postgres + langgraph_license + the Go core-server,
+    # so we only add graph deps (deepagents) and the graph files on top.
+    build:
+      context: .
+      dockerfile: Dockerfile
+    image: langgraph-v3-integration-api:local
+    depends_on:
+      postgres:
+        condition: service_healthy
+      redis:
+        condition: service_healthy
+    environment:
+      # Database + cache (the production-shape postgres+redis runtime).
+      # Recent langgraph-api reads DATABASE_URI first and falls back to
+      # POSTGRES_URI; set both so older code paths also work.
+      DATABASE_URI: postgres://postgres:postgres@postgres:5432/postgres?sslmode=disable
+      POSTGRES_URI: postgres://postgres:postgres@postgres:5432/postgres?sslmode=disable
+      REDIS_URI: redis://redis:6379
+      LANGGRAPH_RUNTIME_EDITION: postgres
+
+      LANGGRAPH_AUTH_TYPE: noop
+      LANGSMITH_TRACING: "false"
+
+      PORT: "8000"
+
+      # Required for the v3 thread-centric streaming protocol. Without this
+      # flag the API falls back to the legacy v2 streaming surface and the
+      # client's v3 endpoints (POST /threads/{id}/stream/events, /commands,
+      # etc.) won't be exposed.
+      FF_OPTIMIZED_STREAMING: "true"
+
+      # Tell langgraph-api which graphs to register. The langgraph CLI sets
+      # this from langgraph.json; we're bypassing the CLI (running uvicorn
+      # directly) so we set it manually.
+      LANGSERVE_GRAPHS: '{"agent":"/app/graph/streaming_graph.py:graph","tools_agent":"/app/graph/tools_agent.py:graph","deep_agent":"/app/graph/deep_agent.py:graph"}'
+
+      # The published langgraph-api image is the `licensed` variant and
+      # requires a real LANGSMITH_API_KEY (or LANGGRAPH_CLOUD_LICENSE_KEY)
+      # at runtime. Passed through from the host shell / CI secrets.
+      LANGSMITH_API_KEY: ${LANGSMITH_API_KEY:-}
+      LANGGRAPH_CLOUD_LICENSE_KEY: ${LANGGRAPH_CLOUD_LICENSE_KEY:-}
+    # Mount the graph + config so edits don't require a rebuild.
+    volumes:
+      - ./graph:/app/graph:ro
+      - ./langgraph.json:/app/langgraph.json:ro
+    ports:
+      - "2024:8000"
+    healthcheck:
+      test: ["CMD-SHELL", "wget -q -O- http://localhost:8000/ok || exit 1"]
+      interval: 5s
+      timeout: 3s
+      retries: 30
+      start_period: 30s

libs/sdk-py/integration/graph/__init__.py

@@ -0,0 +1,6 @@
+"""Example graphs for v3 streaming integration tests."""
+
+from .deep_agent import graph as deep_agent
+from .streaming_graph import graph as streaming_graph
+
+__all__ = ["deep_agent", "streaming_graph"]

libs/sdk-py/integration/graph/deep_agent.py

@@ -0,0 +1,96 @@
+"""Deep-agent variant exercising v3 `thread.subgraphs` properly.
+
+`create_deep_agent` builds a graph whose `task` tool dispatches to one
+of its configured `SubAgent`s. When the supervisor's model issues a
+`task(subagent_type="researcher", description=...)` tool call, the
+sub-agent runs as a nested invocation and the v3 streaming server
+emits the subagent's lifecycle, messages, and tool events under a
+scoped namespace. That namespace is what `thread.subgraphs` surfaces
+as a direct-child `ScopedStreamHandle`.
+
+Both the supervisor and the researcher use `FakeMessagesListChatModel`
+with pre-scripted responses so this graph is hermetic. No LLM API keys
+are required, and the test is deterministic.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+from deepagents import create_deep_agent
+from deepagents.middleware.subagents import SubAgent
+from langchain_core.language_models.fake_chat_models import FakeMessagesListChatModel
+from langchain_core.messages import AIMessage
+
+
+class _FakeChatModelWithTools(FakeMessagesListChatModel):
+    """`FakeMessagesListChatModel` that accepts `bind_tools(...)` as a no-op.
+
+    `create_deep_agent` calls `model.bind_tools(tools)` to expose the `task`
+    tool to the supervisor. The base `BaseChatModel.bind_tools` raises
+    `NotImplementedError`. Pre-baked responses in `responses` already carry
+    the desired `tool_calls`, so we ignore the tools list and return self.
+    """
+
+    def bind_tools(self, tools: Any, **kwargs: Any) -> _FakeChatModelWithTools:
+        return self
+
+
+# Supervisor turn 1: dispatch to the researcher via the `task` tool.
+# Supervisor turn 2: emit a final assistant message (no more tool calls),
+# which closes the agent loop.
+_supervisor_model = _FakeChatModelWithTools(
+    responses=[
+        AIMessage(
+            content="",
+            id="sup-1",
+            tool_calls=[
+                {
+                    "id": "tc-task-1",
+                    "name": "task",
+                    "args": {
+                        "subagent_type": "researcher",
+                        "description": "research v3 streaming",
+                    },
+                }
+            ],
+        ),
+        AIMessage(content="Research complete.", id="sup-2"),
+    ]
+)
+
+
+# Researcher turn 1: final message, no tool calls. Closes the subagent loop.
+_researcher_model = _FakeChatModelWithTools(
+    responses=[
+        AIMessage(
+            content="v3 streaming is event-typed and thread-centric.", id="res-1"
+        ),
+    ]
+)
+
+
+_researcher: SubAgent = {
+    "name": "researcher",
+    "description": (
+        "Looks up notes on a topic and returns a short summary. "
+        "Use this when the user wants to research something."
+    ),
+    "system_prompt": (
+        "You are a research assistant. Reply with one or two sentences "
+        "summarising what the user asked about. Do not call any tools."
+    ),
+    "model": _researcher_model,
+}
+
+
+graph = create_deep_agent(
+    model=_supervisor_model,
+    system_prompt=(
+        "You are a supervisor coordinating a researcher subagent. "
+        "When the user asks to research anything, call the `task` tool "
+        "with subagent_type='researcher'."
+    ),
+    subagents=[_researcher],
+    name="v3_deep_agent",
+)

libs/sdk-py/integration/graph/streaming_graph.py

@@ -0,0 +1,300 @@
+"""Example graph exercising the full v3 streaming surface.
+
+Topology:
+
+    __start__ -> stream_message -> call_tool -> ask_human -> subgraph -> __end__
+
+Each node is designed to surface a specific v3 channel:
+
+- `stream_message` yields token-by-token AI message chunks (`messages`).
+- `call_tool` invokes a tool and emits a tool-call lifecycle (`tools`).
+- `ask_human` raises an `interrupt(...)` to test `thread.interrupted` /
+  `thread.run.respond(...)` (`lifecycle` / `input`).
+- `subgraph` is a nested `StateGraph` invoked once so `thread.subgraphs` has
+  exactly one direct child (`tasks` + `messages` under a namespace).
+
+Extensions: every node calls `get_stream_writer()("progress", {...})` so
+`thread.extensions["progress"]` produces deterministic events.
+
+No real LLM is used — message streaming is simulated by yielding a list of
+`AIMessageChunk`s from the node. This keeps the integration suite
+hermetic.
+"""
+
+from __future__ import annotations
+
+import operator
+from collections.abc import AsyncIterator, Iterator
+from typing import Annotated, Any, TypedDict
+
+from langchain_core.callbacks import (
+    AsyncCallbackManagerForLLMRun,
+    CallbackManagerForLLMRun,
+)
+from langchain_core.language_models.chat_models import BaseChatModel
+from langchain_core.messages import AIMessage, AIMessageChunk, BaseMessage, ToolMessage
+from langchain_core.outputs import ChatGenerationChunk
+from langchain_core.tools import tool
+from langgraph.config import get_stream_writer
+from langgraph.graph import StateGraph
+from langgraph.graph.message import add_messages
+from langgraph.stream.transformers import CustomTransformer, UpdatesTransformer
+from langgraph.types import interrupt
+
+
+class _StreamingFakeChatModel(BaseChatModel):
+    """Fake ``BaseChatModel`` that streams ``AIMessageChunk``s.
+
+    Implements ``_stream`` / ``_astream`` so the v3 chat-model
+    callback chain (``_aiter_v2_events`` in
+    ``langchain_core/language_models/chat_models.py``) fires
+    ``run_manager.on_stream_event(...)`` per normalized protocol
+    event. ``StreamMessagesHandlerV2`` -- attached by the langgraph
+    runtime when ``"messages"`` is in stream_modes -- catches those
+    callbacks and surfaces them on the v3 wire ``messages`` channel
+    at root namespace.
+
+    The base ``FakeMessagesListChatModel`` would have worked for
+    ``ainvoke`` but raises ``NotImplementedError`` from ``_stream``,
+    so it can't drive the streaming-callback path. ``GenericFakeChatModel``
+    implements ``_stream`` but takes an ``Iterator`` that gets
+    exhausted across invocations.
+    """
+
+    text: str = "Hello, world!"
+    message_id: str = "ai-msg-1"
+
+    @property
+    def _llm_type(self) -> str:
+        return "streaming-fake-chat-model"
+
+    def _generate(self, messages, stop=None, run_manager=None, **kwargs):
+        from langchain_core.outputs import ChatGeneration, ChatResult
+
+        return ChatResult(
+            generations=[
+                ChatGeneration(message=AIMessage(content=self.text, id=self.message_id))
+            ]
+        )
+
+    def _stream(
+        self,
+        messages: list[BaseMessage],
+        stop: list[str] | None = None,
+        run_manager: CallbackManagerForLLMRun | None = None,
+        **kwargs: object,
+    ) -> Iterator[ChatGenerationChunk]:
+        # Yield content as space-separated word chunks so deltas are
+        # observable. The final chunk's ``chunk_position="last"`` tells
+        # the callback chain to emit ``message-finish``.
+        parts = self.text.split(" ")
+        for i, part in enumerate(parts):
+            content = part if i == 0 else " " + part
+            chunk = AIMessageChunk(content=content, id=self.message_id)
+            if i == len(parts) - 1:
+                chunk.chunk_position = "last"
+            yield ChatGenerationChunk(message=chunk)
+
+    async def _astream(
+        self,
+        messages: list[BaseMessage],
+        stop: list[str] | None = None,
+        run_manager: AsyncCallbackManagerForLLMRun | None = None,
+        **kwargs: object,
+    ) -> AsyncIterator[ChatGenerationChunk]:
+        for chunk in self._stream(messages, stop=stop, **kwargs):
+            yield chunk
+
+
+_stream_model = _StreamingFakeChatModel()
+
+
+class AgentState(TypedDict):
+    """Top-level state for the agent.
+
+    `messages` accumulates AI/tool/user messages via the standard `add_messages`
+    reducer. `value` is a simple scalar to test the `values` channel.
+    `items` accumulates list-append updates via `operator.add` so each node
+    contributes a marker and the terminal state reflects the full path
+    rather than only the last node's return.
+    """
+
+    messages: Annotated[list[BaseMessage], add_messages]
+    value: str
+    items: Annotated[list[str], operator.add]
+
+
+@tool
+def search(query: str) -> str:
+    """Look up `query` in a fake search index."""
+    return f"result for {query!r}"
+
+
+# ---------------------------------------------------------------------------
+# Nodes
+# ---------------------------------------------------------------------------
+
+
+async def stream_message(state: AgentState) -> dict[str, Any]:
+    """Stream an AI message via a fake chat model.
+
+    Awaiting ``model.ainvoke(...)`` drives langgraph's chat-model
+    streaming callbacks (``StreamMessagesHandlerV2`` ->
+    ``MessagesTransformer``), so the v3 ``messages`` channel emits the
+    normalized delta lifecycle (``message-start`` ->
+    ``content-block-start`` -> ``content-block-delta`` ->
+    ``content-block-finish`` -> ``message-finish``) at root namespace.
+    Returning the resolved ``AIMessage`` via the messages reducer also
+    keeps the existing ``values`` snapshots intact.
+    """
+    writer = get_stream_writer()
+
+    writer({"name": "progress", "step": "stream_message", "phase": "start"})
+
+    # ``astream_events(version="v3")`` drives the chat model's
+    # ``_aiter_v2_events`` path (``BaseChatModel`` in
+    # ``langchain_core/language_models/chat_models.py``), which fires
+    # ``run_manager.on_stream_event(...)`` per normalized protocol
+    # event (``message-start`` / ``content-block-delta`` /
+    # ``message-finish``). ``StreamMessagesHandlerV2`` -- attached by
+    # the langgraph runtime when ``"messages"`` is in stream_modes --
+    # catches those callbacks and surfaces them on the v3 wire
+    # ``messages`` channel at root namespace. Plain ``astream(...)``
+    # does NOT route through this handler.
+    text_parts: list[str] = []
+    message_id = "ai-msg-1"
+    # ``astream_events(version="v3")`` returns an awaitable that resolves
+    # to the async iterator.
+    stream = await _stream_model.astream_events([], version="v3")
+    async for event in stream:
+        if event.get("event") == "content-block-delta":
+            delta = event.get("delta") or {}
+            t = delta.get("text") if isinstance(delta, dict) else None
+            if isinstance(t, str):
+                text_parts.append(t)
+        elif event.get("event") == "message-start":
+            mid = event.get("id")
+            if isinstance(mid, str):
+                message_id = mid
+    final = AIMessage(content="".join(text_parts), id=message_id)
+
+    writer({"name": "progress", "step": "stream_message", "phase": "end"})
+    return {"messages": [final], "value": "x", "items": ["streamed"]}
+
+
+def call_tool(state: AgentState) -> dict[str, Any]:
+    """Invoke a tool and emit its result as a tool message.
+
+    A tool call here exercises the `tools` channel in v3.
+    """
+    writer = get_stream_writer()
+    writer({"name": "progress", "step": "call_tool", "phase": "start"})
+
+    # Hand-roll a tool call so we don't need a model to issue it.
+    tool_call_id = "tc-1"
+    ai_with_tool = AIMessage(
+        content="",
+        id="ai-msg-2",
+        tool_calls=[
+            {
+                "id": tool_call_id,
+                "name": "search",
+                "args": {"query": "v3"},
+            }
+        ],
+    )
+    result = search.invoke({"query": "v3"})
+    tool_msg = ToolMessage(content=result, tool_call_id=tool_call_id)
+
+    writer({"name": "progress", "step": "call_tool", "phase": "end"})
+    return {
+        "messages": [ai_with_tool, tool_msg],
+        "items": ["tool"],
+    }
+
+
+def ask_human(state: AgentState) -> dict[str, Any]:
+    """Pause the graph and wait for a `thread.run.respond(...)`.
+
+    `interrupt(value)` raises a special exception that the runtime catches;
+    the v3 lifecycle emits `input.requested` with this `value` and the
+    client must call `thread.run.respond(answer)` to continue.
+    """
+    writer = get_stream_writer()
+    writer({"name": "progress", "step": "ask_human", "phase": "start"})
+
+    answer = interrupt("Are we good?")
+
+    writer(
+        {"name": "progress", "step": "ask_human", "phase": "end", "answer": str(answer)}
+    )
+    return {
+        "messages": [AIMessage(content=f"Human said: {answer}", id="ai-msg-3")],
+        "items": ["asked"],
+    }
+
+
+# ---------------------------------------------------------------------------
+# Subgraph (exercises `thread.subgraphs`)
+# ---------------------------------------------------------------------------
+
+
+class SubState(TypedDict):
+    messages: Annotated[list[BaseMessage], add_messages]
+    note: str
+
+
+def sub_node(state: SubState) -> dict[str, Any]:
+    """Single node in the subgraph; emits a message and a custom event."""
+    writer = get_stream_writer()
+    writer({"name": "progress", "step": "sub_node", "phase": "start"})
+    msg = AIMessage(content="from subgraph", id="sub-msg-1")
+    writer({"name": "progress", "step": "sub_node", "phase": "end"})
+    return {"messages": [msg], "note": "ran"}
+
+
+_sub_builder = StateGraph(SubState)
+_sub_builder.add_node("sub", sub_node)
+_sub_builder.set_entry_point("sub")
+_sub_builder.set_finish_point("sub")
+subgraph = _sub_builder.compile()
+
+
+def run_subgraph(state: AgentState) -> dict[str, Any]:
+    """Invoke the subgraph once so it appears as a direct child handle."""
+    writer = get_stream_writer()
+    writer({"name": "progress", "step": "run_subgraph", "phase": "start"})
+    sub_state = subgraph.invoke({"messages": [], "note": ""})
+    writer({"name": "progress", "step": "run_subgraph", "phase": "end"})
+    return {
+        "messages": sub_state["messages"],
+        "items": ["sub"],
+    }
+
+
+# ---------------------------------------------------------------------------
+# Top-level graph
+# ---------------------------------------------------------------------------
+
+
+_builder: StateGraph[AgentState, Any, Any, Any] = StateGraph(AgentState)
+_builder.add_node("stream_message", stream_message)
+_builder.add_node("call_tool", call_tool)
+_builder.add_node("ask_human", ask_human)
+_builder.add_node("run_subgraph", run_subgraph)
+
+_builder.set_entry_point("stream_message")
+_builder.add_edge("stream_message", "call_tool")
+_builder.add_edge("call_tool", "ask_human")
+_builder.add_edge("ask_human", "run_subgraph")
+_builder.set_finish_point("run_subgraph")
+
+graph = _builder.compile(
+    name="v3_integration_agent",
+    # Register transformers so ``custom`` (``get_stream_writer()``) and
+    # ``updates`` channels emit on the wire. ``MessagesTransformer`` is
+    # auto-registered by the v3 mux for any graph that streams a chat
+    # model. ``ValuesTransformer`` / ``LifecycleTransformer`` are also
+    # always-on natives.
+    transformers=[CustomTransformer, UpdatesTransformer],
+)

libs/sdk-py/integration/graph/tools_agent.py

@@ -0,0 +1,97 @@
+"""create_agent-based example exercising the v3 `tools` channel.
+
+`thread.tool_calls` and the underlying `tools` channel only emit
+events when an actual model issues a tool call through langchain's
+agent stack. The synthetic `streaming_graph.py` hand-builds
+`AIMessage(tool_calls=[...])` and a `ToolMessage` via the messages
+reducer — that gets persisted in state but never produces tool-call
+telemetry on the wire. This graph fixes that by going through
+`create_agent` with a real tool, driven by a hermetic fake chat model
+(no `ANTHROPIC_API_KEY` required).
+
+Flow on `run.start`:
+
+1. Supervisor model returns an `AIMessage(tool_calls=[search(query="v3")])`.
+2. langchain's tool node executes `search` and produces a `ToolMessage`.
+3. Supervisor model returns a final `AIMessage("done.")` to terminate.
+
+The v3 streaming layer surfaces this as `messages` + `tools` channel
+events at root namespace.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+from langchain.agents import create_agent
+from langchain_core.language_models.fake_chat_models import FakeMessagesListChatModel
+from langchain_core.messages import AIMessage, BaseMessage, ToolMessage
+from langchain_core.outputs import ChatGeneration, ChatResult
+from langchain_core.tools import tool
+
+
+@tool
+def search(query: str) -> str:
+    """Look up `query` in a fake search index."""
+    return f"result for {query!r}"
+
+
+class _ToolBindingFakeChatModel(FakeMessagesListChatModel):
+    """Stateless fake chat model driving a single `search` tool call.
+
+    `create_agent` calls `model.bind_tools(tools)` to attach the tool
+    schema (`langchain/agents/factory.py:1284`). The base
+    `FakeMessagesListChatModel` inherits `BaseChatModel.bind_tools`,
+    which raises `NotImplementedError`, so `bind_tools` is overridden as
+    a no-op (the reply is hand-built and already carries `tool_calls`).
+
+    The reply is derived from conversation state rather than a cycling
+    response list: the `search` tool call is issued until a `ToolMessage`
+    appears, then a terminating `AIMessage`. This avoids the response-index
+    parity flake where `FakeMessagesListChatModel.responses` is shared
+    process-wide and cycles `0 -> 1 -> 0`; a run that started mid-cycle
+    (e.g. on a reused server worker) would reply `"done."` first and emit
+    no tool call. Being order-independent, every run emits exactly one
+    tool call regardless of how many times the model was previously called.
+
+    `FakeMessagesListChatModel` is subclassed (rather than
+    `GenericFakeChatModel`) because the latter's `_stream` breaks the
+    message into content chunks and drops `tool_calls` when content is
+    empty, causing the v2 streaming path inside `create_agent` to raise
+    `RuntimeError("v2 stream finished without producing a message")`.
+    The inherited `_stream` yields the whole message in one chunk,
+    preserving `tool_calls`.
+    """
+
+    def bind_tools(self, tools: Any, **kwargs: Any) -> _ToolBindingFakeChatModel:
+        return self
+
+    def _generate(
+        self,
+        messages: list[BaseMessage],
+        stop: list[str] | None = None,
+        run_manager: Any = None,
+        **kwargs: Any,
+    ) -> ChatResult:
+        if any(isinstance(m, ToolMessage) for m in messages):
+            response = AIMessage(content="done.", id="ai-tools-done")
+        else:
+            response = AIMessage(
+                content="",
+                id="ai-tools-call",
+                tool_calls=[{"id": "tc-1", "name": "search", "args": {"query": "v3"}}],
+            )
+        return ChatResult(generations=[ChatGeneration(message=response)])
+
+
+# `responses` is a required field on `FakeMessagesListChatModel`, but the
+# overridden `_generate` derives its reply from state and never reads it.
+_supervisor_model = _ToolBindingFakeChatModel(responses=[])
+
+
+graph = create_agent(
+    model=_supervisor_model,
+    tools=[search],
+    system_prompt="You are a research assistant. Use the search tool when asked.",
+    name="v3_tools_agent",
+)

libs/sdk-py/integration/langgraph.json

@@ -0,0 +1,10 @@
+{
+  "$schema": "https://langgra.ph/schema.json",
+  "dependencies": ["./graph"],
+  "graphs": {
+    "agent": "./graph/streaming_graph.py:graph",
+    "tools_agent": "./graph/tools_agent.py:graph",
+    "deep_agent": "./graph/deep_agent.py:graph"
+  },
+  "env": {}
+}

libs/sdk-py/integration/scripts/_common.py

@@ -0,0 +1,124 @@
+"""Shared helpers for the v3 streaming integration scripts.
+
+All scripts share the same expectations:
+
+- A `langgraph-api` server is reachable at `BASE_URL` (default
+  http://localhost:2024 — set by `docker-compose.yml`, which builds
+  on `langchain/langgraph-api:latest-py3.12`).
+- The example graph (`integration/graph/streaming_graph.py:graph`) is
+  registered under the assistant id `agent` (see `integration/langgraph.json`).
+
+Each script imports `make_async_client()` / `make_sync_client()` from here
+to construct the v3 SDK client. Override `BASE_URL` via the
+`LANGGRAPH_INTEGRATION_URL` env var if you're running the API elsewhere.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import os
+import threading
+from typing import TYPE_CHECKING, Any
+
+import httpx
+
+if TYPE_CHECKING:
+    from langgraph_sdk._async.threads import ThreadsClient as AsyncThreadsClient
+    from langgraph_sdk._sync.threads import SyncThreadsClient
+
+BASE_URL = os.environ.get("LANGGRAPH_INTEGRATION_URL", "http://localhost:2024")
+ASSISTANT_ID = "agent"
+
+
+def make_async_client() -> tuple[AsyncThreadsClient, httpx.AsyncClient]:
+    """Build an async ThreadsClient pointing at the integration API.
+
+    Returns the client and the underlying httpx client so callers can close
+    it. Typical usage:
+
+    ```python
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(...) as thread:
+            ...
+    finally:
+        await raw.aclose()
+    ```
+    """
+    from langgraph_sdk._async.http import HttpClient
+    from langgraph_sdk._async.threads import ThreadsClient
+
+    raw = httpx.AsyncClient(base_url=BASE_URL, timeout=30.0)
+    return ThreadsClient(HttpClient(raw)), raw
+
+
+def make_sync_client() -> tuple[SyncThreadsClient, httpx.Client]:
+    """Build a sync ThreadsClient pointing at the integration API."""
+    from langgraph_sdk._sync.http import SyncHttpClient
+    from langgraph_sdk._sync.threads import SyncThreadsClient
+
+    raw = httpx.Client(base_url=BASE_URL, timeout=30.0)
+    return SyncThreadsClient(SyncHttpClient(raw)), raw
+
+
+def header(title: str) -> None:
+    """Print a section header for script output."""
+    bar = "=" * (len(title) + 4)
+    print(f"\n{bar}\n  {title}\n{bar}")
+
+
+def auto_respond_async(thread: Any, response: Any = "yes") -> asyncio.Task[None]:
+    """Spawn a background task that responds to the first interrupt and exits.
+
+    Opens a private `thread.values` subscription and drains it; the SDK's
+    `_signal_paused` mechanism pushes the terminal sentinel into the
+    iterator when `interrupted` flips True, so the loop exits at the
+    interrupt. The auto-responder then calls `run.respond(...)` and the
+    foreground iteration sees the rest of the run.
+
+    Returns the task so callers can `await` it before tearing down the
+    stream (recommended) or cancel it.
+    """
+
+    async def _runner() -> None:
+        async for _ in thread.values:
+            if thread.interrupted:
+                break
+        if thread.interrupted:
+            with contextlib.suppress(Exception):
+                await thread.run.respond(response)
+
+    return asyncio.create_task(_runner())
+
+
+def auto_respond_sync(thread: Any, response: Any = "yes") -> threading.Thread:
+    """Sync analogue of `auto_respond_async`."""
+
+    def _runner() -> None:
+        for _ in thread.values:
+            if thread.interrupted:
+                break
+        if thread.interrupted:
+            with contextlib.suppress(Exception):
+                thread.run.respond(response)
+
+    t = threading.Thread(target=_runner, daemon=True, name="auto-respond")
+    t.start()
+    return t
+
+
+def check_api_reachable() -> None:
+    """Fail fast with a helpful message if the API isn't reachable.
+
+    Call this at the top of `main()` in each script.
+    """
+    try:
+        resp = httpx.get(f"{BASE_URL}/ok", timeout=2.0)
+        resp.raise_for_status()
+    except Exception as err:
+        raise SystemExit(
+            f"\nCannot reach the integration API at {BASE_URL}: {err!r}\n"
+            f"Did you run `docker compose up -d` from `libs/sdk-py/integration/`?\n"
+            f"Or set LANGGRAPH_INTEGRATION_URL=... to point elsewhere.\n"
+        ) from err

libs/sdk-py/integration/scripts/test_cancel.py

@@ -0,0 +1,185 @@
+"""Exercise mid-run cancellation against the integration API.
+
+Strategy: start a run on a fresh thread, capture the run id, then
+cancel via the runs REST client while events are still flowing. The
+projection iterator must terminate without hanging, no exception
+should escape, and the thread's persisted status must reflect a
+non-success terminal state.
+
+The graph normally interrupts at `ask_human`; cancel must take effect
+before or after that interrupt, and either way the run must end up in
+a non-success state from the server's perspective.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import threading
+import time
+from typing import Any
+
+from _common import (
+    ASSISTANT_ID,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+_CANCEL_GRACE_SECONDS = 10.0
+
+
+async def _cancel_after_first_event(
+    runs_client: Any,
+    thread_id: str,
+    run_id_future: asyncio.Future[str],
+) -> None:
+    """Wait for the run id, briefly let events flow, then cancel."""
+    run_id = await run_id_future
+    # Allow a beat of events to flow so cancel hits mid-stream rather
+    # than racing with the run.start handshake.
+    await asyncio.sleep(0.1)
+    with contextlib.suppress(Exception):
+        await runs_client.cancel(thread_id, run_id, wait=False)
+
+
+async def run_async() -> None:
+    header("async mid-run cancel")
+    threads, raw = make_async_client()
+    # Cancel goes through the runs REST surface, not the stream proxy.
+    from langgraph_sdk._async.http import HttpClient
+    from langgraph_sdk._async.runs import RunsClient
+
+    runs_client = RunsClient(HttpClient(raw))
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            run_id_future: asyncio.Future[str] = (
+                asyncio.get_running_loop().create_future()
+            )
+            start_result = await thread.run.start(
+                input={"messages": [], "value": "init", "items": []}
+            )
+            run_id = start_result.get("run_id")
+            assert run_id, f"run.start returned no run_id: {start_result!r}"
+            run_id_future.set_result(run_id)
+
+            canceller = asyncio.create_task(
+                _cancel_after_first_event(runs_client, thread.thread_id, run_id_future)
+            )
+
+            snapshots: list[dict] = []
+            started = time.monotonic()
+            iteration_error: BaseException | None = None
+            try:
+                async for snap in thread.values:
+                    snapshots.append(snap)
+                    if time.monotonic() - started > _CANCEL_GRACE_SECONDS:
+                        raise AssertionError(
+                            f"values iterator did not terminate within "
+                            f"{_CANCEL_GRACE_SECONDS}s of cancel"
+                        )
+            except BaseException as err:
+                iteration_error = err
+
+            await canceller
+
+            persisted = await threads.get(thread.thread_id)
+            status = persisted.get("status")
+            print(f"  snapshots before cancel: {len(snapshots)}")
+            print(f"  thread.thread_id={thread.thread_id}")
+            print(f"  iteration_error={iteration_error!r}")
+            print(f"  persisted status={status!r}")
+            assert iteration_error is None, (
+                f"values iterator raised after cancel: {iteration_error!r}"
+            )
+            assert status != "success", (
+                f"expected non-success terminal status after cancel, got {status!r}"
+            )
+    finally:
+        await raw.aclose()
+
+
+def _cancel_after_first_event_sync(
+    runs_client: Any,
+    thread_id: str,
+    run_id_event: threading.Event,
+    run_id_holder: dict[str, str],
+) -> None:
+    run_id_event.wait(timeout=10.0)
+    run_id = run_id_holder.get("run_id")
+    if not run_id:
+        return
+    time.sleep(0.1)
+    with contextlib.suppress(Exception):
+        runs_client.cancel(thread_id, run_id, wait=False)
+
+
+def run_sync() -> None:
+    header("sync mid-run cancel")
+    threads, raw = make_sync_client()
+    from langgraph_sdk._sync.http import SyncHttpClient
+    from langgraph_sdk._sync.runs import SyncRunsClient
+
+    runs_client = SyncRunsClient(SyncHttpClient(raw))
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            run_id_event = threading.Event()
+            run_id_holder: dict[str, str] = {}
+            start_result = thread.run.start(
+                input={"messages": [], "value": "init", "items": []}
+            )
+            run_id = start_result.get("run_id")
+            assert run_id, f"run.start returned no run_id: {start_result!r}"
+            run_id_holder["run_id"] = run_id
+            run_id_event.set()
+
+            canceller = threading.Thread(
+                target=_cancel_after_first_event_sync,
+                args=(runs_client, thread.thread_id, run_id_event, run_id_holder),
+                daemon=True,
+                name="cancel-worker",
+            )
+            canceller.start()
+
+            snapshots: list[dict] = []
+            started = time.monotonic()
+            iteration_error: BaseException | None = None
+            try:
+                for snap in thread.values:
+                    snapshots.append(snap)
+                    if time.monotonic() - started > _CANCEL_GRACE_SECONDS:
+                        raise AssertionError(
+                            f"values iterator did not terminate within "
+                            f"{_CANCEL_GRACE_SECONDS}s of cancel"
+                        )
+            except BaseException as err:
+                iteration_error = err
+
+            canceller.join(timeout=5)
+
+            persisted = threads.get(thread.thread_id)
+            status = persisted.get("status")
+            print(f"  snapshots before cancel: {len(snapshots)}")
+            print(f"  thread.thread_id={thread.thread_id}")
+            print(f"  iteration_error={iteration_error!r}")
+            print(f"  persisted status={status!r}")
+            assert iteration_error is None, (
+                f"values iterator raised after cancel: {iteration_error!r}"
+            )
+            assert status != "success", (
+                f"expected non-success terminal status after cancel, got {status!r}"
+            )
+    finally:
+        with contextlib.suppress(Exception):
+            raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()

libs/sdk-py/integration/scripts/test_concurrent.py

@@ -0,0 +1,128 @@
+"""Exercise concurrent `threads.stream()` against the integration API.
+
+Two distinct threads.stream() contexts run in parallel against the same
+client. Each context is independent (different thread_id minted by the
+SDK, separate controller, separate auto-responder). Invariants:
+
+1. Both runs reach the canonical terminal state independently
+   (`items == ['streamed','tool','asked','sub']`).
+2. Their thread_ids differ (no thread-id collision when minting client-side).
+3. Neither raises during iteration.
+
+This catches regressions where the two streams might share controller
+state or where minted ids could collide under concurrent ``__aenter__``.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import threading
+from typing import Any
+
+from _common import (
+    ASSISTANT_ID,
+    auto_respond_async,
+    auto_respond_sync,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+_EXPECTED_TERMINAL_ITEMS = ["streamed", "tool", "asked", "sub"]
+
+
+async def _drive_one_async(threads: Any, label: str) -> dict[str, Any]:
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        await thread.run.start(input={"messages": [], "value": "init", "items": []})
+        responder = auto_respond_async(thread)
+        # Just drain values until terminal; we only care about the final state.
+        async for _ in thread.values:
+            pass
+        await responder
+        final = await thread.output
+        print(f"  [{label}] thread_id={thread.thread_id} items={final.get('items')!r}")
+        return {"thread_id": thread.thread_id, "items": final.get("items")}
+
+
+async def run_async() -> None:
+    header("async concurrent threads.stream (x2)")
+    threads, raw = make_async_client()
+    try:
+        results = await asyncio.gather(
+            _drive_one_async(threads, "A"),
+            _drive_one_async(threads, "B"),
+        )
+        a, b = results
+        assert a["items"] == _EXPECTED_TERMINAL_ITEMS, (
+            f"stream A failed to reach terminal: {a!r}"
+        )
+        assert b["items"] == _EXPECTED_TERMINAL_ITEMS, (
+            f"stream B failed to reach terminal: {b!r}"
+        )
+        assert a["thread_id"] != b["thread_id"], (
+            f"concurrent streams collided on thread_id {a['thread_id']!r}"
+        )
+    finally:
+        await raw.aclose()
+
+
+def _drive_one_sync(
+    threads: Any, label: str, results: dict[str, dict[str, Any]]
+) -> None:
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        thread.run.start(input={"messages": [], "value": "init", "items": []})
+        responder = auto_respond_sync(thread)
+        for _ in thread.values:
+            pass
+        responder.join(timeout=10)
+        final = thread.output
+        print(f"  [{label}] thread_id={thread.thread_id} items={final.get('items')!r}")
+        results[label] = {"thread_id": thread.thread_id, "items": final.get("items")}
+
+
+def run_sync() -> None:
+    header("sync concurrent threads.stream (x2)")
+    threads, raw = make_sync_client()
+    try:
+        results: dict[str, dict[str, Any]] = {}
+        workers = [
+            threading.Thread(
+                target=_drive_one_sync,
+                args=(threads, label, results),
+                daemon=True,
+                name=f"sync-stream-{label}",
+            )
+            for label in ("A", "B")
+        ]
+        for w in workers:
+            w.start()
+        for w in workers:
+            w.join(timeout=60)
+            assert not w.is_alive(), f"worker {w.name} did not finish within 60s"
+
+        a = results.get("A")
+        b = results.get("B")
+        assert a is not None and a["items"] == _EXPECTED_TERMINAL_ITEMS, (
+            f"stream A failed to reach terminal: {a!r}"
+        )
+        assert b is not None and b["items"] == _EXPECTED_TERMINAL_ITEMS, (
+            f"stream B failed to reach terminal: {b!r}"
+        )
+        assert a["thread_id"] != b["thread_id"], (
+            f"concurrent streams collided on thread_id {a['thread_id']!r}"
+        )
+    finally:
+        with contextlib.suppress(Exception):
+            raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()

libs/sdk-py/integration/scripts/test_extensions.py

@@ -0,0 +1,67 @@
+"""Exercise `thread.extensions[name]` against the integration API.
+
+Every node in the example graph writes `("progress", {...})` via
+`get_stream_writer`. This script verifies the `extensions["progress"]`
+projection yields each progress event in order.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import (
+    ASSISTANT_ID,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+
+async def run_async() -> None:
+    header("async extensions[progress]")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            events: list[dict] = []
+            async for event in thread.extensions["progress"]:
+                print(f"  progress: {event!r}")
+                events.append(event)
+            print(f"  total progress events: {len(events)}")
+            assert events, "expected at least one progress event"
+            # Verify ordering covers the node sequence.
+            steps = [e.get("step") for e in events]
+            print(f"  step sequence: {steps}")
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync extensions[progress]")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            events: list[dict] = []
+            for event in thread.extensions["progress"]:
+                print(f"  progress: {event!r}")
+                events.append(event)
+            print(f"  total progress events: {len(events)}")
+            assert events, "expected at least one progress event"
+            steps = [e.get("step") for e in events]
+            print(f"  step sequence: {steps}")
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()

libs/sdk-py/integration/scripts/test_helpers.py

@@ -0,0 +1,67 @@
+"""Exercise helper methods on `thread` against the integration API.
+
+Covers `thread.agent.get_tree(xray=...)` and the extensions cache.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import (
+    ASSISTANT_ID,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+
+async def run_async() -> None:
+    header("async helpers (agent.get_tree, extensions cache)")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            tree = await thread.agent.get_tree()
+            print(f"  get_tree() returned: nodes={list(tree.get('nodes', []))[:5]} ...")
+            assert tree, "expected non-empty tree"
+
+            tree_xray = await thread.agent.get_tree(xray=True)
+            print(f"  get_tree(xray=True) returned keys: {list(tree_xray)[:5]}")
+
+            # Extensions cache: same name returns same projection instance.
+            a = thread.extensions["progress"]
+            b = thread.extensions["progress"]
+            assert a is b, "expected cached _ExtensionProjection on repeated access"
+            print("  extensions cache: OK (same projection instance reused)")
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync helpers (agent.get_tree, extensions cache)")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            tree = thread.agent.get_tree()
+            print(f"  get_tree() returned: nodes={list(tree.get('nodes', []))[:5]} ...")
+            assert tree, "expected non-empty tree"
+
+            tree_xray = thread.agent.get_tree(xray=True)
+            print(f"  get_tree(xray=True) returned keys: {list(tree_xray)[:5]}")
+
+            a = thread.extensions["progress"]
+            b = thread.extensions["progress"]
+            assert a is b, "expected cached _ExtensionProjection on repeated access"
+            print("  extensions cache: OK (same projection instance reused)")
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()

libs/sdk-py/integration/scripts/test_lifecycle.py

@@ -0,0 +1,97 @@
+"""Exercise lifecycle state + `thread.run.respond(...)` against the integration API.
+
+The example graph's `ask_human` node calls `interrupt("Are we good?")`. This
+script:
+
+1. Starts a run.
+2. Waits until `thread.interrupted` becomes True (an `input.requested`
+   lifecycle event lands).
+3. Inspects `thread.interrupts` to see the outstanding payload.
+4. Calls `thread.run.respond("yes")` to resume.
+5. Awaits `thread.output` for the final state.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import (
+    ASSISTANT_ID,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+
+async def run_async() -> None:
+    header("async lifecycle + respond")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            # Drain values until interrupt fires. (`thread.values` ends when
+            # the run terminates OR when the run is paused on an interrupt;
+            # the latter sets `thread.interrupted` mid-iteration.)
+            saw_interrupt = False
+            async for _snap in thread.values:
+                if thread.interrupted:
+                    saw_interrupt = True
+                    break
+
+            print(f"  thread.interrupted = {thread.interrupted}")
+            print(f"  thread.interrupts  = {thread.interrupts!r}")
+            assert thread.interrupted, "expected an interrupt before the run completed"
+            assert thread.interrupts, "expected interrupts list to be populated"
+
+            await thread.run.respond("yes")
+
+            final = await thread.output
+            print(f"  final output items: {final.get('items')!r}")
+            assert "asked" in final.get("items", []), (
+                "expected ask_human to have run after respond"
+            )
+            print(f"  saw_interrupt before respond = {saw_interrupt}")
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync lifecycle + respond")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            saw_interrupt = False
+            for _snap in thread.values:
+                if thread.interrupted:
+                    saw_interrupt = True
+                    break
+
+            print(f"  thread.interrupted = {thread.interrupted}")
+            print(f"  thread.interrupts  = {thread.interrupts!r}")
+            assert thread.interrupted, "expected an interrupt before the run completed"
+            assert thread.interrupts, "expected interrupts list to be populated"
+
+            thread.run.respond("yes")
+
+            final = thread.output
+            print(f"  final output items: {final.get('items')!r}")
+            assert "asked" in final.get("items", []), (
+                "expected ask_human to have run after respond"
+            )
+            print(f"  saw_interrupt before respond = {saw_interrupt}")
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()

libs/sdk-py/integration/scripts/test_messages.py

@@ -0,0 +1,83 @@
+"""Exercise `thread.messages` against the integration API.
+
+The ``stream_message`` node in ``streaming_graph`` invokes a fake
+``FakeMessagesListChatModel`` whose ``_stream`` callbacks drive
+langgraph's ``StreamMessagesHandlerV2`` -> ``MessagesTransformer``,
+so the v3 ``messages`` channel emits the normalized delta lifecycle
+(``message-start`` -> ``content-block-start`` ->
+``content-block-delta`` -> ``content-block-finish`` ->
+``message-finish``) at root namespace.
+
+Pattern note: drain the outer iterator first (list comprehension)
+before consuming each handle's chunks -- the outer iterator yields
+on ``message-start`` but the inner ``chunk`` stream only completes
+when ``message-finish`` is processed by the outer iter. Iterating
+chunks while the outer is suspended at ``yield`` deadlocks.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import (
+    ASSISTANT_ID,
+    auto_respond_async,
+    auto_respond_sync,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+
+async def run_async() -> None:
+    header("async messages")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+            # Graph interrupts at `ask_human`; background responder
+            # unblocks so terminal lifecycle fires and the messages
+            # iterator exits cleanly.
+            responder = auto_respond_async(thread)
+
+            streams = [s async for s in thread.messages]
+            await responder
+            print(f"  total streams: {len(streams)}")
+            for stream in streams:
+                text = "".join([t async for t in stream.text])
+                msg_id = getattr(stream, "message_id", None) or "?"
+                print(f"  message {msg_id}: {text!r}")
+            assert streams, "expected at least one streamed message"
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync messages")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+            responder = auto_respond_sync(thread)
+
+            streams = list(thread.messages)
+            responder.join(timeout=5)
+            print(f"  total streams: {len(streams)}")
+            for stream in streams:
+                text = "".join(list(stream.text))
+                msg_id = getattr(stream, "message_id", None) or "?"
+                print(f"  message {msg_id}: {text!r}")
+            assert streams, "expected at least one streamed message"
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()

libs/sdk-py/integration/scripts/test_reconnect.py

@@ -0,0 +1,197 @@
+"""Exercise stream-handle close + recovery against the integration API.
+
+The SDK's "reconnect on transport drop" code path (controller
+`_reconnect_shared_stream`) only fires when `shared.done` resolves to a
+non-cancelled error — i.e. genuine network/server failures, not graceful
+client-initiated closes. Reliably faking such an error against a real
+server is brittle, so this script asserts the next-strongest invariant:
+**a client-initiated stream close mid-iteration must not corrupt durable
+state**.
+
+Concretely:
+
+1. Start the run; let the auto-responder unblock the interrupt.
+2. Drop the shared SSE handle after the first snapshot.
+3. The values projection iterator may end early (the close drains the
+   sub queue with `None`), but `thread.output` must still resolve to the
+   canonical terminal state via the REST fallback path.
+4. No exception escapes the iteration.
+
+We also instrument `_dedup_iter` to count any duplicate event_ids and
+print the counter for visibility. A future regression that
+double-delivers events through the controller would surface here.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import functools
+from typing import Any
+
+from _common import (
+    ASSISTANT_ID,
+    auto_respond_async,
+    auto_respond_sync,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+_EXPECTED_TERMINAL_ITEMS = ["streamed", "tool", "asked", "sub"]
+
+
+def _instrument_dedup_async(controller: Any) -> dict[str, int]:
+    """Wrap `_dedup_iter` so duplicate event_ids are counted."""
+    counter = {"drops": 0, "yields": 0}
+    original = controller._dedup_iter.__func__  # type: ignore[attr-defined]
+
+    @functools.wraps(original)
+    async def _counted(self, source):  # type: ignore[no-untyped-def]
+        async for event in source:
+            event_id = event.get("event_id")
+            if event_id is not None:
+                if event_id in self._seen_event_ids:
+                    counter["drops"] += 1
+                    continue
+                self._seen_event_ids.add(event_id)
+            counter["yields"] += 1
+            yield event
+
+    controller._dedup_iter = _counted.__get__(controller, type(controller))
+    return counter
+
+
+def _instrument_dedup_sync(controller: Any) -> dict[str, int]:
+    counter = {"drops": 0, "yields": 0}
+    original = controller._dedup_iter.__func__  # type: ignore[attr-defined]
+
+    @functools.wraps(original)
+    def _counted(self, source):  # type: ignore[no-untyped-def]
+        for event in source:
+            event_id = event.get("event_id")
+            if event_id is not None:
+                if event_id in self._seen_event_ids:
+                    counter["drops"] += 1
+                    continue
+                self._seen_event_ids.add(event_id)
+            counter["yields"] += 1
+            yield event
+
+    controller._dedup_iter = _counted.__get__(controller, type(controller))
+    return counter
+
+
+async def run_async() -> None:
+    header("async stream-close mid-iteration (terminal state via REST)")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            counter = _instrument_dedup_async(thread)
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            responder = auto_respond_async(thread)
+
+            snapshots: list[dict] = []
+            dropped = False
+            iteration_error: BaseException | None = None
+            try:
+                async for snap in thread.values:
+                    snapshots.append(snap)
+                    if not dropped and thread._shared_stream is not None:
+                        print(f"  dropping shared stream (cursor={thread._cursor})...")
+                        await thread._shared_stream.close()
+                        dropped = True
+            except BaseException as err:
+                iteration_error = err
+
+            await responder
+
+            final = await thread.output
+            print(f"  snapshots seen before drop: {len(snapshots)}")
+            print(f"  final items={final.get('items')!r}")
+            print(f"  dedup drops={counter['drops']} yields={counter['yields']}")
+            print(f"  iteration_error={iteration_error!r}")
+
+            assert dropped, "expected to drop the shared stream during iteration"
+            assert snapshots, "expected at least one snapshot before the drop"
+            assert iteration_error is None, (
+                f"values iterator raised on stream close: {iteration_error!r}"
+            )
+            assert final.get("items") == _EXPECTED_TERMINAL_ITEMS, (
+                f"terminal state not reached via REST after drop: "
+                f"items={final.get('items')!r}"
+            )
+            assert counter["drops"] == 0, (
+                f"unexpected dedup activity (drops={counter['drops']}); "
+                "no rotation occurred so no overlap was expected"
+            )
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync stream-close mid-iteration (terminal state via REST)")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            controller = thread._controller
+            counter = _instrument_dedup_sync(controller)
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            responder = auto_respond_sync(thread)
+
+            snapshots: list[dict] = []
+            dropped = False
+            iteration_error: BaseException | None = None
+            try:
+                for snap in thread.values:
+                    snapshots.append(snap)
+                    if (
+                        not dropped
+                        and controller is not None
+                        and controller._shared_stream is not None
+                    ):
+                        print(
+                            f"  dropping shared stream (cursor={controller._cursor})..."
+                        )
+                        controller._shared_stream.close()
+                        dropped = True
+            except BaseException as err:
+                iteration_error = err
+
+            responder.join(timeout=10)
+
+            final = thread.output
+            print(f"  snapshots seen before drop: {len(snapshots)}")
+            print(f"  final items={final.get('items')!r}")
+            print(f"  dedup drops={counter['drops']} yields={counter['yields']}")
+            print(f"  iteration_error={iteration_error!r}")
+
+            assert dropped, "expected to drop the shared stream during iteration"
+            assert snapshots, "expected at least one snapshot before the drop"
+            assert iteration_error is None, (
+                f"values iterator raised on stream close: {iteration_error!r}"
+            )
+            assert final.get("items") == _EXPECTED_TERMINAL_ITEMS, (
+                f"terminal state not reached via REST after drop: "
+                f"items={final.get('items')!r}"
+            )
+            assert counter["drops"] == 0, (
+                f"unexpected dedup activity (drops={counter['drops']}); "
+                "no rotation occurred so no overlap was expected"
+            )
+    finally:
+        with contextlib.suppress(Exception):
+            raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()

libs/sdk-py/integration/scripts/test_subgraphs.py

@@ -0,0 +1,107 @@
+"""Exercise `thread.subgraphs` against both example graphs.
+
+Two passes:
+
+1. `agent` (plain `StateGraph`): the parent calls a nested subgraph via
+   `subgraph.invoke(...)` from a node. This may or may not surface as a
+   v3 scoped child handle depending on how the server emits namespaces
+   for nested invokes — included so we can compare behavior.
+
+2. `deep_agent`: built with `create_deep_agent` + one `SubAgent`. The
+   supervisor's model is scripted to issue a `task(researcher, ...)`
+   call, which IS the path that produces a proper scoped child handle
+   on `thread.subgraphs`. This is the canonical exercise for the v3
+   scoped-subgraph surface.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import check_api_reachable, header, make_async_client, make_sync_client
+
+
+async def _drain_subgraphs(thread) -> list:
+    """Drain ``thread.subgraphs`` to a list of {path, messages} dicts.
+
+    The outer subgraphs iterator must complete before we deep-iterate
+    each handle's ``messages`` projection -- the same nested-iteration
+    deadlock pattern as ``thread.tool_calls`` (see
+    ``test_tools.py``). So we first collect handles, then drain
+    each handle's messages serially.
+    """
+    handles: list = [h async for h in thread.subgraphs]
+    children: list = []
+    for child in handles:
+        print(f"  child handle path={child.path}")
+        # Just count handle paths; deep message iteration on scoped
+        # handles has its own draining pattern and isn't the goal of
+        # this test (which exercises subgraph discovery via
+        # child-namespace ``lifecycle: started``).
+        children.append({"path": child.path})
+    return children
+
+
+def _drain_subgraphs_sync(thread) -> list:
+    handles = list(thread.subgraphs)
+    children: list = []
+    for child in handles:
+        print(f"  child handle path={child.path}")
+        children.append({"path": child.path})
+    return children
+
+
+async def run_async() -> None:
+    threads, raw = make_async_client()
+    try:
+        header("async subgraphs / agent (plain StateGraph)")
+        async with threads.stream(assistant_id="agent") as thread:
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+            children = await _drain_subgraphs(thread)
+        print(f"  agent: total subgraph handles: {len(children)}")
+
+        header("async subgraphs / deep_agent (create_deep_agent + SubAgent)")
+        async with threads.stream(assistant_id="deep_agent") as thread:
+            await thread.run.start(
+                input={
+                    "messages": [{"role": "user", "content": "research the v3 spec"}]
+                },
+            )
+            children = await _drain_subgraphs(thread)
+        print(f"  deep_agent: total subgraph handles: {len(children)}")
+        assert children, "deep_agent should produce at least one direct-child handle"
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    threads, raw = make_sync_client()
+    try:
+        header("sync subgraphs / agent")
+        with threads.stream(assistant_id="agent") as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+            children = _drain_subgraphs_sync(thread)
+        print(f"  agent: total subgraph handles: {len(children)}")
+
+        header("sync subgraphs / deep_agent")
+        with threads.stream(assistant_id="deep_agent") as thread:
+            thread.run.start(
+                input={
+                    "messages": [{"role": "user", "content": "research the v3 spec"}]
+                },
+            )
+            children = _drain_subgraphs_sync(thread)
+        print(f"  deep_agent: total subgraph handles: {len(children)}")
+        assert children, "deep_agent should produce at least one direct-child handle"
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()

libs/sdk-py/integration/scripts/test_tools.py

@@ -0,0 +1,96 @@
+"""Exercise `thread.tool_calls` against the `tools_agent` graph.
+
+`tools_agent` (`graph/tools_agent.py`) wraps a
+`FakeMessagesListChatModel` in `create_agent` with a real `search`
+tool. The first scripted model turn returns an `AIMessage` with a
+`tool_calls=[search(query="v3")]`; langchain's tool node then executes
+`search` and surfaces a `ToolMessage`; the second turn returns a final
+`AIMessage("done.")` that terminates the agent.
+
+Compared to `test_tool_calls.py` (which targets the synthetic
+`streaming_graph` and never produces real tool-call telemetry), this
+test verifies the v3 ``tools`` channel actually fires when the
+canonical langchain-agent surface is in play.
+
+Pattern note: `thread.tool_calls` yields handles incrementally, but
+each handle's `deltas` and `output` are only completed when the
+*outer* iterator processes the matching `tool-finished` event. Drain
+the outer iterator to completion FIRST (via a list comprehension),
+then inspect handles -- this is the same pattern used in
+`tests/streaming/test_tool_calls_projection.py`. Iterating
+`handle.deltas` while the outer iterator is still suspended at its
+`yield` deadlocks.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import check_api_reachable, header, make_async_client, make_sync_client
+
+TOOLS_ASSISTANT_ID = "tools_agent"
+
+
+async def run_async() -> None:
+    header("async tools_agent tool_calls")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=TOOLS_ASSISTANT_ID) as thread:
+            await thread.run.start(
+                input={"messages": [{"role": "human", "content": "search for v3"}]}
+            )
+
+            # Drain the outer iterator first; lifecycle-terminal triggers
+            # the None sentinel via the shared SSE fanout once the run
+            # completes naturally.
+            handles = [h async for h in thread.tool_calls]
+            print(f"  total handles: {len(handles)}")
+            for handle in handles:
+                deltas = [d async for d in handle.deltas]
+                output = await handle.output
+                joined = "".join(deltas)
+                print(
+                    f"  tool {handle.name}({handle.tool_call_id}): "
+                    f"args_stream={joined!r} output={output!r}"
+                )
+            assert any(h.name == "search" for h in handles), (
+                "expected `search` tool call"
+            )
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync tools_agent tool_calls")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=TOOLS_ASSISTANT_ID) as thread:
+            thread.run.start(
+                input={"messages": [{"role": "human", "content": "search for v3"}]}
+            )
+
+            handles = list(thread.tool_calls)
+            print(f"  total handles: {len(handles)}")
+            for handle in handles:
+                deltas = list(handle.deltas)
+                output = handle.output
+                joined = "".join(deltas)
+                print(
+                    f"  tool {handle.name}({handle.tool_call_id}): "
+                    f"args_stream={joined!r} output={output!r}"
+                )
+            assert any(h.name == "search" for h in handles), (
+                "expected `search` tool call"
+            )
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()

libs/sdk-py/integration/scripts/test_update_state.py

@@ -0,0 +1,158 @@
+"""Exercise `threads.update_state(...)` mid-run against the integration API.
+
+Flow:
+
+1. Stream the canonical graph; `run.start` with `value="init"`.
+2. Drain values until the interrupt fires at `ask_human`.
+3. Call `threads.update_state(thread_id, {"value": "patched"})` to mutate
+   the persisted state while the run is paused.
+4. Read state back via `threads.get_state(thread_id)` and assert
+   `state["values"]["value"] == "patched"`.
+
+Why no respond afterwards: in langgraph-api, `update_state` against an
+interrupted thread commits a new checkpoint that consumes the
+outstanding interrupt. A subsequent `run.respond(...)` then fails with
+`no_such_interrupt`. The meaningful integration invariant here is just
+that the REST mutation lands on the same persisted thread the streaming
+proxy was driving (no thread_id drift between client and server).
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import time
+
+from _common import (
+    ASSISTANT_ID,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+from langgraph_sdk.errors import ConflictError
+
+_PATCHED_VALUE = "patched"
+_UPDATE_STATE_RETRY_BUDGET = 5.0
+
+
+async def _update_state_with_retry_async(threads, thread_id: str, values: dict) -> None:
+    """Retry update_state on ConflictError until the server's run row settles.
+
+    `thread.interrupted` flips when the client sees the `input.requested`
+    lifecycle event, which can land before the server commits the run row
+    to a non-busy state. Retry with backoff for a few seconds.
+    """
+    delay = 0.05
+    deadline = asyncio.get_running_loop().time() + _UPDATE_STATE_RETRY_BUDGET
+    last_err: Exception | None = None
+    while asyncio.get_running_loop().time() < deadline:
+        try:
+            await threads.update_state(thread_id, values)
+            return
+        except ConflictError as err:
+            last_err = err
+            await asyncio.sleep(delay)
+            delay = min(delay * 2, 0.5)
+    raise AssertionError(
+        f"update_state never accepted within {_UPDATE_STATE_RETRY_BUDGET}s: {last_err!r}"
+    )
+
+
+def _update_state_with_retry_sync(threads, thread_id: str, values: dict) -> None:
+    delay = 0.05
+    deadline = time.monotonic() + _UPDATE_STATE_RETRY_BUDGET
+    last_err: Exception | None = None
+    while time.monotonic() < deadline:
+        try:
+            threads.update_state(thread_id, values)
+            return
+        except ConflictError as err:
+            last_err = err
+            time.sleep(delay)
+            delay = min(delay * 2, 0.5)
+    raise AssertionError(
+        f"update_state never accepted within {_UPDATE_STATE_RETRY_BUDGET}s: {last_err!r}"
+    )
+
+
+async def run_async() -> None:
+    header("async update_state during interrupt")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            async for _ in thread.values:
+                if thread.interrupted:
+                    break
+            assert thread.interrupted, "expected interrupt before update_state"
+
+            pre_state = await threads.get_state(thread.thread_id)
+            pre_value = (pre_state.get("values") or {}).get("value")
+            print(f"  pre-update value={pre_value!r}")
+            # `stream_message` overwrites value="init" with value="x" before the
+            # interrupt; verify we're starting from the expected pre-update state.
+            assert pre_value == "x", f"unexpected pre-update value: {pre_value!r}"
+
+            await _update_state_with_retry_async(
+                threads, thread.thread_id, {"value": _PATCHED_VALUE}
+            )
+
+            post_state = await threads.get_state(thread.thread_id)
+            post_values = post_state.get("values") or {}
+            post_value = post_values.get("value")
+            print(f"  thread_id={thread.thread_id}")
+            print(f"  post-update value={post_value!r}")
+            assert post_value == _PATCHED_VALUE, (
+                f"update_state did not persist: value={post_value!r}"
+            )
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync update_state during interrupt")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            for _ in thread.values:
+                if thread.interrupted:
+                    break
+            assert thread.interrupted, "expected interrupt before update_state"
+
+            pre_state = threads.get_state(thread.thread_id)
+            pre_value = (pre_state.get("values") or {}).get("value")
+            print(f"  pre-update value={pre_value!r}")
+            # `stream_message` overwrites value="init" with value="x" before the
+            # interrupt; verify we're starting from the expected pre-update state.
+            assert pre_value == "x", f"unexpected pre-update value: {pre_value!r}"
+
+            _update_state_with_retry_sync(
+                threads, thread.thread_id, {"value": _PATCHED_VALUE}
+            )
+
+            post_state = threads.get_state(thread.thread_id)
+            post_values = post_state.get("values") or {}
+            post_value = post_values.get("value")
+            print(f"  thread_id={thread.thread_id}")
+            print(f"  post-update value={post_value!r}")
+            assert post_value == _PATCHED_VALUE, (
+                f"update_state did not persist: value={post_value!r}"
+            )
+    finally:
+        with contextlib.suppress(Exception):
+            raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()

libs/sdk-py/integration/scripts/test_values.py

@@ -0,0 +1,89 @@
+"""Exercise `thread.values` against the integration API.
+
+The integration graph's `ask_human` node interrupts mid-run. The
+projection iterators (`thread.values`, `.messages`, `.tool_calls`,
+`.subgraphs`) do not terminate on interrupt — they're paused, waiting
+for more events. To drain the full run end-to-end we use a background
+auto-responder that watches `thread.interrupted` and calls
+`thread.run.respond(...)` so the run continues to the terminal.
+
+Run after `docker compose up -d` from `libs/sdk-py/integration/`:
+
+    uv run python integration/scripts/test_values.py
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import (
+    ASSISTANT_ID,
+    auto_respond_async,
+    auto_respond_sync,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+
+async def run_async() -> None:
+    header("async values")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            # Background task: respond to the interrupt so the iterator
+            # eventually sees terminal-completion events.
+            responder = auto_respond_async(thread)
+
+            snapshots: list[dict] = []
+            async for snap in thread.values:
+                snapshots.append(snap)
+                print(
+                    f"  values snapshot: items={snap.get('items')!r} value={snap.get('value')!r}"
+                )
+
+            await responder
+
+            final = await thread.output
+            print(f"  final output items={final.get('items')!r}")
+            assert "sub" in final.get("items", []), "expected subgraph to have run"
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync values")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            responder = auto_respond_sync(thread)
+
+            snapshots: list[dict] = []
+            for snap in thread.values:
+                snapshots.append(snap)
+                print(
+                    f"  values snapshot: items={snap.get('items')!r} value={snap.get('value')!r}"
+                )
+
+            responder.join(timeout=5)
+
+            final = thread.output
+            print(f"  final output items={final.get('items')!r}")
+            assert "sub" in final.get("items", []), "expected subgraph to have run"
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()

libs/sdk-py/integration/scripts/test_websocket.py

@@ -0,0 +1,92 @@
+"""Exercise the WebSocket transport against the integration API.
+
+Equivalent to `test_values.py` but with `transport="websocket"`.
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+from _common import (
+    ASSISTANT_ID,
+    auto_respond_async,
+    auto_respond_sync,
+    check_api_reachable,
+    header,
+    make_async_client,
+    make_sync_client,
+)
+
+
+async def run_async() -> None:
+    header("async websocket transport")
+    threads, raw = make_async_client()
+    try:
+        async with threads.stream(
+            assistant_id=ASSISTANT_ID,
+            transport="websocket",
+        ) as thread:
+            from langgraph_sdk.stream.transport import ProtocolWebSocketTransport
+
+            assert isinstance(thread._transport, ProtocolWebSocketTransport), (
+                f"expected ws transport, got {type(thread._transport).__name__}"
+            )
+
+            await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            # The graph interrupts at `ask_human`; without a background
+            # responder the values iterator would pause indefinitely.
+            responder = auto_respond_async(thread)
+
+            snapshots: list[dict] = []
+            async for snap in thread.values:
+                snapshots.append(snap)
+                print(f"  ws values snapshot items={snap.get('items')!r}")
+
+            await responder
+
+            final = await thread.output
+            print(f"  final via ws: items={final.get('items')!r}")
+            assert "sub" in final.get("items", []), (
+                "expected subgraph to have run via ws transport"
+            )
+    finally:
+        await raw.aclose()
+
+
+def run_sync() -> None:
+    header("sync websocket transport")
+    threads, raw = make_sync_client()
+    try:
+        with threads.stream(
+            assistant_id=ASSISTANT_ID,
+            transport="websocket",
+        ) as thread:
+            thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+            responder = auto_respond_sync(thread)
+
+            snapshots: list[dict] = []
+            for snap in thread.values:
+                snapshots.append(snap)
+                print(f"  ws values snapshot items={snap.get('items')!r}")
+
+            responder.join(timeout=5)
+
+            final = thread.output
+            print(f"  final via ws: items={final.get('items')!r}")
+            assert "sub" in final.get("items", []), (
+                "expected subgraph to have run via ws transport"
+            )
+    finally:
+        raw.close()
+
+
+def main() -> None:
+    check_api_reachable()
+    asyncio.run(run_async())
+    run_sync()
+
+
+if __name__ == "__main__":
+    main()

libs/sdk-py/langgraph_sdk/__init__.py

@@ -3,6 +3,6 @@ from langgraph_sdk.client import get_client, get_sync_client
 from langgraph_sdk.encryption import Encryption
 from langgraph_sdk.encryption.types import EncryptionContext
 
-__version__ = "0.3.15"
+__version__ = "0.4.2"
 
 __all__ = ["Auth", "Encryption", "EncryptionContext", "get_client", "get_sync_client"]

libs/sdk-py/langgraph_sdk/_async/threads.py

@@ -2,10 +2,12 @@
 
 from __future__ import annotations
 
+import uuid
 from collections.abc import AsyncIterator, Mapping, Sequence
 from typing import Any, Literal, overload
 
 from langgraph_sdk._async.http import HttpClient
+from langgraph_sdk._async.stream import AsyncThreadStream
 from langgraph_sdk._shared.utilities import _quote_path_param
 from langgraph_sdk.schema import (
     Checkpoint,
@@ -734,6 +736,52 @@ class ThreadsClient:
             params=params,
         )
 
+    def stream(
+        self,
+        thread_id: str | None = None,
+        *,
+        assistant_id: str,
+        headers: Mapping[str, str] | None = None,
+        run_start_timeout: float | None = None,
+        transport: Literal["sse", "websocket"] = "sse",
+    ) -> AsyncThreadStream:
+        """Open a v3 thread-centric streaming session.
+
+        When `thread_id` is None, a fresh UUIDv4 is minted client-side and
+        included in the URL of subsequent `POST /threads/{thread_id}/...`
+        calls. The server creates the thread row lazily on the first
+        `run.start` (internal server detail — the SDK does not send any
+        `if_not_exists` flag). The v3 protocol response carries only
+        `run_id`, never `thread_id` — that's why the SDK mints the id
+        client-side.
+
+        Args:
+            thread_id: optional explicit thread identifier. Defaults to a
+                fresh UUIDv4.
+            assistant_id: assistant the run will use. Required.
+            headers: optional headers forwarded on every command and event
+                request for this stream session.
+            run_start_timeout: optional seconds to wait for an in-flight
+                `run.start` before subscribing operations raise
+                `asyncio.TimeoutError`. Defaults to `None` (wait forever).
+            transport: event transport to use — `"sse"` (default) or
+                `"websocket"`.
+
+        Returns:
+            An `AsyncThreadStream` to use as an async context manager.
+        """
+        if transport not in ("sse", "websocket"):
+            raise ValueError("transport must be 'sse' or 'websocket'.")
+        return AsyncThreadStream(
+            http=self.http,
+            thread_id=thread_id if thread_id is not None else str(uuid.uuid4()),
+            assistant_id=assistant_id,
+            headers=headers,
+            run_start_timeout=run_start_timeout,
+            explicit_thread_id=thread_id is not None,
+            transport_kind=transport,
+        )
+
     async def join_stream(
         self,
         thread_id: str,

libs/sdk-py/langgraph_sdk/_sync/threads.py

@@ -2,11 +2,13 @@
 
 from __future__ import annotations
 
+import uuid
 from collections.abc import Iterator, Mapping, Sequence
 from typing import Any, Literal, overload
 
 from langgraph_sdk._shared.utilities import _quote_path_param
 from langgraph_sdk._sync.http import SyncHttpClient
+from langgraph_sdk._sync.stream import SyncThreadStream
 from langgraph_sdk.schema import (
     Checkpoint,
     Json,
@@ -722,6 +724,41 @@ class SyncThreadsClient:
             params=params,
         )
 
+    def stream(
+        self,
+        thread_id: str | None = None,
+        *,
+        assistant_id: str,
+        headers: Mapping[str, str] | None = None,
+        run_start_timeout: float | None = None,
+        transport: Literal["sse", "websocket"] = "sse",
+    ) -> SyncThreadStream:
+        """Open a v3 thread-centric streaming session.
+
+        Args:
+            thread_id: optional explicit thread identifier. Defaults to a
+                fresh UUIDv4.
+            assistant_id: assistant the run will use. Required.
+            headers: optional headers forwarded on every command and SSE
+                request for this stream session.
+            transport: event transport to use, `"sse"` (default) or
+                `"websocket"`.
+
+        Returns:
+            A `SyncThreadStream` to use as a context manager.
+        """
+        if transport not in ("sse", "websocket"):
+            raise ValueError("transport must be 'sse' or 'websocket'.")
+        return SyncThreadStream(
+            http=self.http,
+            thread_id=thread_id if thread_id is not None else str(uuid.uuid4()),
+            assistant_id=assistant_id,
+            headers=headers,
+            run_start_timeout=run_start_timeout,
+            explicit_thread_id=thread_id is not None,
+            transport_kind=transport,
+        )
+
     def join_stream(
         self,
         thread_id: str,

libs/sdk-py/langgraph_sdk/stream/__init__.py

@@ -0,0 +1,15 @@
+"""Stream module for LangGraph SDK v3."""
+
+from langchain_protocol import (
+    Channel,
+    Event,
+    Namespace,
+    SubscribeParams,
+)
+
+__all__ = [
+    "Channel",
+    "Event",
+    "Namespace",
+    "SubscribeParams",
+]

libs/sdk-py/langgraph_sdk/stream/controller.py

@@ -0,0 +1,398 @@
+"""Stream controller: subscription registry and fan-out for AsyncThreadStream.
+
+`StreamController` manages the set of active subscriptions against one shared
+SSE connection, routing events from the shared stream to per-subscription
+queues.  It is the centralised place for:
+
+- subscription registration / teardown
+- shared-stream lifecycle (open, rotate, close)
+- dedup of replayed events across rotations
+- fan-out from the shared stream to subscriber queues
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import logging
+import random
+from collections import OrderedDict
+from collections.abc import AsyncGenerator, AsyncIterator, Awaitable, Callable
+from dataclasses import dataclass, field
+from typing import Any
+
+from langchain_protocol import Event, SubscribeParams
+
+from langgraph_sdk.stream.transport import AsyncProtocolTransport, EventStreamHandle
+
+# ---------------------------------------------------------------------------
+# Bounded LRU set for event-id dedup
+# ---------------------------------------------------------------------------
+
+
+class _SeenEventIds:
+    """LRU set of event ids with bounded memory."""
+
+    __slots__ = ("_data", "_maxsize")
+
+    def __init__(self, maxsize: int = 10_000) -> None:
+        self._data: OrderedDict[str, None] = OrderedDict()
+        self._maxsize = maxsize
+
+    def add(self, event_id: str) -> None:
+        if event_id in self._data:
+            self._data.move_to_end(event_id)
+            return
+        self._data[event_id] = None
+        if len(self._data) > self._maxsize:
+            self._data.popitem(last=False)
+
+    def __contains__(self, event_id: object) -> bool:
+        return event_id in self._data
+
+    def __iter__(self):
+        return iter(self._data)
+
+
+# ---------------------------------------------------------------------------
+# Per-subscription record
+# ---------------------------------------------------------------------------
+
+_logger = logging.getLogger(__name__)
+
+
+@dataclass
+class _Subscription:
+    """Internal record for one active subscription on a `StreamController`."""
+
+    id: int
+    params: SubscribeParams
+    queue: asyncio.Queue = field(default_factory=asyncio.Queue)
+    # Why: asyncio.Queue[Event | None] as a subscript in the field annotation
+    # causes a type error with ty; bare asyncio.Queue is accepted.
+
+
+# ---------------------------------------------------------------------------
+# Rotation close helper
+# ---------------------------------------------------------------------------
+
+
+async def _close_after(handle: EventStreamHandle, *, delay: float = 0.0) -> None:
+    """Close a handle, optionally after a brief delay.
+
+    Used to detach closing the old stream from the synchronous rotation step
+    so the new stream can absorb server-side replayed events first.
+    """
+    if delay:
+        await asyncio.sleep(delay)
+    await handle.close()
+
+
+# ---------------------------------------------------------------------------
+# StreamController
+# ---------------------------------------------------------------------------
+
+
+class StreamController:
+    """Manages subscriptions and fan-out against one shared SSE connection.
+
+    Responsibilities:
+      - subscription registry (register / unregister)
+      - shared-stream lifecycle (open on first subscribe, rotate on filter widen)
+      - dedup of replayed events via a bounded LRU `_SeenEventIds`
+      - fan-out from the shared stream to per-subscription queues
+
+    Args:
+        transport: the `AsyncProtocolTransport` bound to this thread session.
+        run_start_gate: zero-argument async callable that resolves once the
+            current `run.start` has committed server-side (no-op when no
+            run is in flight).
+        max_queue_size: per-subscription queue bound (default 1024).
+        seen_event_ids_max: LRU cap for the dedup set (default 10_000).
+    """
+
+    def __init__(
+        self,
+        *,
+        transport: AsyncProtocolTransport,
+        run_start_gate: Callable[[], Awaitable[None]] | None = None,  # noqa: ARG002
+        max_queue_size: int = 1024,
+        seen_event_ids_max: int = 10_000,
+        max_reconnect_attempts: int = 5,
+        reconnect_backoff_base: float = 0.1,
+        reconnect_backoff_cap: float = 2.0,
+    ) -> None:
+        self._transport = transport
+        self._max_queue_size = max_queue_size
+        self._seen_event_ids = _SeenEventIds(maxsize=seen_event_ids_max)
+        self._next_subscription_id = 1
+        self._subscriptions: dict[int, _Subscription] = {}
+        self._shared_stream: EventStreamHandle | None = None
+        self._shared_stream_filter: dict[str, Any] | None = None
+        self._fanout_task: asyncio.Task[None] | None = None
+        self._rotation_close_tasks: set[asyncio.Task[None]] = set()
+        self._closed = False
+        self._cursor: int | None = None
+        self._max_reconnect_attempts = max_reconnect_attempts
+        self._reconnect_backoff_base = reconnect_backoff_base
+        self._reconnect_backoff_cap = reconnect_backoff_cap
+
+    # ------------------------------------------------------------------
+    # Public API
+    # ------------------------------------------------------------------
+
+    def subscribe(
+        self,
+        channels: list[str],
+        *,
+        namespaces: list[list[str]] | None = None,
+        depth: int | None = None,
+    ) -> AsyncIterator[Event]:
+        """Open a typed subscription against the shared SSE.
+
+        Returns an async iterator that yields raw `Event` dicts matching the
+        given filter. Multiple concurrent subscribes share one HTTP connection
+        whose union expands or rotates as subscriptions come and go.
+        """
+        params: SubscribeParams = {"channels": list(channels)}
+        if namespaces is not None:
+            params["namespaces"] = namespaces
+        if depth is not None:
+            params["depth"] = depth
+        return self._subscription_iter(params)
+
+    async def close(self) -> None:
+        """Tear down the controller, awaiting any pending rotation closes."""
+        if self._closed:
+            return
+        self._closed = True
+        if self._fanout_task is not None:
+            self._fanout_task.cancel()
+            with contextlib.suppress(Exception, asyncio.CancelledError):
+                await self._fanout_task
+        if self._shared_stream is not None:
+            await self._shared_stream.close()
+        if self._rotation_close_tasks:
+            await asyncio.gather(*self._rotation_close_tasks, return_exceptions=True)
+
+    # ------------------------------------------------------------------
+    # Subscription internals
+    # ------------------------------------------------------------------
+
+    def _register_subscription(self, params: SubscribeParams) -> _Subscription:
+        """Allocate a subscription id, create a bounded queue, add to registry."""
+        sub = _Subscription(
+            id=self._next_subscription_id,
+            params=params,
+            queue=asyncio.Queue(maxsize=self._max_queue_size),
+        )
+        self._next_subscription_id += 1
+        self._subscriptions[sub.id] = sub
+        return sub
+
+    def _unregister_subscription(self, subscription_id: int) -> None:
+        """Remove a subscription from the registry. No-op if already absent."""
+        self._subscriptions.pop(subscription_id, None)
+
+    # Public aliases used by tests and external callers.
+    register_subscription = _register_subscription
+    unregister_subscription = _unregister_subscription
+
+    async def _subscription_iter(
+        self, params: SubscribeParams
+    ) -> AsyncGenerator[Event, None]:
+        sub = self._register_subscription(params)
+        try:
+            if self._closed:
+                return
+            await self._reconcile_stream(params)
+            self._ensure_fanout_running()
+            while True:
+                item = await sub.queue.get()
+                if item is None:
+                    return
+                yield item
+        finally:
+            self._unregister_subscription(sub.id)
+
+    # ------------------------------------------------------------------
+    # Fan-out
+    # ------------------------------------------------------------------
+
+    def _ensure_fanout_running(self) -> None:
+        if self._fanout_task is None or self._fanout_task.done():
+            self._fanout_task = asyncio.create_task(self._fanout())
+
+    # Public alias.
+    ensure_fanout_running = _ensure_fanout_running
+
+    async def _fanout(self) -> None:
+        """Single consumer of the shared SSE; routes events to subscriptions.
+
+        Why: rotation in `_reconcile_stream` replaces `_shared_stream` mid-loop.
+        Re-read `self._shared_stream` on each outer iteration so we always
+        consume from the current handle. The old handle's iterator exhausts
+        naturally after `_close_after` closes it.
+
+        On a post-ready transport drop (non-cancelled error in `shared.done`),
+        attempts to reconnect up to `_max_reconnect_attempts` times before
+        giving up and closing subscriber queues.
+        """
+        from langgraph_sdk.stream.subscription import matches_subscription
+
+        while not self._closed:
+            shared = self._shared_stream
+            if shared is None:
+                return
+            try:
+                async for event in self._dedup_iter(shared.events):
+                    if self._closed:
+                        break
+                    for sub in list(self._subscriptions.values()):
+                        if matches_subscription(event, sub.params):
+                            sub.queue.put_nowait(event)
+            except Exception as drop_err:
+                _logger.debug("transport drop in fanout: %r", drop_err)
+
+            if self._shared_stream is shared:
+                err = await shared.done
+                if (
+                    err is not None
+                    and not isinstance(err, asyncio.CancelledError)
+                    and not self._closed
+                ):
+                    with contextlib.suppress(Exception):
+                        await self._shared_stream.close()
+                    reconnected = await self._reconnect_shared_stream()
+                    if reconnected:
+                        continue
+                break
+            # Rotation: loop again to pick up the new _shared_stream.
+
+        # Terminate consumers cleanly on shutdown / stream-end.
+        for sub in self._subscriptions.values():
+            sub.queue.put_nowait(None)
+
+    async def _reconnect_sleep(self, attempt: int) -> None:
+        """Sleep with exponential backoff and jitter for reconnect attempt *attempt*."""
+        base = self._reconnect_backoff_base
+        cap = self._reconnect_backoff_cap
+        delay = min(cap, base * (2**attempt))
+        jitter = random.uniform(0, delay * 0.25)
+        await asyncio.sleep(delay + jitter)
+
+    async def _reconnect_shared_stream(self) -> bool:
+        """Attempt to reopen the shared stream after a transport drop.
+
+        Returns True if a new stream was successfully opened, False if all
+        reconnect attempts were exhausted or the controller was closed.
+        """
+        # We intentionally use the *current* shared_stream_filter (the latest
+        # computed union of all live subscriptions), not the filter that was
+        # active when this stream was originally opened. If subscriptions were
+        # added or removed during the drop window, the reconnect picks up the
+        # new shape.
+        base_filter = self._shared_stream_filter
+        if base_filter is None:
+            return False
+        for attempt in range(self._max_reconnect_attempts):
+            if self._closed:
+                return False
+            try:
+                new_stream = self._transport.open_event_stream(
+                    self._filter_with_since(base_filter)
+                )
+                await new_stream.ready
+            except asyncio.CancelledError:
+                raise
+            except Exception:
+                await self._reconnect_sleep(attempt)
+                continue
+            self._shared_stream = new_stream
+            return True
+        return False
+
+    # ------------------------------------------------------------------
+    # Stream rotation
+    # ------------------------------------------------------------------
+
+    async def _reconcile_stream(self, candidate_filter: SubscribeParams) -> None:
+        """Ensure the shared SSE covers `candidate_filter`. Rotate if not.
+
+        Open-new-before-close-old: any events buffered server-side between
+        the two opens are replayed on the new SSE, and `_seen_event_ids`
+        dedupes the overlap. Awaits `new_stream.ready` so the HTTP connection
+        is established before returning.
+        """
+        from langgraph_sdk.stream.subscription import filter_covers
+
+        if (
+            self._shared_stream is not None
+            and self._shared_stream_filter is not None
+            and filter_covers(self._shared_stream_filter, dict(candidate_filter))
+        ):
+            return  # Existing stream is sufficient.
+
+        new_filter = self._compute_current_union(extra=candidate_filter)
+        new_stream = self._transport.open_event_stream(
+            self._filter_with_since(new_filter)
+        )
+        old_stream = self._shared_stream
+        self._shared_stream = new_stream
+        self._shared_stream_filter = new_filter
+        await new_stream.ready
+        if old_stream is not None:
+            task = asyncio.create_task(_close_after(old_stream))
+            self._rotation_close_tasks.add(task)
+            task.add_done_callback(self._rotation_close_tasks.discard)
+
+    async def reconcile_stream(self, candidate_filter: SubscribeParams) -> None:
+        """Public alias for `_reconcile_stream`."""
+        return await self._reconcile_stream(candidate_filter)
+
+    def _compute_current_union(
+        self, extra: SubscribeParams | None = None
+    ) -> dict[str, Any]:
+        from langgraph_sdk.stream.subscription import compute_union_filter
+
+        filters: list[dict[str, Any]] = [
+            dict(sub.params) for sub in self._subscriptions.values()
+        ]
+        if extra is not None:
+            filters.append(dict(extra))
+        return compute_union_filter(filters)
+
+    # ------------------------------------------------------------------
+    # Cursor tracking
+    # ------------------------------------------------------------------
+
+    def observe_applied_through_seq(self, seq: Any) -> None:
+        """Advance the reconnect cursor from a command response meta sequence."""
+        self._observe_seq(seq)
+
+    def _observe_event(self, event: Event) -> None:
+        self._observe_seq(event.get("seq"))
+
+    def _observe_seq(self, seq: Any) -> None:
+        if isinstance(seq, int) and (self._cursor is None or seq > self._cursor):
+            self._cursor = seq
+
+    def _filter_with_since(self, params: dict[str, Any]) -> dict[str, Any]:
+        out = dict(params)
+        if self._cursor is not None:
+            out["since"] = self._cursor
+        return out
+
+    # ------------------------------------------------------------------
+    # Dedup iterator
+    # ------------------------------------------------------------------
+
+    async def _dedup_iter(self, source: AsyncIterator[Event]) -> AsyncIterator[Event]:
+        async for event in source:
+            event_id = event.get("event_id")
+            if event_id is not None:
+                if event_id in self._seen_event_ids:
+                    continue
+                self._seen_event_ids.add(event_id)
+            self._observe_event(event)
+            yield event

libs/sdk-py/langgraph_sdk/stream/decoders.py

@@ -0,0 +1,359 @@
+"""Per-channel event → items state machines.
+
+Used both by the projection iterators (`_ValuesProjection`,
+`_MessagesProjection`, `_ToolCallsProjection`, `_SubgraphsProjection`) on
+`AsyncThreadStream` / `SyncThreadStream`, and by `interleave_projections`,
+which drives multiple decoders from one shared subscription.
+"""
+
+from __future__ import annotations
+
+from collections.abc import Callable, Iterable, Mapping
+from typing import Any, Literal, Protocol
+
+#: Channel names the public ``interleave_projections`` API accepts as built-ins.
+SUPPORTED_INTERLEAVE_CHANNELS = (
+    "values",
+    "messages",
+    "tool_calls",
+    "subgraphs",
+    "updates",
+    "checkpoints",
+    "tasks",
+)
+
+#: Channel names that ``infer_channel`` recognizes as first-class protocol
+#: methods but that ``interleave_projections`` has no decoder for. Routing them
+#: to the extension/``custom:`` fallback would subscribe to a channel that never
+#: matches and silently yield nothing, so they are rejected up front (fail
+#: closed). ``lifecycle`` is control-plane (drives run output/interrupt); ``tools``
+#: is the wire alias for the public ``tool_calls`` channel.
+RESERVED_INTERLEAVE_CHANNELS = frozenset({"lifecycle", "tools", "input"})
+
+
+def validate_interleave_channels(channels: list[str]) -> None:
+    """Reject reserved protocol channel names before they hit the fallback.
+
+    Genuine extension names pass through untouched; only names that
+    ``infer_channel`` treats as built-in methods without an interleave decoder
+    are rejected, so a typo'd or unsupported protocol channel surfaces an error
+    instead of an empty stream.
+    """
+    for ch in channels:
+        if ch in RESERVED_INTERLEAVE_CHANNELS:
+            hint = ' (use "tool_calls")' if ch == "tools" else ""
+            raise ValueError(
+                f"{ch!r} is not a valid interleave_projections channel{hint}. "
+                f"Supported channels: {', '.join(SUPPORTED_INTERLEAVE_CHANNELS)}, "
+                "or an extension name."
+            )
+
+
+def _event_namespace(params_field: Any) -> list[str]:
+    if not isinstance(params_field, dict):
+        return []
+    namespace = params_field.get("namespace") or []
+    return list(namespace) if isinstance(namespace, list) else []
+
+
+def _message_event_id(data: dict[str, Any]) -> str | None:
+    message_id = data.get("id") or data.get("message_id")
+    return str(message_id) if message_id is not None else None
+
+
+def _message_route_key(data: dict[str, Any], fallback: str | None = None) -> str:
+    """Return the routing key for a message-channel event in `active`.
+
+    Keys on `message_id` when available so concurrent messages that share the
+    same `run_id` (two AI turns in one agent step) route to independent streams
+    rather than colliding on a shared `run:<run_id>` slot.
+    """
+    message_id = _message_event_id(data)
+    if message_id is not None:
+        return f"message:{message_id}"
+    if fallback is not None:
+        return f"message:{fallback}"
+    return "__single__"
+
+
+SubgraphStatus = Literal["started", "completed", "failed", "interrupted"]
+
+
+def _parse_namespace_segment(segment: str) -> tuple[str, str | None]:
+    name, sep, task_id = segment.partition(":")
+    return name, task_id if sep else None
+
+
+def _terminal_from_tasks_result(
+    data: dict[str, Any],
+) -> tuple[SubgraphStatus, str | None]:
+    if data.get("interrupts"):
+        return "interrupted", None
+    error = data.get("error")
+    if error:
+        return "failed", str(error)
+    return "completed", None
+
+
+def _is_direct_child(namespace: list[str], scope: tuple[str, ...]) -> bool:
+    return len(namespace) == len(scope) + 1 and tuple(namespace[: len(scope)]) == scope
+
+
+class Decoder(Protocol):
+    def feed(self, event: Mapping[str, Any]) -> Iterable[Any]: ...
+
+
+class DataDecoder:
+    """Yields `params.data` from events of a single `method`.
+
+    Covers the channels whose projection is just "emit the payload": `values`,
+    `updates`, `checkpoints`, `tasks` — the SDK analog of local's
+    `Values`/`Updates`/`Checkpoints`/`TasksTransformer`, all of which push
+    `params["data"]` unchanged. The REST-state seeding for `values` stays at
+    the projection layer; it is a one-shot pre-stream fetch, not part of the
+    event state machine.
+
+    Args:
+        method: The protocol `method` this decoder consumes.
+        namespace: When not `None`, events whose namespace differs are ignored
+            (scope filter, mirroring the local transformers' `namespace != scope`
+            check). `None` consumes every namespace — the historical `values`
+            projection behavior, where subscription scoping is handled upstream.
+    """
+
+    def __init__(self, method: str, namespace: list[str] | None = None):
+        self._method = method
+        self._namespace = list(namespace) if namespace is not None else None
+
+    def feed(self, event: Mapping[str, Any]) -> Iterable[Any]:
+        if event.get("method") != self._method:
+            return
+        params = event.get("params") or {}
+        if self._namespace is not None and _event_namespace(params) != self._namespace:
+            return
+        data = params.get("data")
+        if data is not None:
+            yield data
+
+
+class MessagesDecoder:
+    """Yields one chat-model stream per `message-start` event.
+
+    Subsequent events route to the matching stream via `stream.dispatch(data)`.
+    Mirrors the per-event body of `_MessagesProjection._messages_iter`
+    (`_async/stream.py:404-458`). The subscription open/close and the
+    `_root_messages_inbox` drain branch stay at the projection layer.
+
+    Args:
+        namespace: Events whose namespace differs are ignored (scope filter).
+        stream_factory: Keyword-only `(namespace, node, message_id) -> stream`.
+            Sync binds `ChatModelStream`; async binds `AsyncChatModelStream`.
+    """
+
+    def __init__(
+        self,
+        namespace: list[str],
+        stream_factory: Callable[..., Any],
+    ):
+        self._namespace = list(namespace)
+        self._stream_factory = stream_factory
+        self._active: dict[str, Any] = {}  # route_key -> stream
+
+    def feed(self, event: Mapping[str, Any]) -> Iterable[Any]:
+        if event.get("method") != "messages":
+            return
+        params = event.get("params") or {}
+        if _event_namespace(params) != self._namespace:
+            return
+        data = params.get("data")
+        if not isinstance(data, dict):
+            return
+        if data.get("event") == "message-start":
+            message_id = _message_event_id(data)
+            key = _message_route_key(data, fallback=message_id)
+            metadata = (
+                data.get("metadata") if isinstance(data.get("metadata"), dict) else {}
+            )
+            stream = self._stream_factory(
+                namespace=list(self._namespace),
+                node=metadata.get("langgraph_node") if metadata else None,
+                message_id=message_id,
+            )
+            self._active[key] = stream
+            stream.dispatch(data)
+            yield stream
+        else:
+            key = _message_route_key(data)
+            stream = self._active.get(key)
+            if stream is None and key == "__single__" and len(self._active) == 1:
+                stream = next(iter(self._active.values()))
+            if stream is None:
+                return
+            stream.dispatch(data)
+            if data.get("event") in ("message-finish", "error"):
+                for route_key, candidate in list(self._active.items()):
+                    if candidate is stream:
+                        del self._active[route_key]
+
+
+class ToolCallsDecoder:
+    """Yields one tool-call handle per `tool-started` event.
+
+    Mirrors the per-event body of `_ToolCallsProjection._tool_calls_iter`
+    (`_async/stream.py:1168-1217`). The thread register/unregister and the
+    terminal-error-on-close finally stay at the projection / wrapper layer.
+
+    Args:
+        namespace: Events whose namespace differs are ignored.
+        handle_factory: Keyword-only `(tool_call_id, name, input, namespace) -> handle`.
+    """
+
+    def __init__(self, namespace: list[str], handle_factory: Callable[..., Any]):
+        self._namespace = list(namespace)
+        self._handle_factory = handle_factory
+        self._active: dict[str, Any] = {}
+
+    def feed(self, event: Mapping[str, Any]) -> Iterable[Any]:
+        if event.get("method") != "tools":
+            return
+        params = event.get("params") or {}
+        if _event_namespace(params) != self._namespace:
+            return
+        data = params.get("data")
+        if not isinstance(data, dict):
+            return
+        tool_call_id = data.get("tool_call_id")
+        if not isinstance(tool_call_id, str):
+            return
+        event_type = data.get("event")
+        if event_type == "tool-started":
+            name = data.get("tool_name")
+            handle = self._handle_factory(
+                tool_call_id=tool_call_id,
+                name=name if isinstance(name, str) else "",
+                input=data.get("input"),
+                namespace=list(self._namespace),
+            )
+            self._active[tool_call_id] = handle
+            yield handle
+        elif event_type == "tool-output-delta":
+            handle = self._active.get(tool_call_id)
+            delta = data.get("delta")
+            if handle is not None and isinstance(delta, str):
+                handle._push_delta(delta)
+        elif event_type == "tool-finished":
+            handle = self._active.pop(tool_call_id, None)
+            if handle is not None:
+                handle._finish(data.get("output"))
+        elif event_type == "tool-error":
+            handle = self._active.pop(tool_call_id, None)
+            if handle is not None:
+                message = data.get("message")
+                handle._fail(
+                    RuntimeError(str(message) if message else "Tool call errored")
+                )
+
+
+class SubgraphsDecoder:
+    """Discovers child subgraph handles and fans out events to active ones.
+
+    Mirrors the per-event body of `_SubgraphsProjection._subgraphs_iter`
+    (`_async/stream.py:963-1041`) plus `_apply_tasks_result`. Root-inbox
+    forwarding and terminal-status-on-close stay at the projection / wrapper
+    layer.
+
+    Args:
+        scope: Tuple-form namespace of this decoder's parent. `()` for root.
+        handle_factory: Keyword-only `(path, graph_name, trigger_call_id) -> handle`.
+    """
+
+    def __init__(self, scope: tuple[str, ...], handle_factory: Callable[..., Any]):
+        self._scope = scope
+        self._handle_factory = handle_factory
+        self._active: dict[tuple[str, ...], Any] = {}
+        self._seen: set[tuple[str, ...]] = set()
+
+    def feed(self, event: Mapping[str, Any]) -> Iterable[Any]:
+        params = event.get("params") or {}
+        namespace = _event_namespace(params)
+        data = params.get("data")
+        if not isinstance(data, dict):
+            return
+        method = event.get("method")
+
+        # 1. Fanout: first active child whose path prefixes this namespace.
+        ns_tuple = tuple(namespace)
+        for child_path, child_handle in self._active.items():
+            child_len = len(child_path)
+            if len(ns_tuple) >= child_len and ns_tuple[:child_len] == child_path:
+                child_handle._push_event(event)
+                break
+
+        # 2 + 3. Discovery / status from tasks; discovery from lifecycle.
+        if method == "tasks":
+            if "result" in data:
+                self._apply_tasks_result(namespace, data)
+            elif _is_direct_child(namespace, self._scope):
+                yield from self._discover(namespace)
+        elif (
+            method == "lifecycle"
+            and data.get("event") == "started"
+            and _is_direct_child(namespace, self._scope)
+        ):
+            yield from self._discover(namespace)
+
+    def _discover(self, namespace: list[str]) -> Iterable[Any]:
+        path = tuple(namespace)
+        if path in self._seen:
+            return
+        self._seen.add(path)
+        graph_name, trigger_call_id = _parse_namespace_segment(path[-1])
+        handle = self._handle_factory(
+            path=path,
+            graph_name=graph_name or None,
+            trigger_call_id=trigger_call_id,
+        )
+        self._active[path] = handle
+        yield handle
+
+    def _apply_tasks_result(self, namespace: list[str], data: dict[str, Any]) -> None:
+        result_id = data.get("id")
+        if not result_id:
+            return
+        parent_path = tuple(namespace)
+        for child_path, handle in list(self._active.items()):
+            if child_path[:-1] != parent_path:
+                continue
+            if handle.trigger_call_id != result_id:
+                continue
+            status, error = _terminal_from_tasks_result(data)
+            handle._finish(status, error)
+            del self._active[child_path]
+
+
+class ExtensionsDecoder:
+    """Yields `params.data` from one named custom channel.
+
+    Mirrors `_ExtensionProjection._iter` (`_async/stream.py:1278-1299`), with
+    an added name filter so it can share one subscription in interleave.
+
+    Args:
+        name: The extension name. Only `custom` events whose `data["name"]`
+            matches are consumed.
+    """
+
+    def __init__(self, name: str):
+        if not name:
+            raise ValueError("extension name must be non-empty.")
+        self._name = name
+
+    def feed(self, event: Mapping[str, Any]) -> Iterable[Any]:
+        if event.get("method") != "custom":
+            return
+        params = event.get("params") or {}
+        data = params.get("data")
+        if not isinstance(data, dict):
+            return
+        if data.get("name") != self._name:
+            return
+        yield data

libs/sdk-py/langgraph_sdk/stream/multi_cursor_buffer.py

@@ -0,0 +1,71 @@
+"""Unbounded async-iterable append-only log with per-iterator cursors.
+
+Direct port of `libs/sdk/src/client/stream/multi-cursor-buffer.ts`. Each
+`async for` loop gets its own cursor starting at position 0, so late
+consumers still see all previously buffered items. Lifetime is bounded by
+the owning projection / handle; there is no eviction policy.
+"""
+
+from __future__ import annotations
+
+import asyncio
+from collections.abc import AsyncIterable, AsyncIterator
+from typing import Generic, TypeVar
+
+T = TypeVar("T")
+
+
+class MultiCursorBuffer(AsyncIterable[T], Generic[T]):
+    def __init__(self) -> None:
+        self._items: list[T] = []
+        self._wakeups: set[asyncio.Future[None]] = set()
+        self._closed = False
+
+    def push(self, item: T) -> None:
+        # Post-close pushes are accepted: cursors already terminated miss the item,
+        # but new cursors started later see the full log including it. Matches JS.
+        self._items.append(item)
+        self._wake_all()
+
+    def close(self) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        self._wake_all()
+
+    def __len__(self) -> int:
+        return len(self._items)
+
+    def __aiter__(self) -> AsyncIterator[T]:
+        return _Cursor(self)
+
+    def _wake_all(self) -> None:
+        for fut in self._wakeups:
+            if not fut.done():
+                fut.set_result(None)
+        self._wakeups.clear()
+
+
+class _Cursor(Generic[T]):
+    def __init__(self, buffer: MultiCursorBuffer[T]) -> None:
+        self._buffer = buffer
+        self._idx = 0
+
+    def __aiter__(self) -> _Cursor[T]:
+        return self
+
+    async def __anext__(self) -> T:
+        while True:
+            if self._idx < len(self._buffer._items):
+                item = self._buffer._items[self._idx]
+                self._idx += 1
+                return item
+            if self._buffer._closed:
+                raise StopAsyncIteration
+            loop = asyncio.get_running_loop()
+            fut: asyncio.Future[None] = loop.create_future()
+            self._buffer._wakeups.add(fut)
+            try:
+                await fut
+            finally:
+                self._buffer._wakeups.discard(fut)

libs/sdk-py/langgraph_sdk/stream/subscription.py

@@ -0,0 +1,208 @@
+"""Subscription matching: channel inference + namespace prefix filtering.
+
+Direct port of `libs/sdk/src/client/stream/subscription.ts` from the JS SDK.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+from langchain_protocol import Channel, Event, Namespace, SubscribeParams
+
+
+def normalize_segment(segment: str) -> str:
+    """Strip the dynamic suffix after `:` from a namespace segment."""
+    idx = segment.find(":")
+    return segment if idx == -1 else segment[:idx]
+
+
+def is_prefix_match(event_namespace: Namespace, prefix: Namespace) -> bool:
+    """Whether `event_namespace` starts with `prefix`.
+
+    Segments compare literally first; if the prefix segment contains no `:`,
+    the candidate is also compared after its dynamic suffix is stripped.
+    Mirrors `is_prefix_match` in `api/langgraph_api/protocol/namespace.py`.
+    """
+    if len(prefix) > len(event_namespace):
+        return False
+    for seg, candidate in zip(prefix, event_namespace, strict=False):
+        if candidate == seg:
+            continue
+        if ":" in seg:
+            return False
+        if normalize_segment(candidate) == seg:
+            continue
+        return False
+    return True
+
+
+def namespace_matches(
+    event_namespace: Namespace,
+    prefixes: list[Namespace] | None,
+    depth: int | None,
+) -> bool:
+    """Whether `event_namespace` matches any of `prefixes` within `depth`."""
+    if not prefixes:
+        return True
+    for prefix in prefixes:
+        if not is_prefix_match(event_namespace, prefix):
+            continue
+        if depth is None:
+            return True
+        if len(event_namespace) - len(prefix) <= depth:
+            return True
+    return False
+
+
+_DIRECT_METHODS = {
+    "values",
+    "checkpoints",
+    "updates",
+    "messages",
+    "tools",
+    "lifecycle",
+    "tasks",
+}
+
+
+def infer_channel(event: Event) -> Channel | None:
+    """Map a protocol event's `method` to its subscription channel.
+
+    Returns `None` for unrecognized methods so new server-side channels (e.g.
+    from extension transformers) don't break existing clients.
+    """
+    method = event.get("method")
+    if method in _DIRECT_METHODS:
+        return method  # type: ignore[return-value]
+    if method == "custom":
+        params = event.get("params") or {}
+        data = params.get("data") if isinstance(params, dict) else None
+        name = data.get("name") if isinstance(data, dict) else None
+        # JS uses != null; truthiness here treats name="" the same as missing.
+        return f"custom:{name}" if name else "custom"
+    if method == "input.requested":
+        return "input"
+    return None
+
+
+def matches_subscription(event: Event, definition: SubscribeParams) -> bool:
+    """Whether `event` should be delivered for `definition`."""
+    channel = infer_channel(event)
+    if channel is None:
+        return False
+    channels = definition.get("channels", [])
+    if channel not in channels and not (
+        channel.startswith("custom:") and "custom" in channels
+    ):
+        return False
+    params = event.get("params") or {}
+    namespace = params.get("namespace", []) if isinstance(params, dict) else []
+    return namespace_matches(
+        namespace,
+        definition.get("namespaces"),
+        definition.get("depth"),
+    )
+
+
+def compute_union_filter(
+    subscriptions: list[dict[str, Any]],
+) -> dict[str, Any]:
+    """Aggregate a set of subscription filters into one covering filter.
+
+    Direct port of `client/stream/index.ts:#computeUnionFilter`.
+
+    - Channels are unioned.
+    - Namespaces: if any subscription omits `namespaces` (wildcard), the union
+      is unscoped (omits the key). Otherwise, deduplicated union.
+    - Depth: if any subscription omits `depth` (unbounded), the union is
+      unbounded (omits the key). Otherwise, take the max. `depth=0` is a
+      valid bounded value — never omit when all subscriptions provide it.
+
+    Args:
+        subscriptions: list of `SubscribeParams`-shaped dicts.
+
+    Returns:
+        A `SubscribeParams`-shaped dict covering every input.
+    """
+    if not subscriptions:
+        return {"channels": []}
+
+    channels: set[str] = set()
+    wildcard_namespaces = False
+    namespace_map: dict[tuple[str, ...], list[str]] = {}
+    unbounded_depth = False
+    max_depth = 0
+
+    for sub in subscriptions:
+        for ch in sub.get("channels", []):
+            channels.add(ch)
+
+        sub_namespaces = sub.get("namespaces")
+        if sub_namespaces is None:
+            wildcard_namespaces = True
+        elif not wildcard_namespaces:
+            for ns in sub_namespaces:
+                namespace_map[tuple(ns)] = ns
+
+        sub_depth = sub.get("depth")
+        if sub_depth is None:
+            unbounded_depth = True
+        elif not unbounded_depth and sub_depth > max_depth:
+            max_depth = sub_depth
+
+    result: dict[str, Any] = {"channels": sorted(channels)}
+    if not wildcard_namespaces and namespace_map:
+        result["namespaces"] = list(namespace_map.values())
+    if not unbounded_depth:
+        result["depth"] = max_depth
+    return result
+
+
+def filter_covers(coverer: dict[str, Any], target: dict[str, Any]) -> bool:
+    """Whether `coverer` is a superset of `target`.
+
+    Direct port of `client/stream/index.ts:filterCovers`. Depth coverage
+    accounts for namespace-prefix offset: a scoped coverer needs enough depth
+    to absorb the extra levels of any deeper target namespace prefix.
+    """
+    coverer_channels = set(coverer.get("channels", []))
+    for ch in target.get("channels", []):
+        if ch not in coverer_channels:
+            return False
+
+    coverer_depth = coverer.get("depth")
+    target_depth = target.get("depth")
+    coverer_namespaces = coverer.get("namespaces")
+    target_namespaces = target.get("namespaces")
+
+    # Unscoped coverer covers any namespace; depth is a simple scalar check.
+    if coverer_namespaces is None:
+        if coverer_depth is None:
+            return True
+        if target_depth is None:
+            return False
+        return target_depth <= coverer_depth
+
+    # Scoped coverer cannot cover an unscoped target.
+    if target_namespaces is None:
+        return False
+
+    # Each target namespace must be covered by SOME coverer namespace,
+    # AND the depth-with-offset must fit.
+    for tp in target_namespaces:
+        covered = False
+        for cp in coverer_namespaces:
+            if not is_prefix_match(tp, cp):
+                continue
+            if coverer_depth is None:
+                covered = True
+                break
+            if target_depth is None:
+                # target wants unbounded depth — coverer bounded can't cover.
+                continue
+            if len(tp) - len(cp) + target_depth <= coverer_depth:
+                covered = True
+                break
+        if not covered:
+            return False
+    return True

libs/sdk-py/langgraph_sdk/stream/sync_controller.py

@@ -0,0 +1,342 @@
+"""Synchronous shared-stream fan-out controller for v3 thread streaming."""
+
+from __future__ import annotations
+
+import contextlib
+import logging
+import random
+import threading
+import time
+from dataclasses import dataclass, field
+from queue import Queue as _Queue
+from typing import Any
+
+from langchain_protocol import Event, SubscribeParams
+
+from langgraph_sdk.stream.subscription import compute_union_filter, filter_covers
+from langgraph_sdk.stream.transport import (
+    SyncEventStreamHandle,
+    SyncProtocolTransport,
+)
+
+_logger = logging.getLogger(__name__)
+
+
+_ROOT_TERMINAL_LIFECYCLE_EVENTS = frozenset({"completed", "failed"})
+
+
+def _is_root_terminal_lifecycle(event: Any) -> bool:
+    """Return True for a root-namespace lifecycle event marking run end.
+
+    Matches the wire shape ``{method: "lifecycle", params: {namespace: [],
+    data: {event: "completed" | "failed"}}}``. Subgraph lifecycle events
+    (non-empty namespace) do not terminate the parent run.
+    """
+    if not isinstance(event, dict):
+        return False
+    if event.get("method") != "lifecycle":
+        return False
+    params = event.get("params") or {}
+    if not isinstance(params, dict):
+        return False
+    if params.get("namespace") or []:
+        return False
+    data = params.get("data") or {}
+    if not isinstance(data, dict):
+        return False
+    return data.get("event") in _ROOT_TERMINAL_LIFECYCLE_EVENTS
+
+
+@dataclass
+class _SyncSubscription:
+    id: int
+    params: SubscribeParams
+    queue: _Queue[Event | None] = field(default_factory=_Queue)
+    # Why: using `queue.Queue` in the annotation causes ty to resolve `queue`
+    # as the field being defined (name shadowing), not the stdlib module.
+
+
+_DEFAULT_RUN_START_TIMEOUT: float = 30.0
+
+
+class SyncStreamController:
+    """Owns the sync shared SSE handle, subscription registry, and fan-out thread."""
+
+    def __init__(
+        self,
+        transport: SyncProtocolTransport,
+        *,
+        run_start_gate: threading.Event | None = None,
+        run_start_timeout: float = _DEFAULT_RUN_START_TIMEOUT,
+        max_reconnect_attempts: int = 5,
+        reconnect_backoff_base: float = 0.1,
+        reconnect_backoff_cap: float = 10.0,
+    ) -> None:
+        self._transport = transport
+        self._next_subscription_id = 1
+        self._subscriptions: dict[int, _SyncSubscription] = {}
+        self._seen_event_ids: set[str] = set()
+        self._shared_stream: SyncEventStreamHandle | None = None
+        self._shared_stream_filter: dict[str, Any] | None = None
+        self._fanout_thread: threading.Thread | None = None
+        self._closed = False
+        self._lock = threading.RLock()
+        self._cursor: int | None = None
+        # When None, no gate is applied and reconcile_stream proceeds immediately.
+        # SyncThreadStream passes an un-set Event so subscriptions wait until
+        # run.start completes.
+        self._run_start_gate = run_start_gate
+        self._run_start_timeout = run_start_timeout
+        self._max_reconnect_attempts = max_reconnect_attempts
+        self._reconnect_backoff_base = reconnect_backoff_base
+        self._reconnect_backoff_cap = reconnect_backoff_cap
+        self._drain_threads: set[threading.Thread] = set()
+
+    def register_subscription(self, params: SubscribeParams) -> _SyncSubscription:
+        with self._lock:
+            sub = _SyncSubscription(id=self._next_subscription_id, params=params)
+            self._next_subscription_id += 1
+            self._subscriptions[sub.id] = sub
+            return sub
+
+    def unregister_subscription(self, subscription_id: int) -> None:
+        with self._lock:
+            self._subscriptions.pop(subscription_id, None)
+
+    def signal_paused(self) -> None:
+        """Wake every active subscription iterator on interrupt (run pause).
+
+        Pushes the terminal sentinel (`None`) into every subscription queue.
+        Iterators see `None` and return; the shared SSE keeps running so
+        re-iteration after `run.respond(...)` registers a fresh subscription
+        and resumes.
+        """
+        with self._lock:
+            subs = list(self._subscriptions.values())
+        for sub in subs:
+            sub.queue.put(None)
+
+    def reconcile_stream(self, candidate_filter: SubscribeParams) -> None:
+        if self._run_start_gate is not None and not self._run_start_gate.wait(
+            timeout=self._run_start_timeout
+        ):
+            raise TimeoutError("Sync run.start gate timeout.")
+        with self._lock:
+            if (
+                self._shared_stream is not None
+                and self._shared_stream_filter is not None
+                and filter_covers(self._shared_stream_filter, dict(candidate_filter))
+            ):
+                return
+            new_filter = self._compute_current_union(extra=candidate_filter)
+            old_stream = self._shared_stream
+            self._shared_stream = self._transport.open_event_stream(
+                self._filter_with_since(new_filter)
+            )
+            self._shared_stream_filter = new_filter
+            if old_stream is not None:
+                drain_thread = threading.Thread(
+                    target=self._drain_and_close,
+                    args=(old_stream,),
+                    daemon=True,
+                    name="langgraph-sdk-sync-rotation-drain",
+                )
+                self._drain_threads.add(drain_thread)
+                drain_thread.start()
+
+    def ensure_fanout_running(self) -> None:
+        with self._lock:
+            if self._fanout_thread is not None and self._fanout_thread.is_alive():
+                return
+            self._fanout_thread = threading.Thread(
+                target=self._fanout,
+                name="langgraph-sdk-sync-stream-fanout",
+                daemon=True,
+            )
+            self._fanout_thread.start()
+
+    def _fanout(self) -> None:
+        from langgraph_sdk.stream.subscription import matches_subscription
+
+        while True:
+            with self._lock:
+                if self._closed:
+                    return
+                shared = self._shared_stream
+            if shared is None:
+                return
+            try:
+                for event in self._dedup_iter(shared.events):
+                    with self._lock:
+                        if self._closed:
+                            break
+                        subscriptions = list(self._subscriptions.values())
+                    for sub in subscriptions:
+                        if matches_subscription(event, sub.params):
+                            sub.queue.put(event)
+                    # Root-terminal lifecycle: push `None` into all sub
+                    # queues so projection iterators exit when the run
+                    # ends naturally. Terminal is processed in seq order
+                    # on the shared SSE, so in-flight values/tools/
+                    # messages events for this run are already queued
+                    # before None.
+                    if _is_root_terminal_lifecycle(event):
+                        self.signal_paused()
+            except Exception:
+                pass  # transport drop — attempt reconnect below
+
+            with self._lock:
+                if self._shared_stream is not shared:
+                    continue  # rotation happened; pick up new stream
+                # No rotation — check if this was a transport drop
+            err = shared.error()
+            if err is not None and not self._closed:
+                if self._reconnect_shared_stream():
+                    continue
+            break
+
+        with self._lock:
+            for sub in self._subscriptions.values():
+                sub.queue.put(None)
+
+    def _reconnect_shared_stream(self) -> bool:
+        with self._lock:
+            base_filter = self._shared_stream_filter
+        if base_filter is None:
+            return False
+        for _ in range(self._max_reconnect_attempts):
+            with self._lock:
+                if self._closed:
+                    return False
+                params = self._filter_with_since(base_filter)
+            try:
+                new_stream = self._transport.open_event_stream(params)
+            except Exception:
+                continue
+            with self._lock:
+                self._shared_stream = new_stream
+            return True
+        return False
+
+    def _compute_current_union(
+        self, extra: SubscribeParams | None = None
+    ) -> dict[str, Any]:
+        filters = [dict(sub.params) for sub in self._subscriptions.values()]
+        if extra is not None:
+            filters.append(dict(extra))
+        # Always include lifecycle in the shared SSE filter so `_fanout`
+        # sees root-terminal events in seq order with the projection
+        # events. See `_is_root_terminal_lifecycle`.
+        filters.append({"channels": ["lifecycle"]})
+        return compute_union_filter(filters)
+
+    def observe_applied_through_seq(self, seq: Any) -> None:
+        """Advance the reconnect cursor from a command response meta sequence."""
+        with self._lock:
+            self._observe_seq(seq)
+
+    def _observe_event(self, event: Event) -> None:
+        with self._lock:
+            self._observe_seq(event.get("seq"))
+
+    def _observe_seq(self, seq: Any) -> None:
+        if isinstance(seq, int) and (self._cursor is None or seq > self._cursor):
+            self._cursor = seq
+
+    def _filter_with_since(self, params: dict[str, Any]) -> dict[str, Any]:
+        out = dict(params)
+        if self._cursor is not None:
+            out["since"] = self._cursor
+        return out
+
+    def _dedup_iter(self, source: Any) -> Any:
+        for event in source:
+            event_id = event.get("event_id")
+            if event_id is not None:
+                if event_id in self._seen_event_ids:
+                    continue
+                self._seen_event_ids.add(event_id)
+            self._observe_event(event)
+            yield event
+
+    def _drain_and_close(self, handle: SyncEventStreamHandle) -> None:
+        """Drain remaining events from an old handle before closing it.
+
+        Runs in a background thread spawned by `reconcile_stream` on rotation
+        so buffered events are not lost when the shared stream is replaced.
+        Events are dispatched to subscribers regardless of `_closed` so that
+        already-buffered events reach consumers before the handle is closed.
+        """
+        from langgraph_sdk.stream.subscription import matches_subscription
+
+        try:
+            for event in self._dedup_iter(handle.events):
+                with self._lock:
+                    subscriptions = list(self._subscriptions.values())
+                for sub in subscriptions:
+                    if matches_subscription(event, sub.params):
+                        sub.queue.put(event)
+        except Exception as err:
+            _logger.debug("rotation drain exception: %r", err)
+        finally:
+            with contextlib.suppress(Exception):
+                handle.close()
+            with self._lock:
+                self._drain_threads.discard(threading.current_thread())
+
+    def _reconnect_sleep(self, attempt: int) -> None:
+        """Sleep with exponential backoff + jitter before a reconnect attempt."""
+        base = self._reconnect_backoff_base
+        cap = self._reconnect_backoff_cap
+        delay = min(cap, base * (2**attempt))
+        jitter = random.uniform(0, delay * 0.25)
+        time.sleep(delay + jitter)
+
+    def _reconnect_shared_stream(self) -> bool:
+        """Attempt to reopen the shared stream after a transport drop.
+
+        Returns True if a new stream was successfully opened, False if all
+        reconnect attempts were exhausted or the controller was closed.
+        """
+        base_filter = self._shared_stream_filter
+        if base_filter is None:
+            return False
+        for attempt in range(self._max_reconnect_attempts):
+            if self._closed:
+                return False
+            if attempt > 0:
+                self._reconnect_sleep(attempt - 1)
+            try:
+                new_handle = self._transport.open_event_stream(
+                    self._filter_with_since(base_filter)
+                )
+                old = self._shared_stream
+                self._shared_stream = new_handle
+                if old is not None:
+                    with contextlib.suppress(Exception):
+                        old.close()
+                return True
+            except Exception as err:
+                _logger.debug("sync reconnect attempt %d failed: %r", attempt, err)
+        return False
+
+    def close(self) -> None:
+        with self._lock:
+            if self._closed:
+                return
+            self._closed = True
+            shared = self._shared_stream
+            for sub in self._subscriptions.values():
+                sub.queue.put(None)
+        if shared is not None:
+            shared.close()
+        thread = self._fanout_thread
+        if thread is not None and thread.is_alive():
+            with contextlib.suppress(RuntimeError):
+                thread.join(timeout=1.0)
+        with self._lock:
+            drain_threads = set(self._drain_threads)
+        for drain in drain_threads:
+            if drain.is_alive():
+                with contextlib.suppress(RuntimeError):
+                    drain.join(timeout=1.0)

libs/sdk-py/langgraph_sdk/stream/transport/__init__.py

@@ -0,0 +1,27 @@
+"""Public exports for the v3 streaming transport layer."""
+
+from langgraph_sdk.stream.transport.base import (
+    AsyncProtocolTransport,
+    EventStreamHandle,
+    SyncEventStreamHandle,
+    SyncProtocolTransport,
+    build_event_stream_body,
+    build_websocket_url,
+)
+from langgraph_sdk.stream.transport.http import ProtocolSseTransport
+from langgraph_sdk.stream.transport.sync_http import SyncProtocolSseTransport
+from langgraph_sdk.stream.transport.sync_ws import SyncProtocolWebSocketTransport
+from langgraph_sdk.stream.transport.ws import ProtocolWebSocketTransport
+
+__all__ = [
+    "AsyncProtocolTransport",
+    "EventStreamHandle",
+    "ProtocolSseTransport",
+    "ProtocolWebSocketTransport",
+    "SyncEventStreamHandle",
+    "SyncProtocolSseTransport",
+    "SyncProtocolTransport",
+    "SyncProtocolWebSocketTransport",
+    "build_event_stream_body",
+    "build_websocket_url",
+]

libs/sdk-py/langgraph_sdk/stream/transport/base.py

@@ -0,0 +1,79 @@
+"""Shared transport contracts for v3 thread-centric streaming."""
+
+from __future__ import annotations
+
+import asyncio
+from collections.abc import AsyncIterator, Awaitable, Callable, Iterator, Mapping
+from dataclasses import dataclass
+from typing import Any, Protocol
+
+import httpx
+from langchain_protocol import Event
+
+
+@dataclass
+class EventStreamHandle:
+    """Handle for one async filtered event stream."""
+
+    events: AsyncIterator[Event]
+    ready: asyncio.Future[None]
+    done: asyncio.Future[BaseException | None]
+    close: Callable[[], Awaitable[None]]
+
+
+@dataclass
+class SyncEventStreamHandle:
+    """Handle for one sync filtered event stream."""
+
+    events: Iterator[Event]
+    error: Callable[[], BaseException | None]
+    close: Callable[[], None]
+
+
+class AsyncProtocolTransport(Protocol):
+    """Protocol implemented by async SSE and WebSocket transports."""
+
+    thread_id: str
+
+    async def send_command(self, command: dict[str, Any]) -> dict[str, Any] | None: ...
+
+    def open_event_stream(self, params: dict[str, Any]) -> EventStreamHandle: ...
+
+    async def close(self) -> None: ...
+
+
+class SyncProtocolTransport(Protocol):
+    """Protocol implemented by sync SSE and WebSocket transports."""
+
+    thread_id: str
+
+    def send_command(self, command: dict[str, Any]) -> dict[str, Any] | None: ...
+
+    def open_event_stream(self, params: dict[str, Any]) -> SyncEventStreamHandle: ...
+
+    def close(self) -> None: ...
+
+
+def build_event_stream_body(params: dict[str, Any]) -> dict[str, Any]:
+    body: dict[str, Any] = {"channels": params["channels"]}
+    if params.get("namespaces") is not None:
+        body["namespaces"] = params["namespaces"]
+    if params.get("depth") is not None:
+        body["depth"] = params["depth"]
+    since = params.get("since")
+    if isinstance(since, int):
+        body["since"] = since
+    return body
+
+
+def build_websocket_url(base_url: httpx.URL, path: str) -> str:
+    """Convert an HTTP base URL plus API path into a WebSocket URL."""
+    scheme = "wss" if base_url.scheme == "https" else "ws"
+    base_path = base_url.path.rstrip("/")
+    stream_path = path if path.startswith("/") else f"/{path}"
+    full_path = f"{base_path}{stream_path}" if base_path else stream_path
+    return str(base_url.copy_with(scheme=scheme, path=full_path, query=None))
+
+
+def websocket_headers(headers: Mapping[str, str] | None) -> list[tuple[str, str]]:
+    return list(dict(headers or {}).items())

libs/sdk-py/langgraph_sdk/stream/transport/http.py

@@ -0,0 +1,199 @@
+"""HTTP/SSE transport for the v3 thread-centric protocol.
+
+Direct port of `libs/sdk/src/client/stream/transport/http.ts`.
+
+`ProtocolSseTransport` is bound to a single `thread_id` at construction. Commands
+go to `POST /threads/{thread_id}/commands` (JSON in, JSON out). Each
+`open_event_stream(params)` opens an independent filtered SSE connection at
+`POST /threads/{thread_id}/stream/events` with the `SubscribeParams` in the
+request body.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+from collections.abc import AsyncIterator, Mapping
+from typing import Any, cast
+
+import httpx
+import orjson
+from langchain_protocol import Event
+
+from langgraph_sdk._shared.utilities import _quote_path_param
+from langgraph_sdk.sse import BytesLineDecoder, SSEDecoder
+from langgraph_sdk.stream.transport.base import (
+    EventStreamHandle,
+    build_event_stream_body,
+)
+
+_build_event_stream_body = build_event_stream_body
+
+
+class ProtocolSseTransport:
+    """v3 protocol transport bound to a single `thread_id`.
+
+    Commands go to `POST /threads/{thread_id}/commands` (JSON in, JSON out).
+    `open_event_stream` opens filtered SSE streams against
+    `POST /threads/{thread_id}/stream/events`.
+    """
+
+    def __init__(
+        self,
+        *,
+        client: httpx.AsyncClient,
+        thread_id: str,
+        commands_path: str | None = None,
+        stream_path: str | None = None,
+        headers: Mapping[str, str] | None = None,
+        max_queue_size: int = 1024,
+    ) -> None:
+        self._client = client
+        self.thread_id = thread_id
+        self._commands_url = (
+            commands_path or f"/threads/{_quote_path_param(thread_id)}/commands"
+        )
+        self._stream_url = (
+            stream_path or f"/threads/{_quote_path_param(thread_id)}/stream/events"
+        )
+        self._default_headers: dict[str, str] = dict(headers or {})
+        self._max_queue_size = max_queue_size
+        self._closed = False
+        self._event_streams: set[asyncio.Task[None]] = set()
+
+    async def send_command(self, command: dict[str, Any]) -> dict[str, Any] | None:
+        """POST a command. Returns the response JSON, or `None` for 202/204.
+
+        Raises:
+            httpx.HTTPStatusError: server returned >= 400.
+            RuntimeError: the transport has been closed via `close()`.
+            RuntimeError: server returned a response missing the protocol envelope.
+        """
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+        # Merge default headers first so content-type always wins.
+        merged_headers = {**self._default_headers, "content-type": "application/json"}
+        response = await self._client.post(
+            self._commands_url,
+            content=orjson.dumps(command),
+            headers=merged_headers,
+        )
+        response.raise_for_status()
+        if response.status_code in (202, 204):
+            return None
+        if not response.content:
+            raise RuntimeError("Protocol command did not return a valid response.")
+        try:
+            payload = orjson.loads(response.content)
+        except orjson.JSONDecodeError as err:
+            raise RuntimeError(
+                "Protocol command did not return a valid response."
+            ) from err
+        if not isinstance(payload, dict) or "id" not in payload:
+            raise RuntimeError("Protocol command did not return a valid response.")
+        return payload
+
+    def open_event_stream(self, params: dict[str, Any]) -> EventStreamHandle:
+        """Open an independent filtered SSE event stream.
+
+        Posts `params` as a SubscribeParams body to `/threads/{thread_id}/stream/events`.
+        Returns an `EventStreamHandle` whose `events` async iterator yields typed
+        `Event` dicts as the server emits them. `handle.ready` resolves on a 2xx
+        response (rejects on HTTP error or transport failure before headers).
+
+        Reconnect: pass `params["since"]` to filter outbound seqs server-side. The
+        cursor goes in the request body, not as a `Last-Event-ID` header.
+        """
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+
+        loop = asyncio.get_running_loop()
+        ready: asyncio.Future[None] = loop.create_future()
+        done: asyncio.Future[BaseException | None] = loop.create_future()
+        queue: asyncio.Queue[Event | None] = asyncio.Queue(maxsize=self._max_queue_size)
+        cancel_event = asyncio.Event()
+
+        async def pump() -> None:
+            try:
+                # Merge default headers first so fixed SSE headers always win.
+                sse_headers = {
+                    **self._default_headers,
+                    "content-type": "application/json",
+                    "accept": "text/event-stream",
+                    "cache-control": "no-store",
+                }
+                async with self._client.stream(
+                    "POST",
+                    self._stream_url,
+                    content=orjson.dumps(build_event_stream_body(params)),
+                    headers=sse_headers,
+                ) as response:
+                    response.raise_for_status()
+                    if not ready.done():
+                        ready.set_result(None)
+                    line_decoder = BytesLineDecoder()
+                    sse_decoder = SSEDecoder()
+                    async for chunk in response.aiter_bytes():
+                        if cancel_event.is_set():
+                            break
+                        for line in line_decoder.decode(chunk):
+                            part = sse_decoder.decode(bytes(line))
+                            if part is None:
+                                continue
+                            if isinstance(part.data, dict):
+                                await queue.put(cast("Event", part.data))
+                    # Drain any trailing buffered line, then fire any pending event.
+                    if not cancel_event.is_set():
+                        for line in line_decoder.flush():
+                            part = sse_decoder.decode(bytes(line))
+                            if part is not None and isinstance(part.data, dict):
+                                await queue.put(cast("Event", part.data))
+                        part = sse_decoder.decode(b"")
+                        if part is not None and isinstance(part.data, dict):
+                            await queue.put(cast("Event", part.data))
+            except asyncio.CancelledError as err:
+                if not done.done():
+                    done.set_result(err)
+                raise
+            except BaseException as err:
+                if not ready.done():
+                    ready.set_exception(err)
+                if not done.done():
+                    done.set_result(err)
+            finally:
+                if not done.done():
+                    done.set_result(None)
+                await queue.put(None)  # sentinel: end of stream
+
+        task = asyncio.create_task(pump())
+        self._event_streams.add(task)
+        task.add_done_callback(self._event_streams.discard)
+
+        async def aiter() -> AsyncIterator[Event]:
+            while True:
+                item = await queue.get()
+                if item is None or cancel_event.is_set():
+                    return
+                yield item
+
+        async def close() -> None:
+            cancel_event.set()
+            # Why: pump may be mid-`finally`; ensure consumer unblocks.
+            queue.put_nowait(None)
+            task.cancel()
+            with contextlib.suppress(asyncio.CancelledError, Exception):
+                await task
+
+        return EventStreamHandle(events=aiter(), ready=ready, done=done, close=close)
+
+    async def close(self) -> None:
+        """Cancel any open event streams and mark the transport closed. Idempotent."""
+        if self._closed:
+            return
+        self._closed = True
+        tasks = list(self._event_streams)
+        for task in tasks:
+            task.cancel()
+        if tasks:
+            with contextlib.suppress(Exception, asyncio.CancelledError):
+                await asyncio.gather(*tasks, return_exceptions=True)

libs/sdk-py/langgraph_sdk/stream/transport/sync_http.py

@@ -0,0 +1,136 @@
+"""Synchronous HTTP/SSE transport for the v3 thread-centric protocol."""
+
+from __future__ import annotations
+
+import contextlib
+from collections.abc import Iterator, Mapping
+from typing import Any, cast
+
+import httpx
+import orjson
+from langchain_protocol import Event
+
+from langgraph_sdk._shared.utilities import _quote_path_param
+from langgraph_sdk.sse import BytesLineDecoder, SSEDecoder
+from langgraph_sdk.stream.transport.base import (
+    SyncEventStreamHandle,
+    build_event_stream_body,
+)
+
+
+class SyncProtocolSseTransport:
+    """Sync v3 protocol transport bound to one thread id."""
+
+    def __init__(
+        self,
+        *,
+        client: httpx.Client,
+        thread_id: str,
+        commands_path: str | None = None,
+        stream_path: str | None = None,
+        headers: Mapping[str, str] | None = None,
+    ) -> None:
+        self._client = client
+        self.thread_id = thread_id
+        self._commands_url = (
+            commands_path or f"/threads/{_quote_path_param(thread_id)}/commands"
+        )
+        self._stream_url = (
+            stream_path or f"/threads/{_quote_path_param(thread_id)}/stream/events"
+        )
+        self._default_headers: dict[str, str] = dict(headers or {})
+        self._closed = False
+        self._open_responses: list[httpx.Response] = []
+
+    def send_command(self, command: dict[str, Any]) -> dict[str, Any] | None:
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+        merged_headers = {**self._default_headers, "content-type": "application/json"}
+        response = self._client.post(
+            self._commands_url,
+            content=orjson.dumps(command),
+            headers=merged_headers,
+        )
+        response.raise_for_status()
+        if response.status_code in (202, 204):
+            return None
+        payload = orjson.loads(response.content)
+        if not isinstance(payload, dict) or "id" not in payload:
+            raise RuntimeError("Protocol command did not return a valid response.")
+        return payload
+
+    def open_event_stream(self, params: dict[str, Any]) -> SyncEventStreamHandle:
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+        sse_headers = {
+            **self._default_headers,
+            "content-type": "application/json",
+            "accept": "text/event-stream",
+            "cache-control": "no-store",
+        }
+        request = self._client.build_request(
+            "POST",
+            self._stream_url,
+            content=orjson.dumps(build_event_stream_body(params)),
+            headers=sse_headers,
+        )
+        stream_cm = self._client.send(request, stream=True)
+        stream_cm.raise_for_status()
+        content_type = stream_cm.headers.get("content-type", "").partition(";")[0]
+        if "text/event-stream" not in content_type:
+            stream_cm.close()
+            raise httpx.TransportError(
+                "Expected response header Content-Type to contain "
+                f"'text/event-stream', got {content_type!r}"
+            )
+        self._open_responses.append(stream_cm)
+        closed = False
+        stream_error: BaseException | None = None
+
+        def events() -> Iterator[Event]:
+            nonlocal stream_error
+            line_decoder = BytesLineDecoder()
+            sse_decoder = SSEDecoder()
+            try:
+                for chunk in stream_cm.iter_bytes():
+                    if closed:
+                        return
+                    for line in line_decoder.decode(chunk):
+                        part = sse_decoder.decode(bytes(line))
+                        if part is not None and isinstance(part.data, dict):
+                            yield cast("Event", part.data)
+                for line in line_decoder.flush():
+                    part = sse_decoder.decode(bytes(line))
+                    if part is not None and isinstance(part.data, dict):
+                        yield cast("Event", part.data)
+                part = sse_decoder.decode(b"")
+                if part is not None and isinstance(part.data, dict):
+                    yield cast("Event", part.data)
+            except BaseException as exc:
+                if not closed:
+                    stream_error = exc
+                raise
+            finally:
+                with contextlib.suppress(ValueError):
+                    self._open_responses.remove(stream_cm)
+                stream_cm.close()
+
+        def error() -> BaseException | None:
+            return stream_error
+
+        def close() -> None:
+            nonlocal closed
+            closed = True
+            with contextlib.suppress(Exception):
+                stream_cm.close()
+
+        return SyncEventStreamHandle(events=events(), error=error, close=close)
+
+    def close(self) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        for response in list(self._open_responses):
+            with contextlib.suppress(Exception):
+                response.close()
+        self._open_responses.clear()

libs/sdk-py/langgraph_sdk/stream/transport/sync_ws.py

@@ -0,0 +1,153 @@
+"""Sync WebSocket transport for the v3 thread-centric protocol."""
+
+from __future__ import annotations
+
+import contextlib
+from collections.abc import Callable, Iterator, Mapping
+from typing import Any, cast
+
+import httpx
+import orjson
+from langchain_protocol import Event
+from websockets.sync.client import connect as websocket_connect
+
+from langgraph_sdk._shared.utilities import _quote_path_param
+from langgraph_sdk.stream.transport.base import (
+    SyncEventStreamHandle,
+    build_event_stream_body,
+    build_websocket_url,
+    websocket_headers,
+)
+
+
+class SyncProtocolWebSocketTransport:
+    """Sync v3 protocol transport using HTTP commands and WebSocket events."""
+
+    def __init__(
+        self,
+        *,
+        client: httpx.Client,
+        thread_id: str,
+        commands_path: str | None = None,
+        stream_path: str | None = None,
+        headers: Mapping[str, str] | None = None,
+        connect: Callable[..., Any] = websocket_connect,
+        ping_interval: float | None = 20.0,
+        ping_timeout: float | None = 20.0,
+    ) -> None:
+        self._client = client
+        self.thread_id = thread_id
+        self._commands_url = (
+            commands_path or f"/threads/{_quote_path_param(thread_id)}/commands"
+        )
+        self._stream_path = (
+            stream_path or f"/threads/{_quote_path_param(thread_id)}/stream/events"
+        )
+        self._default_headers: dict[str, str] = dict(headers or {})
+        self._connect = connect
+        self._ping_interval = ping_interval
+        self._ping_timeout = ping_timeout
+        self._closed = False
+
+    def send_command(self, command: dict[str, Any]) -> dict[str, Any] | None:
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+        merged_headers = {**self._default_headers, "content-type": "application/json"}
+        response = self._client.post(
+            self._commands_url,
+            content=orjson.dumps(command),
+            headers=merged_headers,
+        )
+        response.raise_for_status()
+        if response.status_code in (202, 204):
+            return None
+        payload = orjson.loads(response.content)
+        if not isinstance(payload, dict) or "id" not in payload:
+            raise RuntimeError("Protocol command did not return a valid response.")
+        return payload
+
+    def open_event_stream(self, params: dict[str, Any]) -> SyncEventStreamHandle:
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+        closed = False
+        stream_error: BaseException | None = None
+
+        url = build_websocket_url(self._client.base_url, self._stream_path)
+        handshake_headers = list(websocket_headers(self._default_headers))
+        cookie_header = _cookie_header(self._client, self._stream_path)
+        if cookie_header:
+            handshake_headers.append(("Cookie", cookie_header))
+        # Pre-enter the WebSocket context manager so close() can reach the socket
+        # immediately, even before the caller has started iterating events().
+        ws_cm = self._connect(
+            url,
+            additional_headers=handshake_headers,
+            ping_interval=self._ping_interval,
+            ping_timeout=self._ping_timeout,
+        )
+        websocket = ws_cm.__enter__()
+
+        def events() -> Iterator[Event]:
+            nonlocal stream_error
+            try:
+                # Wrap the initial subscribe in a ``subscription.subscribe``
+                # Protocol command envelope so the server's WS endpoint
+                # (see ``langgraph-api`` ``api/event_streaming.py``
+                # ``_thread_websocket``) accepts it. Bare subscribe bodies
+                # are rejected with ``invalid_argument``.
+                subscribe_command = {
+                    "id": 1,
+                    "method": "subscription.subscribe",
+                    "params": build_event_stream_body(params),
+                }
+                websocket.send(orjson.dumps(subscribe_command).decode())
+                for raw in websocket:
+                    if closed:
+                        return
+                    payload = _decode_frame(raw)
+                    if isinstance(payload, dict):
+                        yield cast("Event", payload)
+            except BaseException as exc:
+                if not closed:
+                    stream_error = exc
+                raise
+            finally:
+                with contextlib.suppress(Exception):
+                    ws_cm.__exit__(None, None, None)
+
+        def error() -> BaseException | None:
+            return stream_error
+
+        def close() -> None:
+            nonlocal closed
+            closed = True
+            with contextlib.suppress(Exception):
+                websocket.close()
+
+        return SyncEventStreamHandle(events=events(), error=error, close=close)
+
+    def close(self) -> None:
+        self._closed = True
+
+
+def _decode_frame(raw: str | bytes | bytearray | memoryview) -> Any:
+    if isinstance(raw, str):
+        return orjson.loads(raw.encode())
+    return orjson.loads(bytes(raw))
+
+
+def _cookie_header(client: httpx.Client, path: str) -> str | None:
+    """Build a `Cookie` header for the WebSocket handshake.
+
+    Why pass `path`: `dict(client.cookies)` flattens the entire jar without
+    domain/path filtering, so cookies set by responses from other origins would
+    leak to the WS server. We delegate to `httpx.Cookies.set_cookie_header`,
+    which applies the same `CookieJar` rules httpx uses for regular HTTP
+    requests, scoping the result to `client.base_url` + `path`.
+    """
+    if not list(client.cookies.jar):
+        return None
+    target = client.base_url.copy_with(path=path)
+    request = httpx.Request("GET", target)
+    client.cookies.set_cookie_header(request)
+    return request.headers.get("Cookie")

libs/sdk-py/langgraph_sdk/stream/transport/ws.py

@@ -0,0 +1,223 @@
+"""Async WebSocket transport for the v3 thread-centric protocol."""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+from collections.abc import AsyncIterator, Callable, Mapping
+from typing import Any, cast
+
+import httpx
+import orjson
+from langchain_protocol import Event
+from websockets.asyncio.client import connect as websocket_connect
+from websockets.exceptions import ConnectionClosedError, ConnectionClosedOK
+
+from langgraph_sdk._shared.utilities import _quote_path_param
+from langgraph_sdk.stream.transport.base import (
+    EventStreamHandle,
+    build_event_stream_body,
+    build_websocket_url,
+    websocket_headers,
+)
+
+
+class ProtocolWebSocketTransport:
+    """v3 protocol transport using HTTP commands and WebSocket events."""
+
+    def __init__(
+        self,
+        *,
+        client: httpx.AsyncClient,
+        thread_id: str,
+        commands_path: str | None = None,
+        stream_path: str | None = None,
+        headers: Mapping[str, str] | None = None,
+        connect: Callable[..., Any] = websocket_connect,
+        max_queue_size: int = 1024,
+        ping_interval: float | None = 20.0,
+        ping_timeout: float | None = 20.0,
+    ) -> None:
+        self._client = client
+        self.thread_id = thread_id
+        self._commands_url = (
+            commands_path or f"/threads/{_quote_path_param(thread_id)}/commands"
+        )
+        self._stream_path = (
+            stream_path or f"/threads/{_quote_path_param(thread_id)}/stream/events"
+        )
+        self._default_headers: dict[str, str] = dict(headers or {})
+        self._connect = connect
+        self._max_queue_size = max_queue_size
+        self._ping_interval = ping_interval
+        self._ping_timeout = ping_timeout
+        self._closed = False
+        self._event_streams: set[asyncio.Task[None]] = set()
+
+    async def send_command(self, command: dict[str, Any]) -> dict[str, Any] | None:
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+        merged_headers = {**self._default_headers, "content-type": "application/json"}
+        response = await self._client.post(
+            self._commands_url,
+            content=orjson.dumps(command),
+            headers=merged_headers,
+        )
+        response.raise_for_status()
+        if response.status_code in (202, 204):
+            return None
+        payload = orjson.loads(response.content)
+        if not isinstance(payload, dict) or "id" not in payload:
+            raise RuntimeError("Protocol command did not return a valid response.")
+        return payload
+
+    def open_event_stream(self, params: dict[str, Any]) -> EventStreamHandle:
+        if self._closed:
+            raise RuntimeError("Protocol transport is closed.")
+
+        loop = asyncio.get_running_loop()
+        ready: asyncio.Future[None] = loop.create_future()
+        done: asyncio.Future[BaseException | None] = loop.create_future()
+        queue: asyncio.Queue[Event | None] = asyncio.Queue(maxsize=self._max_queue_size)
+        cancel_event = asyncio.Event()
+        ws_holder: dict[str, Any] = {"ws": None}
+
+        async def pump() -> None:
+            try:
+                url = build_websocket_url(self._client.base_url, self._stream_path)
+                handshake_headers = list(websocket_headers(self._default_headers))
+                cookie_header = _cookie_header(self._client, self._stream_path)
+                if cookie_header:
+                    handshake_headers.append(("Cookie", cookie_header))
+                async with self._connect(
+                    url,
+                    additional_headers=handshake_headers,
+                    ping_interval=self._ping_interval,
+                    ping_timeout=self._ping_timeout,
+                ) as websocket:
+                    ws_holder["ws"] = websocket
+                    try:
+                        # The server's WS endpoint (``ApiWebSocketRoute`` in
+                        # ``langgraph-api`` ``api/event_streaming.py``) treats
+                        # every inbound frame as a Protocol command and
+                        # rejects bare subscribe bodies with
+                        # ``invalid_argument``. Wrap the initial subscribe
+                        # in a ``subscription.subscribe`` command envelope.
+                        # The id is constant (one auto-subscribe per WS
+                        # connection); the resulting success response is
+                        # delivered to the event queue and ignored by the
+                        # SDK fanout (no ``method`` field).
+                        subscribe_command = {
+                            "id": 1,
+                            "method": "subscription.subscribe",
+                            "params": build_event_stream_body(params),
+                        }
+                        await websocket.send(orjson.dumps(subscribe_command).decode())
+                        if not ready.done():
+                            ready.set_result(None)
+                        async for raw in websocket:
+                            if cancel_event.is_set():
+                                break
+                            payload = _decode_frame(raw, done)
+                            if payload is not None:
+                                await queue.put(cast("Event", payload))
+                    finally:
+                        ws_holder["ws"] = None
+            except asyncio.CancelledError as err:
+                if not done.done():
+                    done.set_result(err)
+                raise
+            except ConnectionClosedOK:
+                # Server sent close code 1000 — clean end, not an error.
+                if not done.done():
+                    done.set_result(None)
+            except ConnectionClosedError as err:
+                # Abnormal close (1006) or application error (4xxx).
+                if not ready.done():
+                    ready.set_exception(err)
+                if not done.done():
+                    done.set_result(err)
+            except Exception as err:
+                if not ready.done():
+                    ready.set_exception(err)
+                if not done.done():
+                    done.set_result(err)
+            finally:
+                if not done.done():
+                    done.set_result(None)
+                await queue.put(None)
+
+        task = asyncio.create_task(pump())
+        self._event_streams.add(task)
+        task.add_done_callback(self._event_streams.discard)
+
+        async def aiter() -> AsyncIterator[Event]:
+            while True:
+                item = await queue.get()
+                if item is None or cancel_event.is_set():
+                    return
+                yield item
+
+        async def close() -> None:
+            cancel_event.set()
+            ws = ws_holder.get("ws")
+            if ws is not None:
+                with contextlib.suppress(Exception):
+                    await ws.close(code=1000, reason="client close")
+            queue.put_nowait(None)
+            task.cancel()
+            with contextlib.suppress(asyncio.CancelledError, Exception):
+                await task
+
+        return EventStreamHandle(events=aiter(), ready=ready, done=done, close=close)
+
+    async def close(self) -> None:
+        if self._closed:
+            return
+        self._closed = True
+        tasks = list(self._event_streams)
+        for task in tasks:
+            task.cancel()
+        if tasks:
+            with contextlib.suppress(Exception, asyncio.CancelledError):
+                await asyncio.gather(*tasks, return_exceptions=True)
+
+
+def _decode_frame(
+    raw: str | bytes | bytearray | memoryview,
+    done: asyncio.Future[BaseException | None],
+) -> dict[str, Any] | None:
+    """Decode a raw WS frame into an Event dict.
+
+    Returns None and sets `done` if the frame is invalid JSON or not a JSON object.
+    """
+    try:
+        payload = orjson.loads(raw.encode() if isinstance(raw, str) else bytes(raw))
+    except orjson.JSONDecodeError as err:
+        if not done.done():
+            done.set_result(RuntimeError(f"WS frame is not valid JSON: {err!r}"))
+        return None
+    if not isinstance(payload, dict):
+        if not done.done():
+            done.set_result(
+                RuntimeError(f"WS frame is not a JSON object: {type(payload).__name__}")
+            )
+        return None
+    return payload
+
+
+def _cookie_header(client: httpx.AsyncClient, path: str) -> str | None:
+    """Build a `Cookie` header for the WebSocket handshake.
+
+    Why pass `path`: `dict(client.cookies)` flattens the entire jar without
+    domain/path filtering, so cookies set by responses from other origins would
+    leak to the WS server. We delegate to `httpx.Cookies.set_cookie_header`,
+    which applies the same `CookieJar` rules httpx uses for regular HTTP
+    requests, scoping the result to `client.base_url` + `path`.
+    """
+    if not list(client.cookies.jar):
+        return None
+    target = client.base_url.copy_with(path=path)
+    request = httpx.Request("GET", target)
+    client.cookies.set_cookie_header(request)
+    return request.headers.get("Cookie")

libs/sdk-py/pyproject.toml

@@ -11,7 +11,13 @@ requires-python = ">=3.10"
 readme = "README.md"
 license = "MIT"
 license-files = ['LICENSE']
-dependencies = ["httpx>=0.25.2", "orjson>=3.11.5"]
+dependencies = [
+    "httpx>=0.25.2",
+    "orjson>=3.11.5",
+    "langchain-protocol>=0.0.15",
+    "langchain-core>=1.4.0,<2",
+    "websockets>=14,<16",
+]
 
 [tool.hatch.version]
 path = "langgraph_sdk/__init__.py"
@@ -47,8 +53,11 @@ dev = [
 include = ["langgraph_sdk"]
 
 [tool.pytest.ini_options]
-addopts = "--strict-markers --strict-config --durations=5 -vv"
+addopts = "--strict-markers --strict-config --durations=5 -vv -m 'not integration'"
 asyncio_mode = "auto"
+markers = [
+    "integration: end-to-end tests that require a running langgraph-api stack at http://localhost:2024. Excluded from `make test` by default; opt in with `pytest -m integration` (and the autouse fixture skips if the API is unreachable).",
+]
 
 [tool.uv]
 default-groups = ['dev']
@@ -79,7 +88,13 @@ ignore = [
   "B904",   # raise without from inside except (sometimes intentional)
   "SIM102", # nested if statements (sometimes clearer)
 ]
-per-file-ignores = { "tests/**" = ["S101", "B017"] }
+per-file-ignores = { "tests/**" = ["S101", "B017"], "integration/**" = ["S101", "T20", "B017", "ARG001", "ARG002"] }
+
+[tool.ty.src]
+# The `integration/` graphs run inside the docker image (with `deepagents`
+# and other graph-only deps installed there) and are not part of the SDK
+# package surface, so we don't typecheck them in the sdk-py venv.
+exclude = ["integration"]
 
 [tool.ty.rules]
 no-matching-overload = "ignore"

libs/sdk-py/tests/integration/conftest.py

@@ -0,0 +1,69 @@
+"""Shared fixtures for the integration suite.
+
+These tests require a running langgraph-api server at `LANGGRAPH_INTEGRATION_URL`
+(defaults to `http://localhost:2024`). Stand it up via the docker stack in
+`libs/sdk-py/integration/`:
+
+    cd libs/sdk-py/integration && docker compose up -d
+
+The `integration` marker is registered in `pyproject.toml` and excluded by
+default in pytest's `addopts`; opt in with `pytest -m integration`.
+"""
+
+from __future__ import annotations
+
+import os
+from collections.abc import AsyncIterator, Iterator
+
+import httpx
+import pytest
+
+BASE_URL = os.environ.get("LANGGRAPH_INTEGRATION_URL", "http://localhost:2024")
+ASSISTANT_ID = "agent"
+TOOLS_ASSISTANT_ID = "tools_agent"
+DEEP_AGENT_ASSISTANT_ID = "deep_agent"
+
+EXPECTED_TERMINAL_ITEMS = ["streamed", "tool", "asked", "sub"]
+
+
+@pytest.fixture(scope="session", autouse=True)
+def _require_running_api() -> None:
+    """Skip the whole integration suite if the API isn't reachable.
+
+    Autouse + session-scoped so a missing stack short-circuits before any
+    test runs (no per-test connection timeouts piling up).
+    """
+    try:
+        resp = httpx.get(f"{BASE_URL}/ok", timeout=2.0)
+        resp.raise_for_status()
+    except Exception as err:
+        pytest.skip(
+            f"langgraph-api not reachable at {BASE_URL}: {err!r}. "
+            f"Bring up the stack with `cd libs/sdk-py/integration && docker compose up -d`."
+        )
+
+
+@pytest.fixture
+async def async_threads() -> AsyncIterator[tuple[object, httpx.AsyncClient]]:
+    """Build an async ThreadsClient. Yields `(threads, raw_httpx)` so tests can close raw."""
+    from langgraph_sdk._async.http import HttpClient
+    from langgraph_sdk._async.threads import ThreadsClient
+
+    raw = httpx.AsyncClient(base_url=BASE_URL, timeout=30.0)
+    try:
+        yield ThreadsClient(HttpClient(raw)), raw
+    finally:
+        await raw.aclose()
+
+
+@pytest.fixture
+def sync_threads() -> Iterator[tuple[object, httpx.Client]]:
+    """Build a sync ThreadsClient. Yields `(threads, raw_httpx)` so tests can close raw."""
+    from langgraph_sdk._sync.http import SyncHttpClient
+    from langgraph_sdk._sync.threads import SyncThreadsClient
+
+    raw = httpx.Client(base_url=BASE_URL, timeout=30.0)
+    try:
+        yield SyncThreadsClient(SyncHttpClient(raw)), raw
+    finally:
+        raw.close()

libs/sdk-py/tests/integration/test_assistants.py

@@ -0,0 +1,120 @@
+"""`AssistantsClient` against the integration API.
+
+Covers the CRUD round-trip (create / get / update / delete), search by
+metadata, and the graph introspection helpers (`get_graph`,
+`get_schemas`). Both async and sync.
+"""
+
+from __future__ import annotations
+
+import pytest
+
+from .conftest import ASSISTANT_ID
+
+pytestmark = pytest.mark.integration
+
+
+def _async_assistants(raw):
+    from langgraph_sdk._async.assistants import AssistantsClient
+    from langgraph_sdk._async.http import HttpClient
+
+    return AssistantsClient(HttpClient(raw))
+
+
+def _sync_assistants(raw):
+    from langgraph_sdk._sync.assistants import SyncAssistantsClient
+    from langgraph_sdk._sync.http import SyncHttpClient
+
+    return SyncAssistantsClient(SyncHttpClient(raw))
+
+
+async def test_assistants_crud_async(async_threads) -> None:
+    _, raw = async_threads
+    client = _async_assistants(raw)
+    created = await client.create(
+        graph_id=ASSISTANT_ID,
+        metadata={"suite": "integration", "label": "crud-async"},
+        name="crud-async",
+    )
+    aid = created["assistant_id"]
+    try:
+        fetched = await client.get(aid)
+        assert fetched["assistant_id"] == aid
+        assert fetched["graph_id"] == ASSISTANT_ID
+
+        updated = await client.update(
+            aid, metadata={"suite": "integration", "label": "crud-async-updated"}
+        )
+        assert updated["metadata"]["label"] == "crud-async-updated"
+
+        results = await client.search(metadata={"label": "crud-async-updated"})
+        assert any(a["assistant_id"] == aid for a in results)
+    finally:
+        await client.delete(aid)
+
+
+def test_assistants_crud_sync(sync_threads) -> None:
+    _, raw = sync_threads
+    client = _sync_assistants(raw)
+    created = client.create(
+        graph_id=ASSISTANT_ID,
+        metadata={"suite": "integration", "label": "crud-sync"},
+        name="crud-sync",
+    )
+    aid = created["assistant_id"]
+    try:
+        fetched = client.get(aid)
+        assert fetched["assistant_id"] == aid
+        assert fetched["graph_id"] == ASSISTANT_ID
+
+        updated = client.update(
+            aid, metadata={"suite": "integration", "label": "crud-sync-updated"}
+        )
+        assert updated["metadata"]["label"] == "crud-sync-updated"
+
+        results = client.search(metadata={"label": "crud-sync-updated"})
+        assert any(a["assistant_id"] == aid for a in results)
+    finally:
+        client.delete(aid)
+
+
+async def test_assistants_graph_introspection_async(async_threads) -> None:
+    _, raw = async_threads
+    client = _async_assistants(raw)
+    # Introspection endpoints require a UUID. langgraph-api auto-creates
+    # one assistant per registered graph on startup; look it up by graph_id.
+    matches = await client.search(graph_id=ASSISTANT_ID, limit=1)
+    assert matches, f"no auto-created assistant for graph_id={ASSISTANT_ID!r}"
+    aid = matches[0]["assistant_id"]
+
+    graph = await client.get_graph(aid)
+    node_ids = [n["id"] for n in graph.get("nodes", [])]
+    assert "stream_message" in node_ids
+    assert "ask_human" in node_ids
+
+    graph_xray = await client.get_graph(aid, xray=True)
+    assert "nodes" in graph_xray and "edges" in graph_xray
+
+    schemas = await client.get_schemas(aid)
+    # Just verify the shape rather than exact field names (server-side
+    # schema generation may evolve).
+    assert "state_schema" in schemas
+
+
+def test_assistants_graph_introspection_sync(sync_threads) -> None:
+    _, raw = sync_threads
+    client = _sync_assistants(raw)
+    matches = client.search(graph_id=ASSISTANT_ID, limit=1)
+    assert matches, f"no auto-created assistant for graph_id={ASSISTANT_ID!r}"
+    aid = matches[0]["assistant_id"]
+
+    graph = client.get_graph(aid)
+    node_ids = [n["id"] for n in graph.get("nodes", [])]
+    assert "stream_message" in node_ids
+    assert "ask_human" in node_ids
+
+    graph_xray = client.get_graph(aid, xray=True)
+    assert "nodes" in graph_xray and "edges" in graph_xray
+
+    schemas = client.get_schemas(aid)
+    assert "state_schema" in schemas

libs/sdk-py/tests/integration/test_cancel.py

@@ -0,0 +1,137 @@
+"""Mid-run cancellation via `runs.cancel(...)`."""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import threading
+import time
+from typing import Any
+
+import pytest
+
+from .conftest import ASSISTANT_ID
+
+pytestmark = pytest.mark.integration
+
+_CANCEL_GRACE_SECONDS = 10.0
+
+
+async def _cancel_after_first_event(
+    runs_client: Any,
+    thread_id: str,
+    run_id_future: asyncio.Future[str],
+) -> None:
+    run_id = await run_id_future
+    await asyncio.sleep(0.1)
+    with contextlib.suppress(Exception):
+        await runs_client.cancel(thread_id, run_id, wait=False)
+
+
+async def test_cancel_async(async_threads) -> None:
+    from langgraph_sdk._async.http import HttpClient
+    from langgraph_sdk._async.runs import RunsClient
+
+    threads, raw = async_threads
+    runs_client = RunsClient(HttpClient(raw))
+
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        run_id_future: asyncio.Future[str] = asyncio.get_running_loop().create_future()
+        start_result = await thread.run.start(
+            input={"messages": [], "value": "init", "items": []}
+        )
+        run_id = start_result.get("run_id")
+        assert run_id, f"run.start returned no run_id: {start_result!r}"
+        run_id_future.set_result(run_id)
+
+        canceller = asyncio.create_task(
+            _cancel_after_first_event(runs_client, thread.thread_id, run_id_future)
+        )
+
+        started = time.monotonic()
+        iteration_error: BaseException | None = None
+        try:
+            async for _snap in thread.values:
+                if time.monotonic() - started > _CANCEL_GRACE_SECONDS:
+                    raise AssertionError(
+                        f"values iterator did not terminate within "
+                        f"{_CANCEL_GRACE_SECONDS}s of cancel"
+                    )
+        except BaseException as err:
+            iteration_error = err
+
+        await canceller
+
+        persisted = await threads.get(thread.thread_id)
+        status = persisted.get("status")
+        assert iteration_error is None, (
+            f"values iterator raised after cancel: {iteration_error!r}"
+        )
+        assert status != "success", (
+            f"expected non-success terminal status after cancel, got {status!r}"
+        )
+
+
+def _cancel_after_first_event_sync(
+    runs_client: Any,
+    thread_id: str,
+    run_id_event: threading.Event,
+    run_id_holder: dict[str, str],
+) -> None:
+    run_id_event.wait(timeout=10.0)
+    run_id = run_id_holder.get("run_id")
+    if not run_id:
+        return
+    time.sleep(0.1)
+    with contextlib.suppress(Exception):
+        runs_client.cancel(thread_id, run_id, wait=False)
+
+
+def test_cancel_sync(sync_threads) -> None:
+    from langgraph_sdk._sync.http import SyncHttpClient
+    from langgraph_sdk._sync.runs import SyncRunsClient
+
+    threads, raw = sync_threads
+    runs_client = SyncRunsClient(SyncHttpClient(raw))
+
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        run_id_event = threading.Event()
+        run_id_holder: dict[str, str] = {}
+        start_result = thread.run.start(
+            input={"messages": [], "value": "init", "items": []}
+        )
+        run_id = start_result.get("run_id")
+        assert run_id, f"run.start returned no run_id: {start_result!r}"
+        run_id_holder["run_id"] = run_id
+        run_id_event.set()
+
+        canceller = threading.Thread(
+            target=_cancel_after_first_event_sync,
+            args=(runs_client, thread.thread_id, run_id_event, run_id_holder),
+            daemon=True,
+            name="cancel-worker",
+        )
+        canceller.start()
+
+        started = time.monotonic()
+        iteration_error: BaseException | None = None
+        try:
+            for _snap in thread.values:
+                if time.monotonic() - started > _CANCEL_GRACE_SECONDS:
+                    raise AssertionError(
+                        f"values iterator did not terminate within "
+                        f"{_CANCEL_GRACE_SECONDS}s of cancel"
+                    )
+        except BaseException as err:
+            iteration_error = err
+
+        canceller.join(timeout=5)
+
+        persisted = threads.get(thread.thread_id)
+        status = persisted.get("status")
+        assert iteration_error is None, (
+            f"values iterator raised after cancel: {iteration_error!r}"
+        )
+        assert status != "success", (
+            f"expected non-success terminal status after cancel, got {status!r}"
+        )

libs/sdk-py/tests/integration/test_concurrent.py

@@ -0,0 +1,80 @@
+"""Concurrent `threads.stream()` against the integration API."""
+
+from __future__ import annotations
+
+import asyncio
+import threading
+from typing import Any
+
+import pytest
+
+from .conftest import ASSISTANT_ID, EXPECTED_TERMINAL_ITEMS
+
+pytestmark = pytest.mark.integration
+
+
+async def _drive_one_async(threads: Any) -> dict[str, Any]:
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        async for _ in thread.values:
+            if thread.interrupted:
+                break
+        if thread.interrupted:
+            await thread.run.respond("yes")
+
+        final = await thread.output
+        return {"thread_id": thread.thread_id, "items": final.get("items")}
+
+
+async def test_concurrent_streams_async(async_threads) -> None:
+    threads, _ = async_threads
+    a, b = await asyncio.gather(_drive_one_async(threads), _drive_one_async(threads))
+    assert a["items"] == EXPECTED_TERMINAL_ITEMS
+    assert b["items"] == EXPECTED_TERMINAL_ITEMS
+    assert a["thread_id"] != b["thread_id"], (
+        f"concurrent streams collided on thread_id {a['thread_id']!r}"
+    )
+
+
+def _drive_one_sync(
+    threads: Any, label: str, results: dict[str, dict[str, Any]]
+) -> None:
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        for _ in thread.values:
+            if thread.interrupted:
+                break
+        if thread.interrupted:
+            thread.run.respond("yes")
+
+        final = thread.output
+        results[label] = {"thread_id": thread.thread_id, "items": final.get("items")}
+
+
+def test_concurrent_streams_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    results: dict[str, dict[str, Any]] = {}
+    workers = [
+        threading.Thread(
+            target=_drive_one_sync,
+            args=(threads, label, results),
+            daemon=True,
+            name=f"sync-stream-{label}",
+        )
+        for label in ("A", "B")
+    ]
+    for w in workers:
+        w.start()
+    for w in workers:
+        w.join(timeout=60)
+        assert not w.is_alive(), f"worker {w.name} did not finish within 60s"
+
+    a = results.get("A")
+    b = results.get("B")
+    assert a is not None and a["items"] == EXPECTED_TERMINAL_ITEMS
+    assert b is not None and b["items"] == EXPECTED_TERMINAL_ITEMS
+    assert a["thread_id"] != b["thread_id"], (
+        f"concurrent streams collided on thread_id {a['thread_id']!r}"
+    )

libs/sdk-py/tests/integration/test_crons.py

@@ -0,0 +1,68 @@
+"""`CronClient` against the integration API.
+
+Covers create / search / delete (no `update` since the surface accepts a
+sparse update and the round-trip is implicitly exercised by the others).
+The schedule fires in the future so the cron is never executed during
+the test; we tear it down before any tick can land.
+"""
+
+from __future__ import annotations
+
+import pytest
+
+from .conftest import ASSISTANT_ID
+
+pytestmark = pytest.mark.integration
+
+
+def _async_crons(raw):
+    from langgraph_sdk._async.cron import CronClient
+    from langgraph_sdk._async.http import HttpClient
+
+    return CronClient(HttpClient(raw))
+
+
+def _sync_crons(raw):
+    from langgraph_sdk._sync.cron import SyncCronClient
+    from langgraph_sdk._sync.http import SyncHttpClient
+
+    return SyncCronClient(SyncHttpClient(raw))
+
+
+# Once a year, on Jan 1 at 00:00 UTC. Deterministic and well past any
+# test runtime.
+_DISTANT_SCHEDULE = "0 0 1 1 *"
+
+
+async def test_crons_create_search_delete_async(async_threads) -> None:
+    _, raw = async_threads
+    crons = _async_crons(raw)
+    created = await crons.create(
+        ASSISTANT_ID,
+        schedule=_DISTANT_SCHEDULE,
+        input={"messages": [], "value": "init", "items": []},
+        metadata={"suite": "integration", "label": "crons-async"},
+    )
+    cron_id = created["cron_id"]
+    try:
+        results = await crons.search(limit=20)
+        assert any(c["cron_id"] == cron_id for c in results)
+    finally:
+        await crons.delete(cron_id)
+
+
+def test_crons_create_search_delete_sync(sync_threads) -> None:
+    _, raw = sync_threads
+    crons = _sync_crons(raw)
+    created = crons.create(
+        ASSISTANT_ID,
+        schedule=_DISTANT_SCHEDULE,
+        input={"messages": [], "value": "init", "items": []},
+        metadata={"suite": "integration", "label": "crons-sync"},
+    )
+    cron_id = created["cron_id"]
+    try:
+        results = crons.search(limit=20)
+        assert any(c["cron_id"] == cron_id for c in results)
+    finally:
+        crons.delete(cron_id)

libs/sdk-py/tests/integration/test_extensions.py

@@ -0,0 +1,49 @@
+"""`thread.extensions[name]` channel against the integration API."""
+
+from __future__ import annotations
+
+import pytest
+
+from .conftest import ASSISTANT_ID
+
+pytestmark = pytest.mark.integration
+
+_EXPECTED_PRE_INTERRUPT_STEPS = [
+    "stream_message",
+    "stream_message",
+    "call_tool",
+    "call_tool",
+    "ask_human",
+]
+
+
+async def test_extensions_async(async_threads) -> None:
+    threads, _ = async_threads
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        events: list[dict] = []
+        async for event in thread.extensions["progress"]:
+            events.append(event)
+
+        # Iterator exits at the `ask_human` interrupt via `_signal_paused`,
+        # so we capture exactly the pre-interrupt progress sequence.
+        steps = [e.get("step") for e in events]
+        assert steps == _EXPECTED_PRE_INTERRUPT_STEPS, (
+            f"unexpected step sequence: {steps}"
+        )
+
+
+def test_extensions_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        events: list[dict] = []
+        for event in thread.extensions["progress"]:
+            events.append(event)
+
+        steps = [e.get("step") for e in events]
+        assert steps == _EXPECTED_PRE_INTERRUPT_STEPS, (
+            f"unexpected step sequence: {steps}"
+        )

libs/sdk-py/tests/integration/test_helpers.py

@@ -0,0 +1,43 @@
+"""`thread.agent.get_tree` and `thread.extensions` cache identity."""
+
+from __future__ import annotations
+
+import pytest
+
+from .conftest import ASSISTANT_ID
+
+pytestmark = pytest.mark.integration
+
+
+async def test_get_tree_and_extensions_cache_async(async_threads) -> None:
+    threads, _ = async_threads
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        tree = await thread.agent.get_tree()
+        assert tree, "expected non-empty tree"
+        node_ids = [n["id"] for n in tree.get("nodes", [])]
+        assert "stream_message" in node_ids
+        assert "ask_human" in node_ids
+
+        tree_xray = await thread.agent.get_tree(xray=True)
+        assert set(tree_xray) >= {"nodes", "edges"}
+
+        a = thread.extensions["progress"]
+        b = thread.extensions["progress"]
+        assert a is b, "expected cached projection instance on repeated access"
+
+
+def test_get_tree_and_extensions_cache_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        tree = thread.agent.get_tree()
+        assert tree, "expected non-empty tree"
+        node_ids = [n["id"] for n in tree.get("nodes", [])]
+        assert "stream_message" in node_ids
+        assert "ask_human" in node_ids
+
+        tree_xray = thread.agent.get_tree(xray=True)
+        assert set(tree_xray) >= {"nodes", "edges"}
+
+        a = thread.extensions["progress"]
+        b = thread.extensions["progress"]
+        assert a is b, "expected cached projection instance on repeated access"

libs/sdk-py/tests/integration/test_lifecycle.py

@@ -0,0 +1,45 @@
+"""`thread.interrupted` / `thread.interrupts` / `run.respond` lifecycle."""
+
+from __future__ import annotations
+
+import pytest
+
+from .conftest import ASSISTANT_ID, EXPECTED_TERMINAL_ITEMS
+
+pytestmark = pytest.mark.integration
+
+
+async def test_lifecycle_async(async_threads) -> None:
+    threads, _ = async_threads
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        async for _snap in thread.values:
+            if thread.interrupted:
+                break
+
+        assert thread.interrupted, "expected an interrupt"
+        assert thread.interrupts, "expected interrupts list to be populated"
+
+        await thread.run.respond("yes")
+        final = await thread.output
+        assert "asked" in final.get("items", [])
+        assert final.get("items") == EXPECTED_TERMINAL_ITEMS
+
+
+def test_lifecycle_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        for _snap in thread.values:
+            if thread.interrupted:
+                break
+
+        assert thread.interrupted, "expected an interrupt"
+        assert thread.interrupts, "expected interrupts list to be populated"
+
+        thread.run.respond("yes")
+        final = thread.output
+        assert "asked" in final.get("items", [])
+        assert final.get("items") == EXPECTED_TERMINAL_ITEMS

libs/sdk-py/tests/integration/test_messages.py

@@ -0,0 +1,37 @@
+"""`thread.messages` projection (outer iter + inner `.text` token deltas)."""
+
+from __future__ import annotations
+
+import pytest
+
+from .conftest import ASSISTANT_ID
+
+pytestmark = pytest.mark.integration
+
+
+async def test_messages_async(async_threads) -> None:
+    threads, _ = async_threads
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        # Drain the outer iterator first; iterating each inner `stream.text`
+        # while the outer is suspended deadlocks.
+        streams = [s async for s in thread.messages]
+        assert streams, "expected at least one streamed message"
+
+        for stream in streams:
+            text = "".join([t async for t in stream.text])
+            assert text == "Hello, world!", f"unexpected message text: {text!r}"
+
+
+def test_messages_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        streams = list(thread.messages)
+        assert streams, "expected at least one streamed message"
+
+        for stream in streams:
+            text = "".join(list(stream.text))
+            assert text == "Hello, world!", f"unexpected message text: {text!r}"

libs/sdk-py/tests/integration/test_reconnect.py

@@ -0,0 +1,151 @@
+"""Mid-iteration SSE close + terminal-state recovery via REST."""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import functools
+import time
+from typing import Any
+
+import pytest
+
+from .conftest import ASSISTANT_ID, EXPECTED_TERMINAL_ITEMS
+
+pytestmark = pytest.mark.integration
+
+_INTERRUPT_WAIT_SECONDS = 5.0
+
+
+def _instrument_dedup_async(controller: Any) -> dict[str, int]:
+    """Wrap `_dedup_iter` so duplicate event_ids are counted (no asserts here)."""
+    counter = {"drops": 0, "yields": 0}
+    original = controller._dedup_iter.__func__  # type: ignore[attr-defined]
+
+    @functools.wraps(original)
+    async def _counted(self, source):  # type: ignore[no-untyped-def]
+        async for event in source:
+            event_id = event.get("event_id")
+            if event_id is not None:
+                if event_id in self._seen_event_ids:
+                    counter["drops"] += 1
+                    continue
+                self._seen_event_ids.add(event_id)
+            counter["yields"] += 1
+            yield event
+
+    # ty doesn't see through `@functools.wraps` to the descriptor protocol; this
+    # is the canonical method-binding pattern.
+    controller._dedup_iter = _counted.__get__(controller, type(controller))  # ty: ignore[unresolved-attribute]
+    return counter
+
+
+def _instrument_dedup_sync(controller: Any) -> dict[str, int]:
+    counter = {"drops": 0, "yields": 0}
+    original = controller._dedup_iter.__func__  # type: ignore[attr-defined]
+
+    @functools.wraps(original)
+    def _counted(self, source):  # type: ignore[no-untyped-def]
+        for event in source:
+            event_id = event.get("event_id")
+            if event_id is not None:
+                if event_id in self._seen_event_ids:
+                    counter["drops"] += 1
+                    continue
+                self._seen_event_ids.add(event_id)
+            counter["yields"] += 1
+            yield event
+
+    # ty doesn't see through `@functools.wraps` to the descriptor protocol; this
+    # is the canonical method-binding pattern.
+    controller._dedup_iter = _counted.__get__(controller, type(controller))  # ty: ignore[unresolved-attribute]
+    return counter
+
+
+async def test_close_mid_iteration_async(async_threads) -> None:
+    """A client-initiated SSE close mid-iteration must not corrupt durable state."""
+    threads, _ = async_threads
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        counter = _instrument_dedup_async(thread)
+        await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        snapshots: list[dict] = []
+        dropped = False
+        iteration_error: BaseException | None = None
+        try:
+            async for snap in thread.values:
+                snapshots.append(snap)
+                if not dropped and thread._shared_stream is not None:
+                    await thread._shared_stream.close()
+                    dropped = True
+        except BaseException as err:
+            iteration_error = err
+
+        # The values iterator exits via the None sentinel pushed by `close()`,
+        # which can land before the lifecycle watcher observes `input.requested`.
+        # Poll briefly so the interrupt has a chance to arrive on its own SSE
+        # before we ask for terminal state.
+        deadline = asyncio.get_running_loop().time() + _INTERRUPT_WAIT_SECONDS
+        while not thread.interrupted and asyncio.get_running_loop().time() < deadline:
+            await asyncio.sleep(0.1)
+
+        if thread.interrupted:
+            with contextlib.suppress(Exception):
+                await thread.run.respond("yes")
+
+        final = await thread.output.with_timeout(_INTERRUPT_WAIT_SECONDS)
+        assert dropped, "expected to drop the shared stream during iteration"
+        assert snapshots, "expected at least one snapshot before the drop"
+        assert iteration_error is None, (
+            f"values iterator raised on stream close: {iteration_error!r}"
+        )
+        assert final.get("items") == EXPECTED_TERMINAL_ITEMS
+        # Graceful close should not produce duplicate event_ids since the SDK
+        # only reconnects (via `since=<cursor>`) on a non-cancelled `shared.done`.
+        assert counter["drops"] == 0, (
+            f"unexpected dedup activity (drops={counter['drops']}); "
+            "no rotation occurred so no overlap was expected"
+        )
+
+
+def test_close_mid_iteration_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        controller = thread._controller
+        counter = _instrument_dedup_sync(controller)
+        thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        snapshots: list[dict] = []
+        dropped = False
+        iteration_error: BaseException | None = None
+        try:
+            for snap in thread.values:
+                snapshots.append(snap)
+                if (
+                    not dropped
+                    and controller is not None
+                    and controller._shared_stream is not None
+                ):
+                    controller._shared_stream.close()
+                    dropped = True
+        except BaseException as err:
+            iteration_error = err
+
+        deadline = time.monotonic() + _INTERRUPT_WAIT_SECONDS
+        while not thread.interrupted and time.monotonic() < deadline:
+            time.sleep(0.1)
+
+        if thread.interrupted:
+            with contextlib.suppress(Exception):
+                thread.run.respond("yes")
+
+        final = thread.output
+        assert dropped, "expected to drop the shared stream during iteration"
+        assert snapshots, "expected at least one snapshot before the drop"
+        assert iteration_error is None, (
+            f"values iterator raised on stream close: {iteration_error!r}"
+        )
+        assert final.get("items") == EXPECTED_TERMINAL_ITEMS
+        assert counter["drops"] == 0, (
+            f"unexpected dedup activity (drops={counter['drops']})"
+        )

libs/sdk-py/tests/integration/test_remote_graph_v3.py

@@ -0,0 +1,133 @@
+"""Integration tests for RemoteGraph v3 streaming.
+
+Tests the end-to-end wiring: RemoteGraph -> langgraph_sdk client.threads.stream(...) ->
+docker-running langgraph-api -> SSE projections -> adapter classes.
+
+Run with: pytest tests/integration/test_remote_graph_v3.py -m integration
+"""
+
+from __future__ import annotations
+
+import uuid
+
+import pytest
+from langchain_core.runnables import RunnableConfig
+from langgraph.pregel.remote import RemoteGraph
+from langgraph.types import Command
+
+pytestmark = pytest.mark.integration
+
+URL = "http://localhost:2024"
+
+# Input shapes matching what the integration graphs expect.
+# `agent` graph (streaming_graph.py): AgentState has messages, value, items.
+# `tools_agent` graph (tools_agent.py): create_agent graph expects messages list.
+_AGENT_INPUT = {"messages": [], "value": "init", "items": []}
+_TOOLS_AGENT_INPUT = {"messages": [{"role": "user", "content": "search for v3"}]}
+
+
+@pytest.fixture
+def remote_agent() -> RemoteGraph:
+    return RemoteGraph("agent", url=URL)
+
+
+@pytest.fixture
+def remote_tools_agent() -> RemoteGraph:
+    return RemoteGraph("tools_agent", url=URL)
+
+
+async def test_async_happy_path_yields_output(remote_tools_agent: RemoteGraph) -> None:
+    """tools_agent completes without interrupt; ``await stream.output`` drives
+    the run to terminal via the lifecycle watcher (no explicit event iteration
+    needed — the SSE subscription stays open by design after run completion)."""
+    async with await remote_tools_agent.astream_events(
+        _TOOLS_AGENT_INPUT,
+        version="v3",
+    ) as stream:
+        output = await stream.output()
+        assert output is not None
+        assert (await stream.interrupted()) is False
+
+
+async def test_async_interrupt_path_surfaces_interrupts(
+    remote_agent: RemoteGraph,
+) -> None:
+    """agent graph hits ask_human; interrupted must be True with >= 1 interrupt.
+
+    Note: interrupts pause the run but DON'T resolve `_run_done` (only
+    `completed` / `failed` lifecycle phases do), so `await stream.output()`
+    would hang. The adapter doesn't expose `interleave()` on the async
+    side (mirrors local `AsyncGraphRunStream`), so drain the `values`
+    projection directly until the run reports it is interrupted.
+    """
+    async with await remote_agent.astream_events(
+        _AGENT_INPUT,
+        version="v3",
+    ) as stream:
+        async for _ in stream.values:
+            if await stream.interrupted():
+                break
+        assert (await stream.interrupted()) is True
+        interrupts = await stream.interrupts()
+        assert len(interrupts) >= 1
+
+
+async def test_async_resume_after_interrupt(remote_agent: RemoteGraph) -> None:
+    """Interrupt the agent at ask_human, then resume the SAME thread with
+    `Command(resume=...)`.
+
+    Validates the v3 resume path end-to-end. The client sends the raw resume
+    value as `input` (not a serialized Command); the server detects the
+    thread's pending interrupt from persisted state — which survives the first
+    session's close — and wraps it as `Command(resume=...)`, driving the run
+    past `ask_human` to completion (the graph interrupts only once).
+    """
+    thread_id = str(uuid.uuid4())
+    config: RunnableConfig = {"configurable": {"thread_id": thread_id}}
+
+    # First session: drive until the agent pauses at the ask_human interrupt.
+    async with await remote_agent.astream_events(
+        _AGENT_INPUT,
+        config=config,
+        version="v3",
+    ) as stream:
+        async for _ in stream.values:
+            if await stream.interrupted():
+                break
+        assert (await stream.interrupted()) is True
+
+    # Second session on the same thread: resume with the human's answer. The
+    # run continues past ask_human to completion with no further interrupt.
+    async with await remote_agent.astream_events(
+        Command(resume="yes"),
+        config=config,
+        version="v3",
+    ) as stream:
+        output = await stream.output()
+        assert output is not None
+        assert (await stream.interrupted()) is False
+
+
+def test_sync_happy_path_yields_output(remote_tools_agent: RemoteGraph) -> None:
+    """Sync stream: tools_agent completes; ``stream.output`` (sync property)
+    blocks until terminal."""
+    with remote_tools_agent.stream_events(
+        _TOOLS_AGENT_INPUT,
+        version="v3",
+    ) as stream:
+        output = stream.output
+        assert output is not None
+        assert stream.interrupted is False
+
+
+async def test_abort_mid_run_cancels_server_side(
+    remote_tools_agent: RemoteGraph,
+) -> None:
+    """Abort immediately after run.start; reaching the end without exception
+    confirms abort + __aexit__ cleanup worked."""
+    async with await remote_tools_agent.astream_events(
+        _TOOLS_AGENT_INPUT,
+        version="v3",
+    ) as stream:
+        await stream.abort()
+    # Reaching here without unhandled exceptions confirms abort + __aexit__ succeeded.

libs/sdk-py/tests/integration/test_runs.py

@@ -0,0 +1,125 @@
+"""`RunsClient` non-streaming surface.
+
+`cancel` is covered in `test_cancel.py`. This file covers create / get /
+list / wait. The canonical `agent` graph interrupts at `ask_human`, so a
+plain `runs.create` lands in the `interrupted` state. We use
+`interrupt_before=["ask_human"]` so the run pauses before the interrupting
+node and reaches a deterministic non-success terminal.
+"""
+
+from __future__ import annotations
+
+import pytest
+
+from .conftest import ASSISTANT_ID
+
+pytestmark = pytest.mark.integration
+
+
+def _async_runs(raw):
+    from langgraph_sdk._async.http import HttpClient
+    from langgraph_sdk._async.runs import RunsClient
+
+    return RunsClient(HttpClient(raw))
+
+
+def _sync_runs(raw):
+    from langgraph_sdk._sync.http import SyncHttpClient
+    from langgraph_sdk._sync.runs import SyncRunsClient
+
+    return SyncRunsClient(SyncHttpClient(raw))
+
+
+async def test_runs_create_get_list_async(async_threads) -> None:
+    threads, raw = async_threads
+    runs = _async_runs(raw)
+    thread = await threads.create(
+        metadata={"suite": "integration", "label": "runs-async"}
+    )
+    tid = thread["thread_id"]
+    try:
+        created = await runs.create(
+            tid,
+            ASSISTANT_ID,
+            input={"messages": [], "value": "init", "items": []},
+        )
+        run_id = created["run_id"]
+        assert created["thread_id"] == tid
+
+        fetched = await runs.get(tid, run_id)
+        assert fetched["run_id"] == run_id
+
+        listed = await runs.list(tid, limit=10)
+        assert any(r["run_id"] == run_id for r in listed)
+    finally:
+        await threads.delete(tid)
+
+
+def test_runs_create_get_list_sync(sync_threads) -> None:
+    threads, raw = sync_threads
+    runs = _sync_runs(raw)
+    thread = threads.create(metadata={"suite": "integration", "label": "runs-sync"})
+    tid = thread["thread_id"]
+    try:
+        created = runs.create(
+            tid,
+            ASSISTANT_ID,
+            input={"messages": [], "value": "init", "items": []},
+        )
+        run_id = created["run_id"]
+        assert created["thread_id"] == tid
+
+        fetched = runs.get(tid, run_id)
+        assert fetched["run_id"] == run_id
+
+        listed = runs.list(tid, limit=10)
+        assert any(r["run_id"] == run_id for r in listed)
+    finally:
+        threads.delete(tid)
+
+
+async def test_runs_wait_async(async_threads) -> None:
+    """`wait` blocks until the run reaches a terminal state and returns its values."""
+    threads, raw = async_threads
+    runs = _async_runs(raw)
+    thread = await threads.create(
+        metadata={"suite": "integration", "label": "wait-async"}
+    )
+    tid = thread["thread_id"]
+    try:
+        # `interrupt_before` makes the run pause before `ask_human` rather
+        # than running into the dynamic `interrupt(...)` inside it; the run
+        # ends up in `interrupted` status with a deterministic terminal.
+        result = await runs.wait(
+            tid,
+            ASSISTANT_ID,
+            input={"messages": [], "value": "init", "items": []},
+            interrupt_before=["ask_human"],
+        )
+        # The result is the terminal `values` payload for this run.
+        assert isinstance(result, dict)
+        assert "items" in result
+        assert "streamed" in result["items"]
+        assert "tool" in result["items"]
+    finally:
+        await threads.delete(tid)
+
+
+def test_runs_wait_sync(sync_threads) -> None:
+    threads, raw = sync_threads
+    runs = _sync_runs(raw)
+    thread = threads.create(metadata={"suite": "integration", "label": "wait-sync"})
+    tid = thread["thread_id"]
+    try:
+        result = runs.wait(
+            tid,
+            ASSISTANT_ID,
+            input={"messages": [], "value": "init", "items": []},
+            interrupt_before=["ask_human"],
+        )
+        assert isinstance(result, dict)
+        assert "items" in result
+        assert "streamed" in result["items"]
+        assert "tool" in result["items"]
+    finally:
+        threads.delete(tid)

libs/sdk-py/tests/integration/test_store.py

@@ -0,0 +1,123 @@
+"""`StoreClient` against the integration API.
+
+Covers the put / get / search / list_namespaces / delete round-trip
+under a unique-per-test namespace so concurrent runs don't collide.
+"""
+
+from __future__ import annotations
+
+import uuid
+
+import pytest
+
+pytestmark = pytest.mark.integration
+
+
+def _async_store(raw):
+    from langgraph_sdk._async.http import HttpClient
+    from langgraph_sdk._async.store import StoreClient
+
+    return StoreClient(HttpClient(raw))
+
+
+def _sync_store(raw):
+    from langgraph_sdk._sync.http import SyncHttpClient
+    from langgraph_sdk._sync.store import SyncStoreClient
+
+    return SyncStoreClient(SyncHttpClient(raw))
+
+
+def _unique_namespace(label: str) -> list[str]:
+    return ["test-integration", label, uuid.uuid4().hex[:12]]
+
+
+async def test_store_put_get_delete_async(async_threads) -> None:
+    _, raw = async_threads
+    store = _async_store(raw)
+    ns = _unique_namespace("put-async")
+    key = "doc-1"
+    payload = {"title": "Hello", "body": "World"}
+
+    await store.put_item(ns, key=key, value=payload)
+    try:
+        fetched = await store.get_item(ns, key=key)
+        assert fetched["value"] == payload
+        assert fetched["namespace"] == ns
+        assert fetched["key"] == key
+    finally:
+        await store.delete_item(ns, key=key)
+
+    missing = await store.get_item(ns, key=key)
+    assert missing is None
+
+
+def test_store_put_get_delete_sync(sync_threads) -> None:
+    _, raw = sync_threads
+    store = _sync_store(raw)
+    ns = _unique_namespace("put-sync")
+    key = "doc-1"
+    payload = {"title": "Hello", "body": "World"}
+
+    store.put_item(ns, key=key, value=payload)
+    try:
+        fetched = store.get_item(ns, key=key)
+        assert fetched["value"] == payload
+        assert fetched["namespace"] == ns
+        assert fetched["key"] == key
+    finally:
+        store.delete_item(ns, key=key)
+
+    missing = store.get_item(ns, key=key)
+    assert missing is None
+
+
+async def test_store_search_and_list_namespaces_async(async_threads) -> None:
+    _, raw = async_threads
+    store = _async_store(raw)
+    ns = _unique_namespace("search-async")
+    await store.put_item(ns, key="a", value={"kind": "alpha"})
+    await store.put_item(ns, key="b", value={"kind": "beta"})
+    try:
+        search = await store.search_items(ns, limit=10)
+        items = search.get("items", search) if isinstance(search, dict) else search
+        keys = sorted(i["key"] for i in items)
+        assert keys == ["a", "b"]
+
+        namespaces_result = await store.list_namespaces(prefix=ns[:1], limit=100)
+        namespaces = (
+            namespaces_result.get("namespaces", namespaces_result)
+            if isinstance(namespaces_result, dict)
+            else namespaces_result
+        )
+        assert any(list(found) == ns for found in namespaces), (
+            f"namespace {ns!r} not in list_namespaces result"
+        )
+    finally:
+        await store.delete_item(ns, key="a")
+        await store.delete_item(ns, key="b")
+
+
+def test_store_search_and_list_namespaces_sync(sync_threads) -> None:
+    _, raw = sync_threads
+    store = _sync_store(raw)
+    ns = _unique_namespace("search-sync")
+    store.put_item(ns, key="a", value={"kind": "alpha"})
+    store.put_item(ns, key="b", value={"kind": "beta"})
+    try:
+        search = store.search_items(ns, limit=10)
+        items = search.get("items", search) if isinstance(search, dict) else search
+        keys = sorted(i["key"] for i in items)
+        assert keys == ["a", "b"]
+
+        namespaces_result = store.list_namespaces(prefix=ns[:1], limit=100)
+        namespaces = (
+            namespaces_result.get("namespaces", namespaces_result)
+            if isinstance(namespaces_result, dict)
+            else namespaces_result
+        )
+        assert any(list(found) == ns for found in namespaces), (
+            f"namespace {ns!r} not in list_namespaces result"
+        )
+    finally:
+        store.delete_item(ns, key="a")
+        store.delete_item(ns, key="b")

libs/sdk-py/tests/integration/test_subgraphs.py

@@ -0,0 +1,52 @@
+"""`thread.subgraphs` discovery against `agent` and `deep_agent`.
+
+`deep_agent` uses `FakeMessagesListChatModel` for both supervisor and
+researcher, so this suite is hermetic (no LLM API key required).
+"""
+
+from __future__ import annotations
+
+import pytest
+
+from .conftest import ASSISTANT_ID, DEEP_AGENT_ASSISTANT_ID
+
+pytestmark = pytest.mark.integration
+
+
+async def test_subgraphs_agent_async(async_threads) -> None:
+    """Plain nested `StateGraph.invoke` does not produce a scoped child handle."""
+    threads, _ = async_threads
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        await thread.run.start(input={"messages": [], "value": "init", "items": []})
+        handles = [h async for h in thread.subgraphs]
+        # Documented behavior: plain nested invokes do not show up as scoped
+        # child handles; the canonical signal is `create_deep_agent`.
+        assert handles == []
+
+
+def test_subgraphs_agent_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        thread.run.start(input={"messages": [], "value": "init", "items": []})
+        handles = list(thread.subgraphs)
+        assert handles == []
+
+
+async def test_subgraphs_deep_agent_async(async_threads) -> None:
+    threads, _ = async_threads
+    async with threads.stream(assistant_id=DEEP_AGENT_ASSISTANT_ID) as thread:
+        await thread.run.start(
+            input={"messages": [{"role": "user", "content": "research the v3 spec"}]},
+        )
+        handles = [h async for h in thread.subgraphs]
+        assert handles, "deep_agent should produce at least one direct-child handle"
+
+
+def test_subgraphs_deep_agent_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    with threads.stream(assistant_id=DEEP_AGENT_ASSISTANT_ID) as thread:
+        thread.run.start(
+            input={"messages": [{"role": "user", "content": "research the v3 spec"}]},
+        )
+        handles = list(thread.subgraphs)
+        assert handles, "deep_agent should produce at least one direct-child handle"

libs/sdk-py/tests/integration/test_threads_crud.py

@@ -0,0 +1,124 @@
+"""`ThreadsClient` non-streaming CRUD surface.
+
+`stream` and `update_state` are covered elsewhere; this file covers
+create / get / delete / search / copy / get_history.
+"""
+
+from __future__ import annotations
+
+import pytest
+
+from .conftest import ASSISTANT_ID
+
+pytestmark = pytest.mark.integration
+
+
+async def test_threads_create_get_delete_async(async_threads) -> None:
+    threads, _ = async_threads
+    created = await threads.create(
+        metadata={"suite": "integration", "label": "crud-async"}
+    )
+    tid = created["thread_id"]
+    try:
+        fetched = await threads.get(tid)
+        assert fetched["thread_id"] == tid
+        assert fetched["metadata"]["label"] == "crud-async"
+    finally:
+        await threads.delete(tid)
+
+
+def test_threads_create_get_delete_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    created = threads.create(metadata={"suite": "integration", "label": "crud-sync"})
+    tid = created["thread_id"]
+    try:
+        fetched = threads.get(tid)
+        assert fetched["thread_id"] == tid
+        assert fetched["metadata"]["label"] == "crud-sync"
+    finally:
+        threads.delete(tid)
+
+
+async def test_threads_search_async(async_threads) -> None:
+    threads, _ = async_threads
+    created = await threads.create(
+        metadata={"suite": "integration", "label": "search-async"}
+    )
+    tid = created["thread_id"]
+    try:
+        results = await threads.search(metadata={"label": "search-async"}, limit=10)
+        assert any(t["thread_id"] == tid for t in results)
+    finally:
+        await threads.delete(tid)
+
+
+def test_threads_search_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    created = threads.create(metadata={"suite": "integration", "label": "search-sync"})
+    tid = created["thread_id"]
+    try:
+        results = threads.search(metadata={"label": "search-sync"}, limit=10)
+        assert any(t["thread_id"] == tid for t in results)
+    finally:
+        threads.delete(tid)
+
+
+async def test_threads_copy_async(async_threads) -> None:
+    threads, _ = async_threads
+    src = await threads.create(
+        metadata={"suite": "integration", "label": "copy-async-src"}
+    )
+    src_id = src["thread_id"]
+    try:
+        copied = await threads.copy(src_id)
+        copy_id = copied["thread_id"]
+        try:
+            assert copy_id != src_id
+        finally:
+            await threads.delete(copy_id)
+    finally:
+        await threads.delete(src_id)
+
+
+def test_threads_copy_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    src = threads.create(metadata={"suite": "integration", "label": "copy-sync-src"})
+    src_id = src["thread_id"]
+    try:
+        copied = threads.copy(src_id)
+        copy_id = copied["thread_id"]
+        try:
+            assert copy_id != src_id
+        finally:
+            threads.delete(copy_id)
+    finally:
+        threads.delete(src_id)
+
+
+async def test_threads_history_after_run_async(async_threads) -> None:
+    """A completed run produces at least one checkpoint in history."""
+    threads, _ = async_threads
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        await thread.run.start(input={"messages": [], "value": "init", "items": []})
+        async for _ in thread.values:
+            if thread.interrupted:
+                break
+        if thread.interrupted:
+            await thread.run.respond("yes")
+        await thread.output
+        history = await threads.get_history(thread.thread_id, limit=20)
+    assert history, "expected at least one checkpoint after a completed run"
+
+
+def test_threads_history_after_run_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        thread.run.start(input={"messages": [], "value": "init", "items": []})
+        for _ in thread.values:
+            if thread.interrupted:
+                break
+        if thread.interrupted:
+            thread.run.respond("yes")
+        _ = thread.output  # force terminal-state fetch; value unused
+        history = threads.get_history(thread.thread_id, limit=20)
+    assert history, "expected at least one checkpoint after a completed run"

libs/sdk-py/tests/integration/test_tools.py

@@ -0,0 +1,51 @@
+"""`thread.tool_calls` against the `tools_agent` graph."""
+
+from __future__ import annotations
+
+import pytest
+
+from .conftest import TOOLS_ASSISTANT_ID
+
+pytestmark = pytest.mark.integration
+
+
+async def test_tools_async(async_threads) -> None:
+    threads, _ = async_threads
+    async with threads.stream(assistant_id=TOOLS_ASSISTANT_ID) as thread:
+        await thread.run.start(
+            input={"messages": [{"role": "human", "content": "search for v3"}]}
+        )
+
+        # Drain the outer iterator first; iterating each handle's `.deltas`
+        # while the outer is suspended deadlocks.
+        handles = [h async for h in thread.tool_calls]
+        assert handles, "expected at least one tool call handle"
+        assert any(h.name == "search" for h in handles), "expected `search` tool call"
+
+        for handle in handles:
+            deltas = "".join([d async for d in handle.deltas])
+            output = await handle.output
+            assert output.get("status") == "success", (
+                f"tool {handle.name} non-success output: {output!r}"
+            )
+            # The `tools_agent` fake model returns the tool call args pre-built,
+            # so the streamed args buffer is empty by design.
+            assert isinstance(deltas, str)
+
+
+def test_tools_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    with threads.stream(assistant_id=TOOLS_ASSISTANT_ID) as thread:
+        thread.run.start(
+            input={"messages": [{"role": "human", "content": "search for v3"}]}
+        )
+
+        handles = list(thread.tool_calls)
+        assert handles, "expected at least one tool call handle"
+        assert any(h.name == "search" for h in handles), "expected `search` tool call"
+
+        for handle in handles:
+            deltas = "".join(list(handle.deltas))
+            output = handle.output
+            assert output.get("status") == "success"
+            assert isinstance(deltas, str)

libs/sdk-py/tests/integration/test_update_state.py

@@ -0,0 +1,103 @@
+"""`threads.update_state(...)` during an interrupt persists the mutation."""
+
+from __future__ import annotations
+
+import asyncio
+import time
+
+import pytest
+
+from langgraph_sdk.errors import ConflictError
+
+from .conftest import ASSISTANT_ID
+
+pytestmark = pytest.mark.integration
+
+_PATCHED_VALUE = "patched"
+_UPDATE_STATE_RETRY_BUDGET = 5.0
+
+
+async def _update_state_with_retry_async(threads, thread_id, values) -> None:
+    """`thread.interrupted` flips before the server commits the run row; retry briefly."""
+    delay = 0.05
+    deadline = asyncio.get_running_loop().time() + _UPDATE_STATE_RETRY_BUDGET
+    last_err: Exception | None = None
+    while asyncio.get_running_loop().time() < deadline:
+        try:
+            await threads.update_state(thread_id, values)
+            return
+        except ConflictError as err:
+            last_err = err
+            await asyncio.sleep(delay)
+            delay = min(delay * 2, 0.5)
+    raise AssertionError(
+        f"update_state never accepted within {_UPDATE_STATE_RETRY_BUDGET}s: {last_err!r}"
+    )
+
+
+def _update_state_with_retry_sync(threads, thread_id, values) -> None:
+    delay = 0.05
+    deadline = time.monotonic() + _UPDATE_STATE_RETRY_BUDGET
+    last_err: Exception | None = None
+    while time.monotonic() < deadline:
+        try:
+            threads.update_state(thread_id, values)
+            return
+        except ConflictError as err:
+            last_err = err
+            time.sleep(delay)
+            delay = min(delay * 2, 0.5)
+    raise AssertionError(
+        f"update_state never accepted within {_UPDATE_STATE_RETRY_BUDGET}s: {last_err!r}"
+    )
+
+
+async def test_update_state_async(async_threads) -> None:
+    threads, _ = async_threads
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        async for _ in thread.values:
+            if thread.interrupted:
+                break
+        assert thread.interrupted, "expected interrupt before update_state"
+
+        pre_state = await threads.get_state(thread.thread_id)
+        pre_value = (pre_state.get("values") or {}).get("value")
+        # `stream_message` overwrites value="init" with "x" before the interrupt.
+        assert pre_value == "x", f"unexpected pre-update value: {pre_value!r}"
+
+        await _update_state_with_retry_async(
+            threads, thread.thread_id, {"value": _PATCHED_VALUE}
+        )
+
+        post_state = await threads.get_state(thread.thread_id)
+        post_value = (post_state.get("values") or {}).get("value")
+        assert post_value == _PATCHED_VALUE, (
+            f"update_state did not persist: value={post_value!r}"
+        )
+
+
+def test_update_state_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        for _ in thread.values:
+            if thread.interrupted:
+                break
+        assert thread.interrupted, "expected interrupt before update_state"
+
+        pre_state = threads.get_state(thread.thread_id)
+        pre_value = (pre_state.get("values") or {}).get("value")
+        assert pre_value == "x", f"unexpected pre-update value: {pre_value!r}"
+
+        _update_state_with_retry_sync(
+            threads, thread.thread_id, {"value": _PATCHED_VALUE}
+        )
+
+        post_state = threads.get_state(thread.thread_id)
+        post_value = (post_state.get("values") or {}).get("value")
+        assert post_value == _PATCHED_VALUE, (
+            f"update_state did not persist: value={post_value!r}"
+        )

libs/sdk-py/tests/integration/test_values.py

@@ -0,0 +1,45 @@
+"""`thread.values` against the integration API."""
+
+from __future__ import annotations
+
+import pytest
+
+from .conftest import ASSISTANT_ID, EXPECTED_TERMINAL_ITEMS
+
+pytestmark = pytest.mark.integration
+
+
+async def test_values_async(async_threads) -> None:
+    threads, _ = async_threads
+    async with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        # `_signal_paused` pushes None to the values subscription on the
+        # rising edge of `interrupted`, so this loop exits at the interrupt.
+        snapshots: list[dict] = []
+        async for snap in thread.values:
+            snapshots.append(snap)
+
+        assert thread.interrupted, f"expected interrupt; got {len(snapshots)} snapshots"
+        await thread.run.respond("yes")
+
+        final = await thread.output
+        assert final.get("items") == EXPECTED_TERMINAL_ITEMS
+        assert snapshots, "expected pre-interrupt snapshots"
+
+
+def test_values_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    with threads.stream(assistant_id=ASSISTANT_ID) as thread:
+        thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        snapshots: list[dict] = []
+        for snap in thread.values:
+            snapshots.append(snap)
+
+        assert thread.interrupted, f"expected interrupt; got {len(snapshots)} snapshots"
+        thread.run.respond("yes")
+
+        final = thread.output
+        assert final.get("items") == EXPECTED_TERMINAL_ITEMS
+        assert snapshots, "expected pre-interrupt snapshots"

libs/sdk-py/tests/integration/test_websocket.py

@@ -0,0 +1,51 @@
+"""WebSocket transport against the integration API."""
+
+from __future__ import annotations
+
+import pytest
+
+from .conftest import ASSISTANT_ID, EXPECTED_TERMINAL_ITEMS
+
+pytestmark = pytest.mark.integration
+
+
+async def test_websocket_async(async_threads) -> None:
+    threads, _ = async_threads
+    async with threads.stream(
+        assistant_id=ASSISTANT_ID, transport="websocket"
+    ) as thread:
+        from langgraph_sdk.stream.transport import ProtocolWebSocketTransport
+
+        assert isinstance(thread._transport, ProtocolWebSocketTransport)
+
+        await thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        snapshots: list[dict] = []
+        async for snap in thread.values:
+            snapshots.append(snap)
+
+        assert thread.interrupted, "expected interrupt over ws"
+        await thread.run.respond("yes")
+
+        final = await thread.output
+        assert final.get("items") == EXPECTED_TERMINAL_ITEMS
+
+
+def test_websocket_sync(sync_threads) -> None:
+    threads, _ = sync_threads
+    with threads.stream(assistant_id=ASSISTANT_ID, transport="websocket") as thread:
+        from langgraph_sdk.stream.transport import SyncProtocolWebSocketTransport
+
+        assert isinstance(thread._transport, SyncProtocolWebSocketTransport)
+
+        thread.run.start(input={"messages": [], "value": "init", "items": []})
+
+        snapshots: list[dict] = []
+        for snap in thread.values:
+            snapshots.append(snap)
+
+        assert thread.interrupted, "expected interrupt over ws"
+        thread.run.respond("yes")
+
+        final = thread.output
+        assert final.get("items") == EXPECTED_TERMINAL_ITEMS

libs/sdk-py/tests/streaming/_events.py

@@ -0,0 +1,318 @@
+"""Builders for protocol `Event` payloads used in tests.
+
+Mirrors `libs/sdk/src/client/stream/test/event-builders.ts` from the JS SDK.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+
+def _base(seq: int, method: str, namespace: list[str], data: Any) -> dict[str, Any]:
+    return {
+        "type": "event",
+        "method": method,
+        "params": {
+            "namespace": namespace,
+            "data": data,
+        },
+        "seq": seq,
+        "event_id": f"evt-{seq}",
+    }
+
+
+def _normalize_lifecycle_data(data: dict[str, Any]) -> dict[str, Any]:
+    """Map test-fixture shorthand to the wire shape `langgraph-api` emits.
+
+    The server emits the lifecycle status as `data.event` with values
+    `running` / `completed` / `failed` / `interrupted` (see
+    `api/langgraph_api/event_streaming/event_normalizers.py::to_lifecycle_status`).
+    The fixture historically accepted `phase=` and the legacy `"errored"`
+    value; translate them so tests exercise the real wire format
+    without touching every call site.
+    """
+    normalized = dict(data)
+    if "phase" in normalized and "event" not in normalized:
+        normalized["event"] = normalized.pop("phase")
+    if normalized.get("event") == "errored":
+        normalized["event"] = "failed"
+    return normalized
+
+
+def lifecycle_event(
+    seq: int = 0, namespace: list[str] | None = None, **data: Any
+) -> dict[str, Any]:
+    payload = _normalize_lifecycle_data(data) if data else {"event": "started"}
+    return _base(seq, "lifecycle", namespace or [], payload)
+
+
+def lifecycle_started_event(
+    seq: int = 0, namespace: list[str] | None = None
+) -> dict[str, Any]:
+    """Lifecycle event with `event="started"`."""
+    return _base(seq, "lifecycle", namespace or [], {"event": "started"})
+
+
+def lifecycle_completed_event(
+    seq: int = 0, namespace: list[str] | None = None
+) -> dict[str, Any]:
+    """Lifecycle event with `event="completed"`."""
+    return _base(seq, "lifecycle", namespace or [], {"event": "completed"})
+
+
+def lifecycle_errored_event(
+    seq: int = 0,
+    namespace: list[str] | None = None,
+    error: str = "run errored",
+) -> dict[str, Any]:
+    """Lifecycle event with `event="failed"` and an error message."""
+    return _base(seq, "lifecycle", namespace or [], {"event": "failed", "error": error})
+
+
+def values_event(
+    seq: int = 0, namespace: list[str] | None = None, **data: Any
+) -> dict[str, Any]:
+    return _base(seq, "values", namespace or [], data or {"values": {}})
+
+
+def updates_event(
+    seq: int = 0, namespace: list[str] | None = None, **data: Any
+) -> dict[str, Any]:
+    return _base(seq, "updates", namespace or [], data or {})
+
+
+def checkpoints_event(
+    seq: int = 0, namespace: list[str] | None = None, **data: Any
+) -> dict[str, Any]:
+    return _base(seq, "checkpoints", namespace or [], data or {})
+
+
+def custom_event(
+    seq: int = 0, name: str = "ext", namespace: list[str] | None = None, **data: Any
+) -> dict[str, Any]:
+    payload = {"name": name, **data} if name else dict(data)
+    return _base(seq, "custom", namespace or [], payload)
+
+
+def input_requested_event(
+    seq: int = 0, namespace: list[str] | None = None
+) -> dict[str, Any]:
+    return _base(seq, "input.requested", namespace or [], {"interrupt_id": "i-1"})
+
+
+def message_start_event(
+    seq: int = 0,
+    namespace: list[str] | None = None,
+    *,
+    message_id: str = "msg-1",
+    role: str = "ai",
+    run_id: str | None = None,
+    node: str = "agent",
+) -> dict[str, Any]:
+    metadata: dict[str, Any] = {"langgraph_node": node}
+    if run_id is not None:
+        metadata["run_id"] = run_id
+    return _base(
+        seq,
+        "messages",
+        namespace or [],
+        {
+            "event": "message-start",
+            "id": message_id,
+            "role": role,
+            "metadata": metadata,
+        },
+    )
+
+
+def message_text_delta_event(
+    seq: int = 0,
+    namespace: list[str] | None = None,
+    *,
+    text: str,
+    index: int = 0,
+    message_id: str | None = None,
+) -> dict[str, Any]:
+    data: dict[str, Any] = {
+        "event": "content-block-delta",
+        "index": index,
+        "delta": {"type": "text-delta", "text": text},
+    }
+    if message_id is not None:
+        data["id"] = message_id
+    return _base(seq, "messages", namespace or [], data)
+
+
+def message_text_finish_event(
+    seq: int = 0,
+    namespace: list[str] | None = None,
+    *,
+    text: str,
+    index: int = 0,
+    message_id: str | None = None,
+) -> dict[str, Any]:
+    data: dict[str, Any] = {
+        "event": "content-block-finish",
+        "index": index,
+        "content": {"type": "text", "text": text},
+    }
+    if message_id is not None:
+        data["id"] = message_id
+    return _base(seq, "messages", namespace or [], data)
+
+
+def message_finish_event(
+    seq: int = 0,
+    namespace: list[str] | None = None,
+    *,
+    input_tokens: int = 1,
+    output_tokens: int = 1,
+    message_id: str | None = None,
+) -> dict[str, Any]:
+    data: dict[str, Any] = {
+        "event": "message-finish",
+        "usage": {
+            "input_tokens": input_tokens,
+            "output_tokens": output_tokens,
+            "total_tokens": input_tokens + output_tokens,
+        },
+    }
+    if message_id is not None:
+        data["id"] = message_id
+    return _base(seq, "messages", namespace or [], data)
+
+
+def message_error_event(
+    seq: int = 0,
+    namespace: list[str] | None = None,
+    *,
+    message: str = "model failed",
+    code: str = "provider_error",
+    message_id: str | None = None,
+) -> dict[str, Any]:
+    data: dict[str, Any] = {"event": "error", "message": message, "code": code}
+    if message_id is not None:
+        data["id"] = message_id
+    return _base(seq, "messages", namespace or [], data)
+
+
+def tool_started_event(
+    seq: int = 0,
+    namespace: list[str] | None = None,
+    *,
+    tool_call_id: str = "call-1",
+    tool_name: str = "search",
+    input: Any = None,
+) -> dict[str, Any]:
+    payload: dict[str, Any] = {
+        "event": "tool-started",
+        "tool_call_id": tool_call_id,
+        "tool_name": tool_name,
+    }
+    if input is not None:
+        payload["input"] = input
+    return _base(seq, "tools", namespace or [], payload)
+
+
+def tool_output_delta_event(
+    seq: int = 0,
+    namespace: list[str] | None = None,
+    *,
+    tool_call_id: str = "call-1",
+    delta: str = "",
+) -> dict[str, Any]:
+    return _base(
+        seq,
+        "tools",
+        namespace or [],
+        {
+            "event": "tool-output-delta",
+            "tool_call_id": tool_call_id,
+            "delta": delta,
+        },
+    )
+
+
+def tool_finished_event(
+    seq: int = 0,
+    namespace: list[str] | None = None,
+    *,
+    tool_call_id: str = "call-1",
+    output: Any = None,
+) -> dict[str, Any]:
+    return _base(
+        seq,
+        "tools",
+        namespace or [],
+        {
+            "event": "tool-finished",
+            "tool_call_id": tool_call_id,
+            "output": output,
+        },
+    )
+
+
+def tool_error_event(
+    seq: int = 0,
+    namespace: list[str] | None = None,
+    *,
+    tool_call_id: str = "call-1",
+    message: str = "tool failed",
+    code: str = "tool_error",
+) -> dict[str, Any]:
+    return _base(
+        seq,
+        "tools",
+        namespace or [],
+        {
+            "event": "tool-error",
+            "tool_call_id": tool_call_id,
+            "message": message,
+            "code": code,
+        },
+    )
+
+
+def tasks_start_event(
+    seq: int = 0,
+    namespace: list[str] | None = None,
+    *,
+    task_id: str = "task-1",
+    name: str = "node",
+    input: Any = None,
+) -> dict[str, Any]:
+    return _base(
+        seq,
+        "tasks",
+        namespace or [],
+        {
+            "id": task_id,
+            "name": name,
+            "input": input,
+            "triggers": [],
+        },
+    )
+
+
+def tasks_result_event(
+    seq: int = 0,
+    namespace: list[str] | None = None,
+    *,
+    task_id: str = "task-1",
+    name: str = "node",
+    result: Any = None,
+    error: str | None = None,
+    interrupts: list[dict[str, Any]] | None = None,
+) -> dict[str, Any]:
+    return _base(
+        seq,
+        "tasks",
+        namespace or [],
+        {
+            "id": task_id,
+            "name": name,
+            "result": result if result is not None else {},
+            "error": error,
+            "interrupts": interrupts or [],
+        },
+    )

libs/sdk-py/tests/streaming/_fake_server.py

@@ -0,0 +1,281 @@
+"""In-process ASGI fake of the v3 protocol endpoints.
+
+Mirrors the production endpoints just closely enough to validate the client:
+
+  - POST /threads/{thread_id}/commands
+  - POST /threads/{thread_id}/stream/events
+  - GET /threads/{thread_id}/state
+  - GET /assistants/{assistant_id}/graph
+"""
+
+from __future__ import annotations
+
+import asyncio
+from collections.abc import AsyncIterator
+from dataclasses import dataclass
+from typing import Any
+
+import httpx
+import orjson
+from starlette.applications import Starlette
+from starlette.requests import Request
+from starlette.responses import JSONResponse, Response, StreamingResponse
+from starlette.routing import Route
+
+
+class _AsyncSseByteStream(httpx.AsyncByteStream):
+    """Async SSE byte stream that supports mid-stream errors via `fail_after`."""
+
+    def __init__(self, script: _StreamScript) -> None:
+        self._script = script
+
+    async def __aiter__(self) -> AsyncIterator[bytes]:
+        for index, event in enumerate(self._script.events, start=1):
+            if self._script.delay:
+                await asyncio.sleep(self._script.delay)
+            payload = orjson.dumps(event).decode()
+            yield f"id: {event.get('event_id', '')}\n".encode()
+            yield f"event: message\ndata: {payload}\n\n".encode()
+            if self._script.fail_after is not None and index >= self._script.fail_after:
+                raise httpx.ReadError("scripted async stream failure")
+
+
+class _CountedAsyncSseByteStream(httpx.AsyncByteStream):
+    """Wraps `_AsyncSseByteStream` and decrements the server's open stream counter."""
+
+    def __init__(self, script: _StreamScript, server: Any) -> None:
+        self._inner = _AsyncSseByteStream(script)
+        self._server = server
+
+    async def __aiter__(self) -> AsyncIterator[bytes]:
+        try:
+            async for chunk in self._inner:
+                yield chunk
+        finally:
+            self._server.open_event_streams -= 1
+
+
+@dataclass
+class _StreamScript:
+    events: list[dict[str, Any]]
+    delay: float = 0.0
+    fail_after: int | None = None
+
+
+class FakeServer:
+    """Holds scripted state for tests and exposes a Starlette app.
+
+    Attributes:
+        received_commands: every command body posted to /commands, in order.
+        scripted_events: events the next /stream/events call will replay.
+        stream_request_bodies: bodies posted to /stream/events, in order.
+        command_request_headers: headers from each POST to /commands, in order.
+        stream_request_headers_list: headers from each POST to /stream/events, in order.
+        state: the `ThreadState`-shaped dict returned by GET /threads/{thread_id}/state.
+        state_request_count: number of times the state endpoint has been called.
+        state_request_headers: headers from each GET to /threads/{thread_id}/state, in order.
+    """
+
+    def __init__(self) -> None:
+        self.received_commands: list[dict[str, Any]] = []
+        self.scripted_events: list[dict[str, Any]] = []
+        self.stream_request_bodies: list[dict[str, Any]] = []
+        self.command_request_headers: list[dict[str, str]] = []
+        self.stream_request_headers_list: list[dict[str, str]] = []
+        self._stream_delay: float = 0.0
+        self._app: Starlette | None = None
+        self.open_event_streams = 0
+        self._open_event_streams_max = 0
+        self.state: dict[str, Any] = {}
+        self.state_request_count: int = 0
+        self.state_request_headers: list[dict[str, str]] = []
+        self._stream_scripts: list[_StreamScript] = []
+        self._command_response: dict[str, Any] | None = None
+        self.transport: httpx.MockTransport = httpx.MockTransport(self._handle_request)
+        self.graph_response: dict[str, Any] = {
+            "nodes": [{"id": "agent", "type": "runnable", "data": {"name": "agent"}}],
+            "edges": [],
+        }
+        self.graph_request_params: list[dict[str, str]] = []
+        self.graph_request_headers: list[dict[str, str]] = []
+
+    def script(
+        self,
+        events: list[dict[str, Any]],
+        *,
+        delay: float = 0.0,
+        fail_after: int | None = None,
+    ) -> None:
+        """Set the events the next /stream/events calls will replay."""
+        self.scripted_events = list(events)
+        self._stream_delay = delay
+        self._stream_scripts = [
+            _StreamScript(events=list(events), delay=delay, fail_after=fail_after)
+        ]
+
+    def script_sequence(self, scripts: list[_StreamScript]) -> None:
+        """Set per-open stream scripts consumed in order by /stream/events."""
+        self._stream_scripts = list(scripts)
+        self.scripted_events = []
+
+    def script_command_response(self, response: dict[str, Any]) -> None:
+        """Set the command envelope returned by /commands."""
+        self._command_response = dict(response)
+
+    def set_graph(self, graph: dict[str, Any]) -> None:
+        """Store the graph returned by GET /assistants/{assistant_id}/graph."""
+        self.graph_response = dict(graph)
+
+    def set_state(
+        self,
+        values: dict[str, Any],
+        next: list[Any] | None = None,
+        metadata: dict[str, Any] | None = None,
+    ) -> None:
+        """Store a `ThreadState`-shaped dict for GET /threads/{thread_id}/state."""
+        self.state = {
+            "values": values,
+            "next": next if next is not None else [],
+            "tasks": [],
+            "metadata": metadata if metadata is not None else {},
+            "checkpoint": None,
+            "created_at": None,
+        }
+
+    @property
+    def app(self) -> Starlette:
+        if self._app is None:
+            self._app = self._build_app()
+        return self._app
+
+    def _build_app(self) -> Starlette:
+        async def commands(request: Request) -> Response:
+            body = orjson.loads(await request.body())
+            self.received_commands.append(body)
+            self.command_request_headers.append(dict(request.headers))
+            command_id = body.get("id")
+            if self._command_response is not None:
+                response = dict(self._command_response)
+                response["id"] = command_id
+                return JSONResponse(response)
+            return JSONResponse(
+                {
+                    "type": "success",
+                    "id": command_id,
+                    "result": {"run_id": "run-1"},
+                }
+            )
+
+        async def stream_events(request: Request) -> Response:
+            self.stream_request_bodies.append(orjson.loads(await request.body()))
+            self.stream_request_headers_list.append(dict(request.headers))
+            return StreamingResponse(
+                self._sse_body(),
+                media_type="text/event-stream",
+            )
+
+        async def thread_state(request: Request) -> Response:
+            self.state_request_count += 1
+            self.state_request_headers.append(dict(request.headers))
+            return JSONResponse(self.state)
+
+        async def assistant_graph(request: Request) -> Response:
+            self.graph_request_params.append(dict(request.query_params))
+            self.graph_request_headers.append(dict(request.headers))
+            return JSONResponse(self.graph_response)
+
+        return Starlette(
+            routes=[
+                Route("/threads/{thread_id}/commands", commands, methods=["POST"]),
+                Route(
+                    "/threads/{thread_id}/stream/events",
+                    stream_events,
+                    methods=["POST"],
+                ),
+                Route(
+                    "/threads/{thread_id}/state",
+                    thread_state,
+                    methods=["GET"],
+                ),
+                Route(
+                    "/assistants/{assistant_id}/graph",
+                    assistant_graph,
+                    methods=["GET"],
+                ),
+            ]
+        )
+
+    async def _sse_body(self) -> AsyncIterator[bytes]:
+        self.open_event_streams += 1
+        self._open_event_streams_max = max(
+            self._open_event_streams_max, self.open_event_streams
+        )
+        script = (
+            self._stream_scripts.pop(0)
+            if self._stream_scripts
+            else _StreamScript(
+                events=list(self.scripted_events), delay=self._stream_delay
+            )
+        )
+        try:
+            for index, event in enumerate(script.events, start=1):
+                if script.delay:
+                    await asyncio.sleep(script.delay)
+                payload = orjson.dumps(event).decode()
+                yield f"id: {event.get('event_id', '')}\n".encode()
+                yield f"event: message\ndata: {payload}\n\n".encode()
+                if script.fail_after is not None and index >= script.fail_after:
+                    raise RuntimeError("scripted async stream failure")
+        finally:
+            self.open_event_streams -= 1
+
+    @property
+    def peak_open_event_streams(self) -> int:
+        return self._open_event_streams_max
+
+    async def _handle_request(self, request: httpx.Request) -> httpx.Response:
+        """Async handler for `httpx.MockTransport` — supports proper streaming failures."""
+        path = request.url.path
+        if path.endswith("/commands"):
+            body = orjson.loads(request.content)
+            self.received_commands.append(body)
+            self.command_request_headers.append(dict(request.headers))
+            command_id = body.get("id")
+            if self._command_response is not None:
+                response = dict(self._command_response)
+                response["id"] = command_id
+                return httpx.Response(200, json=response)
+            return httpx.Response(
+                200,
+                json={
+                    "type": "success",
+                    "id": command_id,
+                    "result": {"run_id": "run-1"},
+                },
+            )
+        if path.endswith("/stream/events"):
+            self.stream_request_bodies.append(orjson.loads(request.content))
+            self.stream_request_headers_list.append(dict(request.headers))
+            script = (
+                self._stream_scripts.pop(0)
+                if self._stream_scripts
+                else _StreamScript(
+                    events=list(self.scripted_events), delay=self._stream_delay
+                )
+            )
+            self.open_event_streams += 1
+            self._open_event_streams_max = max(
+                self._open_event_streams_max, self.open_event_streams
+            )
+            # Wrap the stream to decrement open_event_streams on exhaustion.
+            stream = _CountedAsyncSseByteStream(script, self)
+            return httpx.Response(
+                200,
+                headers={"content-type": "text/event-stream"},
+                stream=stream,
+            )
+        if path.endswith("/state"):
+            self.state_request_count += 1
+            self.state_request_headers.append(dict(request.headers))
+            return httpx.Response(200, json=self.state)
+        return httpx.Response(404, json={"error": f"unexpected path: {path}"})