Merge branch 'main' into fix/delta-fork-abandoned-branch

A DeltaChannel that was never written on the branch being forked has no
value to snapshot and no entry in channel_versions, so create_checkpoint
skipped it and the fork's first checkpoint recorded no boundary at all.
The walk then ran past the fork into the shared base and collected the
abandoned branch's writes, the same failure this branch already fixes for
channels that do have a value.

Two shapes leaked. A run forking off a checkpoint older than the channel's
first value and never writing that channel returned ['in-1'] where the
plain-channel oracle returned []. A bulk update writing the delta key only
in its second superstep returned ['in-1', 's2'] against ['s2'].

No new blob type is needed. _DeltaSnapshot already carries the value and
is already serialized by every saver, and from_checkpoint turns MISSING
into typ(), so _DeltaSnapshot(typ()) reconstructs to the same empty value
the channel would have had. What was missing is a version: without one,
put drops the blob as not-a-new-version, so mint a first one.

Deferring the seal to a later superstep does not work. That superstep
reconstructs through the still-unsealed checkpoint and would only bake the
corrupted value into its own snapshot.

Checked that minting a version does not fire nodes that subscribe to the
channel: a raw Pregel node subscribed directly to the delta channel stays
silent across the fork.

Reported by the Open SWE review bot on #8548.

libs/checkpoint-conformance/langgraph/checkpoint/conformance/spec/test_delta_channel_history.py

@@ -6,12 +6,9 @@ import traceback
 from collections.abc import Callable
 from uuid import uuid4
 
-from langgraph.checkpoint.base import BaseCheckpointSaver, Checkpoint
-from langgraph.checkpoint.base.id import uuid6
-from langgraph.checkpoint.serde.types import _DeltaSnapshot
+from langgraph.checkpoint.base import BaseCheckpointSaver
 
 from langgraph.checkpoint.conformance.spec._delta_fixtures import build_delta_chain
-from langgraph.checkpoint.conformance.test_utils import generate_metadata
 
 
 async def test_history_returns_writes_oldest_first(
@@ -51,6 +48,8 @@ async def test_history_seed_is_nearest_snapshot(
     result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
     assert "seed" in result["ch"], "Expected seed from snapshot at step 3"
     seed = result["ch"]["seed"]
+    from langgraph.checkpoint.serde.types import _DeltaSnapshot
+
     actual_value = seed.value if isinstance(seed, _DeltaSnapshot) else seed
     assert actual_value == 3, f"Expected seed value 3 (step 3), got {actual_value}"
     writes = result["ch"]["writes"]
@@ -82,6 +81,11 @@ async def test_history_multi_channel(
     tid = str(uuid4())
     configs: list = []
     parent_cfg = None
+    from langgraph.checkpoint.base import Checkpoint
+    from langgraph.checkpoint.base.id import uuid6
+    from langgraph.checkpoint.serde.types import _DeltaSnapshot
+
+    from langgraph.checkpoint.conformance.test_utils import generate_metadata
 
     for step in range(5):
         config = {"configurable": {"thread_id": tid, "checkpoint_ns": ""}}
@@ -157,6 +161,11 @@ async def test_history_migration_plain_value_as_seed(
     channel_values[ch] (not a _DeltaSnapshot). The walk should treat it as the
     seed and terminate there.
     """
+    from langgraph.checkpoint.base import Checkpoint
+    from langgraph.checkpoint.base.id import uuid6
+
+    from langgraph.checkpoint.conformance.test_utils import generate_metadata
+
     tid = str(uuid4())
     configs: list = []
     parent_cfg = None
@@ -199,74 +208,6 @@ async def test_history_migration_plain_value_as_seed(
     assert values == [2], f"Expected [2], got {values}"
 
 
-async def test_history_seed_ancestor_own_writes_are_replayed(
-    saver: BaseCheckpointSaver,
-) -> None:
-    """Writes stored AT the seed ancestor must be included in `writes`.
-
-    A stored value is the state ENTERING its checkpoint; the writes stored
-    under that same checkpoint are what produced its child and are therefore
-    NOT subsumed by it. Only writes at ancestors OLDER than the seed are
-    subsumed, and the walk terminates before reaching them.
-
-    This holds for plain-value seeds (migration from a pre-delta channel type)
-    exactly as it does for `_DeltaSnapshot` seeds. Skipping the seed
-    ancestor's own writes silently drops the first post-migration write.
-    """
-    tid = str(uuid4())
-    configs: list = []
-    parent_cfg = None
-
-    # Each step's write is labelled by the role it plays, so the assertion
-    # below reads directly rather than by step index.
-    writes_by_step = {
-        0: "older-than-seed",  # subsumed by the value stored at step 1
-        1: "at-seed",  # the seed's own write, produced step 2
-        2: "after-seed",  # delta-era write on the path to the head
-        3: "pending-at-head",  # pending for the next step, never replayed
-    }
-    # Steps 0 and 1 store a plain value; 1 is the nearest, so it is the seed.
-    values_by_step = {0: [10], 1: [10, 20]}
-
-    for step in range(4):
-        config = {"configurable": {"thread_id": tid, "checkpoint_ns": ""}}
-        if parent_cfg:
-            config["configurable"]["checkpoint_id"] = parent_cfg["configurable"][
-                "checkpoint_id"
-            ]
-        cv: dict = {}
-        cvs: dict = {}
-        if step in values_by_step:
-            cv["ch"] = values_by_step[step]
-            cvs["ch"] = step + 1
-        cp = Checkpoint(
-            v=1,
-            id=str(uuid6(clock_seq=-1)),
-            ts="",
-            channel_values=cv,
-            channel_versions=cvs,
-            versions_seen={},
-            updated_channels=None,
-        )
-        parent_cfg = await saver.aput(config, cp, generate_metadata(step=step), cvs)
-        configs.append(parent_cfg)
-        await saver.aput_writes(
-            parent_cfg, [("ch", writes_by_step[step])], str(uuid4())
-        )
-
-    head = configs[-1]
-    result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
-
-    assert "seed" in result["ch"], "Expected seed from plain value at step 1"
-    assert result["ch"]["seed"] == [10, 20], (
-        f"Expected nearest plain value [10, 20], got {result['ch']['seed']}"
-    )
-    values = [w[2] for w in result["ch"]["writes"]]
-    assert values == ["at-seed", "after-seed"], (
-        f'Expected ["at-seed", "after-seed"], got {values}'
-    )
-
-
 ALL_DELTA_CHANNEL_HISTORY_TESTS = [
     test_history_returns_writes_oldest_first,
     test_history_seed_is_nearest_snapshot,
@@ -275,7 +216,6 @@ ALL_DELTA_CHANNEL_HISTORY_TESTS = [
     test_history_empty_channels_returns_empty,
     test_history_walk_to_root_no_seed,
     test_history_migration_plain_value_as_seed,
-    test_history_seed_ancestor_own_writes_are_replayed,
 ]
 
 

libs/checkpoint-conformance/uv.lock

@@ -279,7 +279,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.1.1"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },

libs/checkpoint-postgres/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.2"
+version = "3.1.1"
 description = "Library with a Postgres implementation of LangGraph checkpoint saver."
 authors = []
 requires-python = ">=3.10"

libs/checkpoint-postgres/uv.lock

@@ -276,7 +276,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.1.1"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },
@@ -351,7 +351,7 @@ test = [
 
 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.2"
+version = "3.1.1"
 source = { editable = "." }
 dependencies = [
     { name = "langgraph-checkpoint" },

libs/checkpoint-sqlite/uv.lock

@@ -285,7 +285,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.1.1"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },

libs/checkpoint/langgraph/checkpoint/memory/__init__.py

@@ -148,16 +148,17 @@ class InMemorySaver(
         whose stored blob is non-empty. Other channels keep walking until
         they find their own terminator or hit the root.
 
-        A blob is the value AT its ancestor, prior to the writes stored
-        under that same ancestor (those writes produce its child, which
-        is on the path to the target). This holds for `_DeltaSnapshot`
-        blobs and for pre-delta plain values alike, so the seed
-        ancestor's own writes are always collected. Writes at ancestors
-        older than the seed are subsumed by the seed value and are never
-        reached — the walk terminates there.
+        Pre-delta plain-value blobs subsume their ancestor's pending
+        writes (the value already includes them); `_DeltaSnapshot` blobs
+        do not (snapshot is the value AT that ancestor, prior to its own
+        pending writes that produce the child).
         """
         if not channels:
             return {}
+        # Imported lazily to avoid a hard checkpoint→serde-types coupling at
+        # module import; only this override needs the runtime check.
+        from langgraph.checkpoint.serde.types import _DeltaSnapshot
+
         thread_id = config["configurable"]["thread_id"]
         checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
         checkpoint_id = config["configurable"].get("checkpoint_id", "")
@@ -204,6 +205,11 @@ class InMemorySaver(
             ):
                 if ch not in remaining:
                     continue
+                blob_value = blob_value_by_ch.get(ch)
+                if blob_value is not None and not isinstance(
+                    blob_value, _DeltaSnapshot
+                ):
+                    continue
                 collected_by_ch[ch].append(
                     (tid, ch, self.serde.loads_typed(serialized))
                 )

libs/checkpoint/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.1.1"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 authors = []
 requires-python = ">=3.10"

libs/checkpoint/tests/test_memory.py

@@ -577,19 +577,9 @@ class TestPreDeltaBlobTerminator:
     """
 
     def _build_mixed_thread(self) -> tuple[InMemorySaver, str, str, str, str]:
-        """Four-checkpoint chain spanning the migration boundary:
-
-        * `cp0` — pre-delta ancestor OLDER than the seed. Its write
-          (`OLDER-WRITE`) is already folded into `cp1`'s stored value, so the
-          walk must terminate at `cp1` and never reach it.
-        * `cp1` — pre-delta, blob `["A"]`. That value is the state ENTERING
-          `cp1`; the write stored under `cp1` (`PRE-DELTA-WRITE`) is what
-          produced `cp2` and is NOT subsumed by the blob.
-        * `cp2` — delta-era, no stored value, write `B`.
-        * `cp3` — target, delta-era, write `PENDING-AT-TARGET`.
-
-        Reconstructing at `cp3` must yield seed `["A"]` plus writes
-        `["PRE-DELTA-WRITE", "B"]`.
+        """Three-checkpoint chain: cp1 (pre-delta, blob=[A]), cp2 (delta,
+        write=B), cp3 (delta, write=C). Reconstructing at cp3 must yield
+        seed=[A] + writes=[B, C].
 
         Returns `(saver, thread_id, ns, channel, cp3_id)`.
         """
@@ -597,21 +587,16 @@ class TestPreDeltaBlobTerminator:
         serde = JsonPlusSerializer()
         thread_id, ns, channel = "t1", "", "messages"
 
-        v0 = "00000000000000000000000000000000.0"
         v1 = "00000000000000000000000000000001.0"
         v2 = "00000000000000000000000000000002.0"
         v3 = "00000000000000000000000000000003.0"
 
-        # Pre-delta: cp0 and cp1 stored real blobs for the channel.
-        saver.blobs[(thread_id, ns, channel, v0)] = serde.dumps_typed([])
+        # Pre-delta: cp1 stored a real blob for the channel.
         saver.blobs[(thread_id, ns, channel, v1)] = serde.dumps_typed(["A"])
         # Delta-era: cp2 and cp3 store "empty"; real writes in checkpoint_writes.
         saver.blobs[(thread_id, ns, channel, v2)] = ("empty", b"")
         saver.blobs[(thread_id, ns, channel, v3)] = ("empty", b"")
 
-        cp0 = empty_checkpoint()
-        cp0["id"] = "cp0"
-        cp0["channel_versions"][channel] = v0
         cp1 = empty_checkpoint()
         cp1["id"] = "cp1"
         cp1["channel_versions"][channel] = v1
@@ -623,24 +608,16 @@ class TestPreDeltaBlobTerminator:
         cp3["channel_versions"][channel] = v3
 
         saver.storage[thread_id][ns] = {
-            "cp0": (serde.dumps_typed(cp0), serde.dumps_typed({}), None),
-            "cp1": (serde.dumps_typed(cp1), serde.dumps_typed({}), "cp0"),
+            "cp1": (serde.dumps_typed(cp1), serde.dumps_typed({}), None),
             "cp2": (serde.dumps_typed(cp2), serde.dumps_typed({}), "cp1"),
             "cp3": (serde.dumps_typed(cp3), serde.dumps_typed({}), "cp2"),
         }
-        # Write under cp0 is older than the seed — cp1's blob already folded
-        # it in, and the terminator must stop before reaching it.
-        saver.writes[(thread_id, ns, "cp0")][("task0", 0)] = (
+        # Write under cp1 would be from the pre-delta era and MUST be ignored
+        # (the blob already captures it). We add one and assert it is not
+        # folded into the reconstructed result.
+        saver.writes[(thread_id, ns, "cp1")][("task0", 0)] = (
             "task0",
             channel,
-            serde.dumps_typed("OLDER-WRITE"),
-            "",
-        )
-        # Write under cp1 postdates cp1's blob (it is what produced cp2, which
-        # stores no value of its own) and MUST be replayed.
-        saver.writes[(thread_id, ns, "cp1")][("task1", 0)] = (
-            "task1",
-            channel,
             serde.dumps_typed("PRE-DELTA-WRITE"),
             "",
         )
@@ -674,19 +651,15 @@ class TestPreDeltaBlobTerminator:
 
         # Seed came from the pre-delta blob at cp1.
         assert result["seed"] == ["A"]
-        # The seed ancestor's own write and the delta-era write from cp2 both
-        # replay through the reducer on top of the seed, oldest first. cp3 is
-        # the target — its own write is pending for the NEXT step and must be
-        # excluded.
+        # Delta-era writes from cp2 replay through the reducer on top of seed.
+        # cp3 is the target — its own write is pending for the NEXT step and
+        # must be excluded.
         values = [v for _, _, v in result["writes"]]
-        assert values == ["PRE-DELTA-WRITE", "B"]
+        assert values == ["B"]
 
-    def test_seed_bounds_walk_without_dropping_its_own_writes(self) -> None:
-        """The seed terminator bounds the walk: writes at ancestors OLDER than
-        the seed are already folded into the seed value and must not be
-        replayed. The seed ancestor's own write is not one of them — it
-        postdates the stored value and produced the next checkpoint.
-        """
+    def test_pre_delta_blob_terminates_walk_before_older_writes(self) -> None:
+        """Writes stored at the pre-delta ancestor itself must not be replayed
+        (the blob subsumes them)."""
         saver, thread_id, ns, channel, target = self._build_mixed_thread()
         config: RunnableConfig = {
             "configurable": {
@@ -701,9 +674,7 @@ class TestPreDeltaBlobTerminator:
         ]
 
         values = [v for _, _, v in result["writes"]]
-        # Older than the seed — subsumed by cp1's blob, so the walk stops first.
-        assert "OLDER-WRITE" not in values
-        # Stored AT the seed ancestor — not subsumed, so it must be replayed.
-        assert "PRE-DELTA-WRITE" in values
+        # The pre-delta write under cp1 must not appear (the blob subsumes it).
+        assert "PRE-DELTA-WRITE" not in values
         # And the pending write at the target is never folded in.
         assert "PENDING-AT-TARGET" not in values

libs/checkpoint/uv.lock

@@ -300,7 +300,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.1.1"
 source = { editable = "." }
 dependencies = [
     { name = "langchain-core" },

libs/cli/langgraph_cli/config.py

@@ -1162,47 +1162,7 @@ def _build_runtime_env_vars(config: Config) -> list[str]:
     return env_vars
 
 
-# npm runs all of these as part of an install, before the source would be copied.
-_NODE_INSTALL_HOOKS = (
-    "preinstall",
-    "install",
-    "postinstall",
-    "prepublish",
-    "preprepare",
-    "prepare",
-    "postprepare",
-)
-
-
-def _splittable_node_manifests(
-    project_dir: pathlib.Path, lockfile: str | None
-) -> list[str] | None:
-    """Return manifests to copy before installing, or None if unsafe to split.
-
-    A lockfile is required: without one the install resolves versions at build
-    time, so a cached layer could pin an older resolution than a clean build.
-    """
-    if lockfile is None:
-        return None
-    manifest = project_dir / "package.json"
-    try:
-        if not manifest.is_file():
-            return None
-        with open(manifest) as f:
-            package_json = json.load(f)
-    except (OSError, ValueError):
-        return None
-    if not isinstance(package_json, dict):
-        return None
-    scripts = package_json.get("scripts") or {}
-    if any(hook in scripts for hook in _NODE_INSTALL_HOOKS):
-        return None
-    return ["package.json", lockfile]
-
-
-def _get_node_pm_install_cmd(project_dir: pathlib.Path) -> tuple[str, str | None]:
-    """Return the install command and the lockfile it was chosen from."""
-
+def _get_node_pm_install_cmd(project_dir: pathlib.Path) -> str:
     def test_file(file_name):
         full_path = project_dir / file_name
         try:
@@ -1241,19 +1201,13 @@ def _get_node_pm_install_cmd(project_dir: pathlib.Path) -> tuple[str, str | None
 
     if yarn:
         install_cmd = "yarn install --frozen-lockfile"
-        lockfile = "yarn.lock"
     elif pnpm:
         install_cmd = "pnpm i --frozen-lockfile"
-        lockfile = "pnpm-lock.yaml"
     elif npm:
         install_cmd = "npm ci"
-        lockfile = "package-lock.json"
     elif bun:
         install_cmd = "bun i"
-        lockfile = "bun.lockb"
     else:
-        # No lockfile, so the install resolves versions at build time.
-        lockfile = None
         pkg_manager_name = get_pkg_manager_name()
 
         if pkg_manager_name == "yarn":
@@ -1265,7 +1219,7 @@ def _get_node_pm_install_cmd(project_dir: pathlib.Path) -> tuple[str, str | None
         else:
             install_cmd = "npm i"
 
-    return install_cmd, lockfile
+    return install_cmd
 
 
 semver_pattern = re.compile(r":(\d+(?:\.\d+)?(?:\.\d+)?)(?:-|$)")
@@ -1469,7 +1423,7 @@ ADD {relpath} /deps/{name}
                 "# -- Installing JS dependencies --",
                 f"ENV NODE_VERSION={config.get('node_version') or DEFAULT_NODE_VERSION}",
                 f"WORKDIR {local_deps.working_dir}",
-                f"RUN {_get_node_pm_install_cmd(config_path.parent)[0]} && tsx /api/langgraph_api/js/build.mts",
+                f"RUN {_get_node_pm_install_cmd(config_path.parent)} && tsx /api/langgraph_api/js/build.mts",
                 "# -- End of JS dependencies install --",
             ]
         )
@@ -1538,9 +1492,7 @@ def node_config_to_docker(
     install_root = (
         pathlib.Path(build_context).resolve() if build_context else config_path.parent
     )
-    detected_cmd, detected_lockfile = _get_node_pm_install_cmd(install_root)
-    install_cmd = install_command or detected_cmd
-    relative_workdir = ""
+    install_cmd = install_command or _get_node_pm_install_cmd(install_root)
     if build_context:
         relative_workdir = _calculate_relative_workdir(config_path, build_context)
         container_name = pathlib.Path(build_context).name
@@ -1578,41 +1530,16 @@ def node_config_to_docker(
     else:
         build_workdir = faux_path
 
-    source_root = faux_path if not build_context else container_root
-
-    # Excluded: a custom install command may read files we have not copied yet,
-    # and a nested config means workspace manifests the root copy would miss.
-    manifests = (
-        _splittable_node_manifests(install_root, detected_lockfile)
-        if install_command is None and not relative_workdir
-        else None
-    )
-
-    if manifests:
-        add_steps = [
-            *(f"ADD {name} {source_root}/{name}" for name in manifests),
-            "",
-            f"WORKDIR {install_workdir}",
-            "",
-            install_step,
-            "",
-            f"ADD . {source_root}",
-        ]
-    else:
-        add_steps = [
-            f"ADD . {source_root}",
-            "",
-            f"WORKDIR {install_workdir}",
-            "",
-            install_step,
-        ]
-
     docker_file_contents = [
         f"FROM {image_str}",
         "",
         os.linesep.join(config["dockerfile_lines"]),
         "",
-        *add_steps,
+        f"ADD . {faux_path if not build_context else container_root}",
+        "",
+        f"WORKDIR {install_workdir}",
+        "",
+        install_step,
         "",
         os.linesep.join(env_vars),
         "",

libs/cli/langgraph_cli/uv_lock.py

@@ -1019,7 +1019,7 @@ def python_config_to_docker_uv_lock(
         docker_plan.add_instruction("WORKDIR", plan.working_dir)
         docker_plan.add_instruction(
             "RUN",
-            f"{_get_node_pm_install_cmd(plan.target_root)[0]} && "
+            f"{_get_node_pm_install_cmd(plan.target_root)} && "
             "tsx /api/langgraph_api/js/build.mts",
         )
         docker_plan.add_raw("# -- End of JS dependencies install --")

libs/cli/tests/unit_tests/test_config.py

@@ -3424,143 +3424,3 @@ class TestHasDisallowedBuildCommandContent:
     )
     def test_valid_commands_allowed(self, cmd: str) -> None:
         assert not has_disallowed_build_command_content(cmd)
-
-
-class TestNodeDependencyLayerOrdering:
-    """Dependency manifests are copied before source so the install layer caches.
-
-    Without this the first source change invalidates the install, and a JS
-    deployment reinstalls every dependency on every push.
-    """
-
-    def _project(
-        self,
-        tmp_path: pathlib.Path,
-        *,
-        lockfile: str | None,
-        scripts: dict[str, str] | None = None,
-    ) -> pathlib.Path:
-        package_json: dict = {"name": "agent"}
-        if scripts:
-            package_json["scripts"] = scripts
-        (tmp_path / "package.json").write_text(json.dumps(package_json))
-        if lockfile:
-            (tmp_path / lockfile).write_text("")
-        (tmp_path / "graphs").mkdir()
-        (tmp_path / "graphs" / "agent.js").write_text("")
-        config_path = tmp_path / "langgraph.json"
-        config_path.write_text("{}")
-        return config_path
-
-    def _dockerfile(self, config_path: pathlib.Path, **kwargs) -> str:
-        actual, _ = config_to_docker(
-            config_path,
-            validate_config(
-                {"node_version": "20", "graphs": {"agent": "./graphs/agent.js:graph"}}
-            ),
-            base_image="langchain/langgraphjs-api",
-            **kwargs,
-        )
-        return clean_empty_lines(actual)
-
-    def test_manifests_copied_before_install(self, tmp_path: pathlib.Path) -> None:
-        config_path = self._project(tmp_path, lockfile="package-lock.json")
-        lines = self._dockerfile(config_path).splitlines()
-
-        add_manifest = lines.index(
-            f"ADD package.json /deps/{tmp_path.name}/package.json"
-        )
-        add_lock = lines.index(
-            f"ADD package-lock.json /deps/{tmp_path.name}/package-lock.json"
-        )
-        install = lines.index("RUN npm ci")
-        add_source = lines.index(f"ADD . /deps/{tmp_path.name}")
-
-        assert add_manifest < install
-        assert add_lock < install
-        assert install < add_source
-
-    def test_lockfile_choice_follows_package_manager(
-        self, tmp_path: pathlib.Path
-    ) -> None:
-        config_path = self._project(tmp_path, lockfile="pnpm-lock.yaml")
-        dockerfile = self._dockerfile(config_path)
-
-        assert f"ADD pnpm-lock.yaml /deps/{tmp_path.name}/pnpm-lock.yaml" in dockerfile
-        assert "package-lock.json" not in dockerfile
-
-    def test_no_lockfile_keeps_source_first(self, tmp_path: pathlib.Path) -> None:
-        # No lockfile means the install resolves at build time, so caching it is wrong.
-        config_path = self._project(tmp_path, lockfile=None)
-        lines = self._dockerfile(config_path).splitlines()
-
-        assert lines.index(f"ADD . /deps/{tmp_path.name}") < lines.index("RUN npm i")
-        assert not any(line.startswith("ADD package.json") for line in lines)
-
-    def test_nested_config_keeps_source_first(self, tmp_path: pathlib.Path) -> None:
-        # A workspace keeps manifests in subdirectories the root copy would miss.
-        root = tmp_path / "repo"
-        root.mkdir()
-        (root / "package.json").write_text(json.dumps({"name": "root"}))
-        (root / "package-lock.json").write_text("")
-        pkg = root / "packages" / "agent"
-        pkg.mkdir(parents=True)
-        (pkg / "graphs").mkdir()
-        (pkg / "graphs" / "agent.js").write_text("")
-        config_path = pkg / "langgraph.json"
-        config_path.write_text("{}")
-
-        lines = self._dockerfile(config_path, build_context=str(root)).splitlines()
-
-        assert lines.index("ADD . /deps/repo") < lines.index("RUN npm ci")
-        assert not any(line.startswith("ADD package.json") for line in lines)
-
-    def test_custom_install_command_keeps_source_first(
-        self, tmp_path: pathlib.Path
-    ) -> None:
-        # A custom command may read files the manifest copy would not include.
-        config_path = self._project(tmp_path, lockfile="package-lock.json")
-        lines = self._dockerfile(
-            config_path,
-            install_command="npm run bootstrap",
-            build_context=str(tmp_path),
-        ).splitlines()
-
-        assert lines.index(f"ADD . /deps/{tmp_path.name}") < lines.index(
-            "RUN npm run bootstrap"
-        )
-
-    @pytest.mark.parametrize(
-        "hook",
-        [
-            "preinstall",
-            "install",
-            "postinstall",
-            "prepublish",
-            "preprepare",
-            "prepare",
-            "postprepare",
-        ],
-    )
-    def test_install_hook_keeps_source_first(
-        self, tmp_path: pathlib.Path, hook: str
-    ) -> None:
-        # A hook referencing a project file would hit ENOENT: source is not copied yet.
-        config_path = self._project(
-            tmp_path,
-            lockfile="package-lock.json",
-            scripts={hook: "node scripts/setup.js"},
-        )
-        lines = self._dockerfile(config_path).splitlines()
-
-        assert lines.index(f"ADD . /deps/{tmp_path.name}") < lines.index("RUN npm ci")
-        assert not any(line.startswith("ADD package.json") for line in lines)
-
-    def test_only_the_chosen_lockfile_is_copied(self, tmp_path: pathlib.Path) -> None:
-        # Install picks yarn, so copying the npm lockfile would bust the cache for nothing.
-        config_path = self._project(tmp_path, lockfile="yarn.lock")
-        (tmp_path / "package-lock.json").write_text("")
-        dockerfile = self._dockerfile(config_path)
-
-        assert f"ADD yarn.lock /deps/{tmp_path.name}/yarn.lock" in dockerfile
-        assert "ADD package-lock.json" not in dockerfile

libs/langgraph/langgraph/_internal/_runnable.py

@@ -3,7 +3,6 @@ from __future__ import annotations
 import asyncio
 import enum
 import inspect
-import logging
 import sys
 import warnings
 from collections.abc import (
@@ -64,26 +63,6 @@ try:
 except ImportError:
     _StreamingCallbackHandler = None  # type: ignore
 
-logger = logging.getLogger(__name__)
-
-
-def _trace_payload(value: Any, transform: Callable[[Any], Any] | None) -> Any:
-    """Return the payload to record on a run for `value`.
-
-    When `transform` is unset this is a passthrough, so unspecified nodes record exactly
-    as before. When set it always runs (regardless of tracing), but never affects
-    execution: if it raises, the untransformed value is recorded instead.
-    """
-    if transform is None:
-        return value
-    try:
-        return transform(value)
-    except Exception:
-        logger.exception(
-            "trace input/output processor raised; recording untransformed payload"
-        )
-        return value
-
 
 def _set_config_context(
     config: RunnableConfig, run: Any = None
@@ -593,7 +572,6 @@ class RunnableSeq(Runnable):
         *steps: RunnableLike,
         name: str | None = None,
         trace_inputs: Callable[[Any], Any] | None = None,
-        trace_outputs: Callable[[Any], Any] | None = None,
     ) -> None:
         """Create a new RunnableSeq.
 
@@ -619,7 +597,6 @@ class RunnableSeq(Runnable):
         self.steps = steps_flat
         self.name = name
         self.trace_inputs = trace_inputs
-        self.trace_outputs = trace_outputs
 
     def __or__(
         self,
@@ -681,7 +658,7 @@ class RunnableSeq(Runnable):
         # start the root run
         run_manager = callback_manager.on_chain_start(
             None,
-            _trace_payload(input, self.trace_inputs),
+            self.trace_inputs(input) if self.trace_inputs is not None else input,
             name=config.get("run_name") or self.get_name(),
             run_id=config.pop("run_id", None),
         )
@@ -712,7 +689,7 @@ class RunnableSeq(Runnable):
             run_manager.on_chain_error(e)
             raise
         else:
-            run_manager.on_chain_end(_trace_payload(input, self.trace_outputs))
+            run_manager.on_chain_end(input)
             return input
 
     async def ainvoke(
@@ -728,7 +705,7 @@ class RunnableSeq(Runnable):
         # start the root run
         run_manager = await callback_manager.on_chain_start(
             None,
-            _trace_payload(input, self.trace_inputs),
+            self.trace_inputs(input) if self.trace_inputs is not None else input,
             name=config.get("run_name") or self.get_name(),
             run_id=config.pop("run_id", None),
         )
@@ -765,7 +742,7 @@ class RunnableSeq(Runnable):
             await run_manager.on_chain_error(e)
             raise
         else:
-            await run_manager.on_chain_end(_trace_payload(input, self.trace_outputs))
+            await run_manager.on_chain_end(input)
             return input
 
     def stream(
@@ -781,7 +758,7 @@ class RunnableSeq(Runnable):
         # start the root run
         run_manager = callback_manager.on_chain_start(
             None,
-            _trace_payload(input, self.trace_inputs),
+            self.trace_inputs(input) if self.trace_inputs is not None else input,
             name=config.get("run_name") or self.get_name(),
             run_id=config.pop("run_id", None),
         )
@@ -826,7 +803,7 @@ class RunnableSeq(Runnable):
                 run_manager.on_chain_error(e)
                 raise
             else:
-                run_manager.on_chain_end(_trace_payload(output, self.trace_outputs))
+                run_manager.on_chain_end(output)
 
     async def astream(
         self,
@@ -841,7 +818,7 @@ class RunnableSeq(Runnable):
         # start the root run
         run_manager = await callback_manager.on_chain_start(
             None,
-            _trace_payload(input, self.trace_inputs),
+            self.trace_inputs(input) if self.trace_inputs is not None else input,
             name=config.get("run_name") or self.get_name(),
             run_id=config.pop("run_id", None),
         )
@@ -896,9 +873,7 @@ class RunnableSeq(Runnable):
                     await run_manager.on_chain_error(e)
                     raise
                 else:
-                    await run_manager.on_chain_end(
-                        _trace_payload(output, self.trace_outputs)
-                    )
+                    await run_manager.on_chain_end(output)
         else:
             try:
                 async with AsyncExitStack() as stack:
@@ -928,9 +903,7 @@ class RunnableSeq(Runnable):
                 await run_manager.on_chain_error(e)
                 raise
             else:
-                await run_manager.on_chain_end(
-                    _trace_payload(output, self.trace_outputs)
-                )
+                await run_manager.on_chain_end(output)
 
 
 def _consume_iter(it: Iterator[Any]) -> Any:

libs/langgraph/langgraph/graph/_node.py

@@ -9,13 +9,7 @@ from langgraph.store.base import BaseStore
 
 from langgraph._internal._typing import EMPTY_SEQ
 from langgraph.runtime import Runtime
-from langgraph.types import (
-    CachePolicy,
-    RetryPolicy,
-    StreamWriter,
-    TimeoutPolicy,
-    TracePolicy,
-)
+from langgraph.types import CachePolicy, RetryPolicy, StreamWriter, TimeoutPolicy
 from langgraph.typing import ContextT, NodeInputT, NodeInputT_contra
 
 
@@ -99,5 +93,3 @@ class StateNodeSpec(Generic[NodeInputT, ContextT]):
     ends: tuple[str, ...] | dict[str, str] | None = EMPTY_SEQ
     defer: bool = False
     timeout: TimeoutPolicy | None = None
-    trace_policy: TracePolicy | None = None
-    """Optional policy controlling what this node records on its trace run."""

libs/langgraph/langgraph/graph/state.py

@@ -85,7 +85,6 @@ from langgraph.types import (
     RetryPolicy,
     Send,
     TimeoutPolicy,
-    TracePolicy,
     ensure_valid_checkpointer,
 )
 from langgraph.typing import ContextT, InputT, NodeInputT, OutputT, StateT
@@ -385,7 +384,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`, input schema is inferred as the state schema.
@@ -455,7 +453,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph` where input schema is specified.
@@ -530,7 +527,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`, input schema is inferred as the state schema.
@@ -600,7 +596,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`, input schema is specified.
@@ -677,7 +672,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
         error_handler: StateNode[Any, ContextT] | None = None,
         destinations: dict[str, str] | tuple[str, ...] | None = None,
         timeout: float | timedelta | TimeoutPolicy | None = None,
-        trace_policy: TracePolicy | None = None,
         **kwargs: Unpack[DeprecatedKwargs],
     ) -> Self:
         """Add a new node to the `StateGraph`.
@@ -697,10 +691,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 If a sequence is provided, the first matching policy will be applied.
             cache_policy: The cache policy for the node.
             error_handler: Optional node-level error handler callable for this node.
-            trace_policy: Optional policy controlling how this node's run is traced. Its
-                `process_inputs` callable transforms the node's input before it is
-                recorded (e.g. to omit or summarize large message history) without
-                changing the value passed to the node. Does not affect execution.
             destinations: Destinations that indicate where a node can route to.
 
                 Useful for edgeless graphs with nodes that return `Command` objects.
@@ -890,7 +880,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 ends=ends,
                 defer=defer,
                 timeout=timeout,
-                trace_policy=trace_policy,
             )
         elif inferred_input_schema is not None:
             self.nodes[node] = StateNodeSpec(
@@ -903,7 +892,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 ends=ends,
                 defer=defer,
                 timeout=timeout,
-                trace_policy=trace_policy,
             )
         else:
             self.nodes[node] = StateNodeSpec[StateT, ContextT](
@@ -916,7 +904,6 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                 ends=ends,
                 defer=defer,
                 timeout=timeout,
-                trace_policy=trace_policy,
             )
 
         input_schema = input_schema or inferred_input_schema
@@ -1543,7 +1530,6 @@ class CompiledStateGraph(
                 error_handler_node=node.error_handler_node,
                 bound=node.runnable,  # type: ignore[arg-type]
                 timeout=node.timeout,
-                trace_policy=node.trace_policy,
             )
         else:
             raise RuntimeError

libs/langgraph/langgraph/pregel/_checkpoint.py

@@ -80,12 +80,20 @@ def get_updated_channels_from_tasks(
 
 def get_delta_channels_from_all_channels(
     channels: Mapping[str, BaseChannel],
+    *,
+    include_unavailable: bool = False,
 ) -> set[str]:
-    """DeltaChannels to snapshot on the first update_state of a fresh thread."""
+    """Every available DeltaChannel.
+
+    The set to snapshot whenever no ancestor walk can reconstruct these
+    channels: the first update_state of a fresh thread (no ancestors at all),
+    and the first checkpoint of a fork (whose base also holds the writes of the
+    branch the fork abandons).
+    """
     return {
         k
         for k, ch in channels.items()
-        if isinstance(ch, DeltaChannel) and ch.is_available()
+        if isinstance(ch, DeltaChannel) and (include_unavailable or ch.is_available())
     }
 
 
@@ -122,15 +130,27 @@ def create_checkpoint_plan_for_update_state_api(
     parents: dict[str, Any],
     saved_metadata: Mapping[str, Any] | None,
     is_fresh_thread: bool,
+    is_fork: bool,
 ) -> tuple[set[str], dict[str, Any]]:
-    """Return ``(channels_to_snapshot, metadata)`` for an update_state head."""
+    """Return ``(channels_to_snapshot, metadata)`` for an update_state head.
+
+    ``is_fork`` (the update was addressed at an explicit checkpoint) forces a
+    full snapshot for the same reason ``is_fresh_thread`` does: the ancestor
+    walk cannot reconstruct this head. The base a fork branches off keeps the
+    pending writes of the branch being abandoned, and nothing records which
+    child consumed which write, so the walk would replay them here too.
+    Snapshotting terminates the walk at this checkpoint. Every delta channel
+    snapshots, so no counters carry over.
+    """
     metadata: dict[str, Any] = {
         "source": "update",
         "step": step,
         "parents": parents,
     }
-    if is_fresh_thread:
-        return get_delta_channels_from_all_channels(channels), metadata
+    if is_fresh_thread or is_fork:
+        return get_delta_channels_from_all_channels(
+            channels, include_unavailable=is_fork
+        ), metadata
 
     new_counters = create_metadata_for_update_state_api(
         channels,
@@ -146,6 +166,43 @@ def create_checkpoint_plan_for_update_state_api(
     return channels_to_snapshot, metadata
 
 
+def create_fork_checkpoint(
+    checkpoint: Checkpoint,
+    channels: Mapping[str, BaseChannel],
+    step: int,
+    *,
+    is_fork: bool,
+    get_next_version: GetNextVersion,
+) -> Checkpoint:
+    """``create_checkpoint`` for an update_state path that bypasses the plan.
+
+    The ``as_node`` INPUT and END paths write the fork's first checkpoint and
+    return before ``create_checkpoint_plan_for_update_state_api`` runs. Left
+    without a snapshot that checkpoint does not seal the fork, and the next
+    superstep reconstructs its delta channels by walking through the shared
+    base, picking up the abandoned branch's writes and then baking them into
+    whatever it snapshots. Sealing has to happen on the fork's *first*
+    checkpoint, which is this one.
+
+    ``get_next_version`` is required for the same reason exit mode needs it:
+    these paths apply writes to the input channel, not to the delta channel,
+    so nothing bumps the delta channel's version and ``put`` would drop the
+    blob as not-a-new-version. Callers must derive ``new_versions`` from the
+    returned checkpoint rather than the one they passed in.
+    """
+    if not is_fork:
+        return create_checkpoint(checkpoint, channels, step)
+    return create_checkpoint(
+        checkpoint,
+        channels,
+        step,
+        get_next_version=get_next_version,
+        channels_to_snapshot=get_delta_channels_from_all_channels(
+            channels, include_unavailable=True
+        ),
+    )
+
+
 def create_checkpoint(
     checkpoint: Checkpoint,
     channels: Mapping[str, BaseChannel] | None,
@@ -174,14 +231,27 @@ def create_checkpoint(
         values = {}
         channel_versions = dict(checkpoint["channel_versions"])
         for k in channels:
-            if k not in channel_versions:
-                continue
             ch = channels[k]
+            if k not in channel_versions:
+                # Nothing was ever written to this channel on this branch, so
+                # it has no version and `put` would drop any blob stored for
+                # it. A *forced* snapshot still has to land: it is the only
+                # thing that stops the ancestor walk running past this
+                # checkpoint into a fork base that holds another branch's
+                # writes. Mint a first version so the blob survives.
+                if k in channels_to_snapshot and get_next_version is not None:
+                    channel_versions[k] = get_next_version(None, None)
+                    values[k] = _DeltaSnapshot(
+                        ch.get() if ch.is_available() else ch.typ()
+                    )
+                continue
             if k in channels_to_snapshot:
                 # Callers force a full snapshot blob here: exit mode when a
-                # delta channel reaches its snapshot cadence, and update_state
-                # on a fresh thread (no ancestor to replay writes from). The
-                # manual version-bump below only applies to the exit-mode case.
+                # delta channel reaches its snapshot cadence, update_state on
+                # a fresh thread (no ancestor to replay writes from), and a
+                # fork (whose base also holds the abandoned branch's writes).
+                # The manual version-bump below only applies to the exit-mode
+                # case.
                 #
                 # In exit mode, the snapshot decision is deferred to exit
                 # time (intermediate steps have do_checkpoint=False). The

libs/langgraph/langgraph/pregel/_loop.py

@@ -222,10 +222,32 @@ class PregelLoop:
     # under the saver's `ORDER BY task_id, idx` sorting.
     _exit_delta_writes: list[tuple[int, str, str, Any]] | None = None
 
-    # Delta channels that saw an Overwrite since the last checkpoint. These
-    # channels must snapshot after live update applies overwrite semantics so
-    # sparse replay starts from the same post-overwrite value.
-    _delta_channels_with_overwrite: set[str]
+    # Delta channels that must snapshot at the next checkpoint, whatever their
+    # cadence counters say. Two sources:
+    # * an Overwrite arrived since the last checkpoint, so the snapshot has to
+    #   happen after live update applied overwrite semantics and sparse replay
+    #   starts from the same post-overwrite value;
+    # * this run forked off an explicitly addressed checkpoint, see
+    #   `_delta_channels_awaiting_fork_snapshot`.
+    _delta_channels_forced_snapshot: set[str]
+
+    # Delta channels still owed a fork snapshot, when this run was launched
+    # against an explicitly addressed checkpoint (time travel / fork). That
+    # base keeps the pending writes of the branch the fork abandons, and
+    # nothing records which child consumed which write, so the ancestor walk
+    # would replay them into this branch too. Snapshotting terminates the walk
+    # inside the fork instead of at the shared base. Names drop out once the
+    # blob has landed; a channel with no value yet has nothing to snapshot, so
+    # it waits for the superstep that gives it one.
+    #
+    # The trigger is deliberately coarse: any addressed checkpoint, not only
+    # one that turns out to have abandoned writes on it. Which writes belong to
+    # which child is exactly what is not recorded, so a narrower test would
+    # have to trust the base's `pending_writes` to be complete, and a saver
+    # that leaves them out would silently go back to leaking. Snapshotting when
+    # it was not needed costs one blob per addressed run; not snapshotting when
+    # it was needed is silent corruption.
+    _delta_channels_awaiting_fork_snapshot: set[str]
 
     # The checkpoint_config that points at the parent loaded at `__enter__`
     # (or the synthetic-empty checkpoint, on first run). We capture it
@@ -369,6 +391,16 @@ class PregelLoop:
             if self.config[CONF].get(CONFIG_KEY_CHECKPOINT_NS)
             else ()
         )
+        # Checks the value, not just key presence like `is_replaying` above:
+        # subgraph task configs always carry an explicit `None` here, and only
+        # a real id means the caller addressed one specific checkpoint. Read
+        # off `checkpoint_config` so subgraphs resolved through a checkpoint
+        # map during time travel are covered too, matching `__enter__`.
+        self._delta_channels_awaiting_fork_snapshot = (
+            {k for k, spec in specs.items() if isinstance(spec, DeltaChannel)}
+            if self.checkpoint_config[CONF].get(CONFIG_KEY_CHECKPOINT_ID)
+            else set()
+        )
         self.prev_checkpoint_config = None
         runtime = self.config[CONF].get(CONFIG_KEY_RUNTIME)
         self.control = runtime.control if isinstance(runtime, Runtime) else None
@@ -683,7 +715,7 @@ class PregelLoop:
     def after_tick(self) -> None:
         # finish superstep
         writes = [w for t in self.tasks.values() for w in t.writes]
-        self._delta_channels_with_overwrite.update(
+        self._delta_channels_forced_snapshot.update(
             ch
             for ch, v in writes
             if isinstance(self.specs.get(ch), DeltaChannel) and _get_overwrite(v)[0]
@@ -991,7 +1023,7 @@ class PregelLoop:
                 manager=None,
                 updated_channels=updated_channels,
             )
-            self._delta_channels_with_overwrite.update(
+            self._delta_channels_forced_snapshot.update(
                 c
                 for c, v in input_writes
                 if isinstance(self.specs.get(c), DeltaChannel) and _get_overwrite(v)[0]
@@ -1133,10 +1165,21 @@ class PregelLoop:
         do_checkpoint = self._checkpointer_put_after_previous is not None and (
             exiting or self.durability != "exit"
         )
+        # Fork: make this checkpoint self-contained, so the ancestor walk stops
+        # inside the fork instead of reaching the base this run forked off and
+        # collecting the abandoned branch's writes from it. Resolved here
+        # rather than in `_first` so channels that only got a value this
+        # superstep are covered too.
+        if self._delta_channels_awaiting_fork_snapshot:
+            self._delta_channels_forced_snapshot.update(
+                k
+                for k in self._delta_channels_awaiting_fork_snapshot
+                if k in self.channels
+            )
         # create new checkpoint
         channels_to_snapshot = (
             delta_channels_to_snapshot(self.channels, new_counters)
-            | self._delta_channels_with_overwrite
+            | self._delta_channels_forced_snapshot
             if do_checkpoint
             else set()
         )
@@ -1154,7 +1197,13 @@ class PregelLoop:
         for k in channels_to_snapshot:
             new_counters[k] = (0, 0)
         if do_checkpoint:
-            self._delta_channels_with_overwrite.difference_update(channels_to_snapshot)
+            self._delta_channels_forced_snapshot.difference_update(channels_to_snapshot)
+            # `create_checkpoint` drops a requested snapshot for a channel with
+            # no version in this checkpoint yet (nothing was ever written to it
+            # on this branch), so keep asking until the blob really landed.
+            self._delta_channels_awaiting_fork_snapshot.difference_update(
+                self.checkpoint["channel_values"]
+            )
         non_zero = {k: v for k, v in new_counters.items() if v != (0, 0)}
         if non_zero:
             self.checkpoint_metadata["counters_since_delta_snapshot"] = non_zero
@@ -1239,7 +1288,7 @@ class PregelLoop:
         )
         channels_to_snapshot = (
             delta_channels_to_snapshot(self.channels, counters)
-            | self._delta_channels_with_overwrite
+            | self._delta_channels_forced_snapshot
         )
 
         pending = [
@@ -1684,7 +1733,7 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
         )
         self._delta_write_futs = []
         self._error_handler_write_futs = []
-        self._delta_channels_with_overwrite = set()
+        self._delta_channels_forced_snapshot = set()
         self._exit_delta_writes = (
             [] if self.durability == "exit" and self.checkpointer is not None else None
         )
@@ -1942,7 +1991,7 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
         )
         self._delta_write_futs = []
         self._error_handler_write_futs = []
-        self._delta_channels_with_overwrite = set()
+        self._delta_channels_forced_snapshot = set()
         self._exit_delta_writes = (
             [] if self.durability == "exit" and self.checkpointer is not None else None
         )

libs/langgraph/langgraph/pregel/_read.py

@@ -16,7 +16,7 @@ from langgraph._internal._timeout import coerce_timeout_policy
 from langgraph.pregel._utils import find_subgraph_pregel
 from langgraph.pregel._write import ChannelWrite
 from langgraph.pregel.protocol import PregelProtocol
-from langgraph.types import CachePolicy, RetryPolicy, TimeoutPolicy, TracePolicy
+from langgraph.types import CachePolicy, RetryPolicy, TimeoutPolicy
 
 READ_TYPE = Callable[[str | Sequence[str], bool], Any | dict[str, Any]]
 INPUT_CACHE_KEY_TYPE = tuple[Callable[..., Any], tuple[str, ...]]
@@ -138,9 +138,6 @@ class PregelNode:
     metadata: Mapping[str, Any] | None
     """Metadata to attach to the node for tracing."""
 
-    trace_policy: TracePolicy | None
-    """Optional policy controlling what this node records on its trace run."""
-
     is_error_handler: bool
     """Whether this node is registered as an error handler node."""
 
@@ -159,7 +156,6 @@ class PregelNode:
         writers: list[Runnable] | None = None,
         tags: list[str] | None = None,
         metadata: Mapping[str, Any] | None = None,
-        trace_policy: TracePolicy | None = None,
         bound: Runnable[Any, Any] | None = None,
         retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
         cache_policy: CachePolicy | None = None,
@@ -181,7 +177,6 @@ class PregelNode:
         self.timeout = coerce_timeout_policy(timeout)
         self.tags = tags
         self.metadata = metadata
-        self.trace_policy = trace_policy
         self.is_error_handler = is_error_handler
         self.error_handler_node = error_handler_node
         if subgraphs is not None:
@@ -227,23 +222,14 @@ class PregelNode:
     def node(self) -> Runnable[Any, Any] | None:
         """Get a runnable that combines `bound` and `writers`."""
         writers = self.flat_writers
-        trace_inputs = self.trace_policy.process_inputs if self.trace_policy else None
-        trace_outputs = self.trace_policy.process_outputs if self.trace_policy else None
         if self.bound is DEFAULT_BOUND and not writers:
             return None
         elif self.bound is DEFAULT_BOUND and len(writers) == 1:
             return writers[0]
         elif self.bound is DEFAULT_BOUND:
-            return RunnableSeq(
-                *writers, trace_inputs=trace_inputs, trace_outputs=trace_outputs
-            )
+            return RunnableSeq(*writers)
         elif writers:
-            return RunnableSeq(
-                self.bound,
-                *writers,
-                trace_inputs=trace_inputs,
-                trace_outputs=trace_outputs,
-            )
+            return RunnableSeq(self.bound, *writers)
         else:
             return self.bound
 

libs/langgraph/langgraph/pregel/main.py

@@ -108,6 +108,7 @@ from langgraph.callbacks import (
     get_sync_graph_callback_manager_for_config,
 )
 from langgraph.channels.base import BaseChannel
+from langgraph.channels.delta import DeltaChannel
 from langgraph.channels.topic import Topic
 from langgraph.config import get_config
 from langgraph.constants import END
@@ -133,6 +134,7 @@ from langgraph.pregel._checkpoint import (
     copy_checkpoint,
     create_checkpoint,
     create_checkpoint_plan_for_update_state_api,
+    create_fork_checkpoint,
     empty_checkpoint,
     get_updated_channels_from_tasks,
 )
@@ -1637,8 +1639,24 @@ class Pregel(
             else:
                 raise ValueError(f"Subgraph {recast} not found")
 
+        # Delta channels still owed a fork snapshot. Mirrors
+        # `_delta_channels_awaiting_fork_snapshot` in `_loop.py`: a fork is only
+        # sealed once a checkpoint actually carries the blob. Several superstep
+        # paths (`as_node` of INPUT, END or `__copy__`) write a checkpoint and
+        # return before reaching the plan, so a flag cleared after the first
+        # superstep would leave the branch unsealed and the next superstep would
+        # reconstruct through the shared base.
+        fork_pending: set[str] = (
+            {k for k, v in self.channels.items() if isinstance(v, DeltaChannel)}
+            if config[CONF].get(CONFIG_KEY_CHECKPOINT_ID)
+            else set()
+        )
+
         def perform_superstep(
-            input_config: RunnableConfig, updates: Sequence[StateUpdate]
+            input_config: RunnableConfig,
+            updates: Sequence[StateUpdate],
+            *,
+            is_fork: bool,
         ) -> RunnableConfig:
             # get last checkpoint
             config = ensure_config(self.config, input_config)
@@ -1726,9 +1744,17 @@ class Pregel(
                         self.trigger_to_nodes,
                     )
                 # save checkpoint
+                next_checkpoint = create_fork_checkpoint(
+                    checkpoint,
+                    channels,
+                    step,
+                    is_fork=is_fork,
+                    get_next_version=checkpointer.get_next_version,
+                )
+                fork_pending.difference_update(next_checkpoint["channel_values"])
                 next_config = checkpointer.put(
                     checkpoint_config,
-                    create_checkpoint(checkpoint, channels, step),
+                    next_checkpoint,
                     {
                         "source": "update",
                         "step": step + 1,
@@ -1736,7 +1762,7 @@ class Pregel(
                     },
                     get_new_channel_versions(
                         checkpoint_previous_versions,
-                        checkpoint["channel_versions"],
+                        next_checkpoint["channel_versions"],
                     ),
                 )
                 return patch_checkpoint_map(
@@ -1765,9 +1791,17 @@ class Pregel(
                         if saved and saved.metadata.get("step") is not None
                         else -1
                     )
+                    next_checkpoint = create_fork_checkpoint(
+                        checkpoint,
+                        channels,
+                        next_step,
+                        is_fork=is_fork,
+                        get_next_version=checkpointer.get_next_version,
+                    )
+                    fork_pending.difference_update(next_checkpoint["channel_values"])
                     next_config = checkpointer.put(
                         checkpoint_config,
-                        create_checkpoint(checkpoint, channels, next_step),
+                        next_checkpoint,
                         {
                             "source": "input",
                             "step": next_step,
@@ -1777,7 +1811,7 @@ class Pregel(
                         },
                         get_new_channel_versions(
                             checkpoint_previous_versions,
-                            checkpoint["channel_versions"],
+                            next_checkpoint["channel_versions"],
                         ),
                     )
 
@@ -1873,6 +1907,9 @@ class Pregel(
                     return perform_superstep(
                         patch_checkpoint_map(next_config, saved.metadata),
                         [item for lst in user_group_by.values() for item in lst],
+                        # The checkpoint just written clears tasks and carries
+                        # no delta snapshot, so a fork is still unsealed here.
+                        is_fork=is_fork,
                     )
 
                 return patch_checkpoint_map(next_config, saved.metadata)
@@ -2020,6 +2057,7 @@ class Pregel(
                     parents=saved.metadata.get("parents", {}) if saved else {},
                     saved_metadata=saved.metadata if saved else None,
                     is_fresh_thread=saved is None,
+                    is_fork=is_fork,
                 )
             )
             checkpoint = create_checkpoint(
@@ -2032,6 +2070,8 @@ class Pregel(
                 else None,
                 channels_to_snapshot=channels_to_snapshot,
             )
+            if is_fork:
+                fork_pending.difference_update(checkpoint["channel_values"])
             next_config = checkpointer.put(
                 checkpoint_config,
                 checkpoint,
@@ -2049,8 +2089,14 @@ class Pregel(
         current_config = patch_configurable(
             config, {CONFIG_KEY_THREAD_ID: str(config[CONF][CONFIG_KEY_THREAD_ID])}
         )
+        # The flag cannot be derived from `current_config`: `perform_superstep`
+        # returns the config of the checkpoint it just wrote and the loop feeds
+        # that back in, so from the second superstep on it always names a
+        # checkpoint whether or not the caller addressed one.
         for superstep in supersteps:
-            current_config = perform_superstep(current_config, superstep)
+            current_config = perform_superstep(
+                current_config, superstep, is_fork=bool(fork_pending)
+            )
         return current_config
 
     async def abulk_update_state(
@@ -2103,8 +2149,24 @@ class Pregel(
             else:
                 raise ValueError(f"Subgraph {recast} not found")
 
+        # Delta channels still owed a fork snapshot. Mirrors
+        # `_delta_channels_awaiting_fork_snapshot` in `_loop.py`: a fork is only
+        # sealed once a checkpoint actually carries the blob. Several superstep
+        # paths (`as_node` of INPUT, END or `__copy__`) write a checkpoint and
+        # return before reaching the plan, so a flag cleared after the first
+        # superstep would leave the branch unsealed and the next superstep would
+        # reconstruct through the shared base.
+        fork_pending: set[str] = (
+            {k for k, v in self.channels.items() if isinstance(v, DeltaChannel)}
+            if config[CONF].get(CONFIG_KEY_CHECKPOINT_ID)
+            else set()
+        )
+
         async def aperform_superstep(
-            input_config: RunnableConfig, updates: Sequence[StateUpdate]
+            input_config: RunnableConfig,
+            updates: Sequence[StateUpdate],
+            *,
+            is_fork: bool,
         ) -> RunnableConfig:
             # get last checkpoint
             config = ensure_config(self.config, input_config)
@@ -2190,16 +2252,25 @@ class Pregel(
                         self.trigger_to_nodes,
                     )
                 # save checkpoint
+                next_checkpoint = create_fork_checkpoint(
+                    checkpoint,
+                    channels,
+                    step,
+                    is_fork=is_fork,
+                    get_next_version=checkpointer.get_next_version,
+                )
+                fork_pending.difference_update(next_checkpoint["channel_values"])
                 next_config = await checkpointer.aput(
                     checkpoint_config,
-                    create_checkpoint(checkpoint, channels, step),
+                    next_checkpoint,
                     {
                         "source": "update",
                         "step": step + 1,
                         "parents": saved.metadata.get("parents", {}) if saved else {},
                     },
                     get_new_channel_versions(
-                        checkpoint_previous_versions, checkpoint["channel_versions"]
+                        checkpoint_previous_versions,
+                        next_checkpoint["channel_versions"],
                     ),
                 )
                 return patch_checkpoint_map(
@@ -2228,9 +2299,17 @@ class Pregel(
                         if saved and saved.metadata.get("step") is not None
                         else -1
                     )
+                    next_checkpoint = create_fork_checkpoint(
+                        checkpoint,
+                        channels,
+                        next_step,
+                        is_fork=is_fork,
+                        get_next_version=checkpointer.get_next_version,
+                    )
+                    fork_pending.difference_update(next_checkpoint["channel_values"])
                     next_config = await checkpointer.aput(
                         checkpoint_config,
-                        create_checkpoint(checkpoint, channels, next_step),
+                        next_checkpoint,
                         {
                             "source": "input",
                             "step": next_step,
@@ -2240,7 +2319,7 @@ class Pregel(
                         },
                         get_new_channel_versions(
                             checkpoint_previous_versions,
-                            checkpoint["channel_versions"],
+                            next_checkpoint["channel_versions"],
                         ),
                     )
 
@@ -2335,6 +2414,9 @@ class Pregel(
                     return await aperform_superstep(
                         patch_checkpoint_map(next_config, saved.metadata),
                         [item for lst in user_group_by.values() for item in lst],
+                        # The checkpoint just written clears tasks and carries
+                        # no delta snapshot, so a fork is still unsealed here.
+                        is_fork=is_fork,
                     )
 
                 return patch_checkpoint_map(
@@ -2480,6 +2562,7 @@ class Pregel(
                     parents=saved.metadata.get("parents", {}) if saved else {},
                     saved_metadata=saved.metadata if saved else None,
                     is_fresh_thread=saved is None,
+                    is_fork=is_fork,
                 )
             )
             checkpoint = create_checkpoint(
@@ -2492,6 +2575,8 @@ class Pregel(
                 else None,
                 channels_to_snapshot=channels_to_snapshot,
             )
+            if is_fork:
+                fork_pending.difference_update(checkpoint["channel_values"])
             next_config = await checkpointer.aput(
                 checkpoint_config,
                 checkpoint,
@@ -2508,8 +2593,14 @@ class Pregel(
         current_config = patch_configurable(
             config, {CONFIG_KEY_THREAD_ID: str(config[CONF][CONFIG_KEY_THREAD_ID])}
         )
+        # The flag cannot be derived from `current_config`: `aperform_superstep`
+        # returns the config of the checkpoint it just wrote and the loop feeds
+        # that back in, so from the second superstep on it always names a
+        # checkpoint whether or not the caller addressed one.
         for superstep in supersteps:
-            current_config = await aperform_superstep(current_config, superstep)
+            current_config = await aperform_superstep(
+                current_config, superstep, is_fork=bool(fork_pending)
+            )
         return current_config
 
     def update_state(

libs/langgraph/langgraph/types.py

@@ -70,8 +70,6 @@ __all__ = (
     "RetryPolicy",
     "TimeoutPolicy",
     "CachePolicy",
-    "TracePolicy",
-    "omit_payload",
     "Interrupt",
     "StateUpdate",
     "PregelTask",
@@ -529,44 +527,6 @@ class CachePolicy(Generic[KeyFuncT]):
     """Time to live for the cache entry in seconds. If `None`, the entry never expires."""
 
 
-@dataclass(**_DC_KWARGS)
-class TracePolicy:
-    """Configuration for how a node's run is traced.
-
-    Scope: this only transforms what the node's *own* run records. Child runs created
-    by a traced `bound` runnable and the root graph run are not affected. Plain
-    function nodes are traced with `trace=False`, so they have no such child runs.
-
-    Not intended to redact secrets. To redact inputs/outputs across all runs
-    (children included), use the LangSmith client's
-    `hide_inputs`/`hide_outputs`/`anonymizer` instead.
-
-    Each processor receives the node's raw input/output value (not a normalized
-    kwargs dict) and returns the value to record.
-    """
-
-    process_inputs: Callable[[Any], Any] | None = None
-    """Optional callable to transform the node's input before it is recorded on the
-    node's trace run. Can be used to omit or summarize large payloads
-    (e.g. message history). Not intended to affect the value passed to the node; avoid
-    mutating arguments in place."""
-
-    process_outputs: Callable[[Any], Any] | None = None
-    """Optional callable to transform the node's output before it is recorded on the
-    node's trace run. Can be used to omit or summarize large payloads
-    (e.g. message history). Not intended to affect the value returned by the node; avoid
-    mutating arguments in place."""
-
-
-def omit_payload(_value: Any) -> dict[str, Any]:
-    """`TracePolicy` helper that records an empty payload, dropping the value entirely.
-
-    Use as `process_inputs` and/or `process_outputs` on a `TracePolicy` to keep a node's
-    span and its timing while omitting its inputs/outputs from the trace.
-    """
-    return {}
-
-
 _DEFAULT_INTERRUPT_ID = "placeholder-id"
 
 

libs/langgraph/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph"
-version = "1.2.11"
+version = "1.2.10"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"

libs/langgraph/tests/memory_assert.py

@@ -85,11 +85,19 @@ class MemorySaverAssertImmutable(InMemorySaver):
                 )
                 == saved
             ), config["configurable"]["checkpoint_ns"]
-        self.storage_for_copies[thread_id][checkpoint_ns][checkpoint["id"]] = (
-            self.serde.dumps_typed(checkpoint)
-        )
         # call super to write checkpoint
-        return super().put(config, checkpoint, metadata, new_versions)
+        next_config = super().put(config, checkpoint, metadata, new_versions)
+        # Record the checkpoint as the saver reads it back, not the object it
+        # was handed. `channel_values` are stored per (channel, version), so a
+        # channel a step did not write is refilled from the blob its inherited
+        # version still points at. A `DeltaChannel` omits its value except at a
+        # snapshot, which makes the two representations differ for reasons that
+        # are not mutation. Comparing read-back against read-back still catches
+        # a checkpoint whose stored data actually changed.
+        self.storage_for_copies[thread_id][checkpoint_ns][checkpoint["id"]] = (
+            self.serde.dumps_typed(super().get(next_config))
+        )
+        return next_config
 
 
 class MemorySaverNoPending(InMemorySaver):

libs/langgraph/tests/test_delta_channel_fork.py

@@ -0,0 +1,414 @@
+"""Forking a thread must not replay the abandoned branch into the fork.
+
+Regression suite for #8443. Addressing an older checkpoint creates a fork: the
+shared base ends up with two children, and it keeps the ``checkpoint_writes``
+of the branch the fork abandons. Nothing in the stored data records which child
+consumed which write, so the ``DeltaChannel`` ancestor walk used to collect the
+abandoned branch's writes as well.
+
+Every graph here carries a ``DeltaChannel`` and a plain reducer channel fed the
+same values. ``full`` channels store complete ``channel_values`` and need no
+replay, so the plain channel is the oracle: after a fork the two must agree.
+
+Coverage: fork by ``invoke`` with new input (sync/async, all durabilities),
+fork off the checkpoint that predates the thread's first input (sync/async),
+fork by ``update_state`` / ``aupdate_state``, fork before the delta channel
+ever had a value, and guards that neither an
+unaddressed run nor an unaddressed multi-superstep ``bulk_update_state``
+departs from the normal ``snapshot_frequency`` cadence.
+"""
+
+from collections.abc import Sequence
+from operator import add
+from typing import Annotated, Any
+
+import pytest
+from langchain_core.runnables import RunnableConfig
+from langgraph.checkpoint.base import BaseCheckpointSaver
+from langgraph.checkpoint.serde.types import _DeltaSnapshot
+from typing_extensions import TypedDict
+
+from langgraph._internal._constants import INPUT
+from langgraph.channels.delta import DeltaChannel
+from langgraph.graph import END, StateGraph
+from langgraph.types import Durability, StateSnapshot, StateUpdate
+
+pytestmark = pytest.mark.anyio
+
+
+def _append(current: list | None, writes: Sequence[Any]) -> list:
+    """DeltaChannel reducer: extend the list with every batched write."""
+    out = list(current or [])
+    for write in writes:
+        out.extend(write if isinstance(write, list) else [write])
+    return out
+
+
+class _State(TypedDict):
+    log: Annotated[list, DeltaChannel(_append, snapshot_frequency=1000)]
+    plain: Annotated[list, add]
+    # Written only by the tests that fork before `log` ever has a value, so the
+    # fork advances without touching the delta channel.
+    other: Annotated[list, add]
+
+
+def _build(checkpointer: BaseCheckpointSaver, tag: str) -> Any:
+    """Compile a one-node graph whose node appends ``{tag}-out`` to both channels.
+
+    ``snapshot_frequency=1000`` keeps the cadence from masking the bug: without
+    a forced snapshot the fork's ancestor walk always runs past the fork base.
+    """
+
+    def node(state: _State) -> dict:
+        return {"log": [f"{tag}-out"], "plain": [f"{tag}-out"]}
+
+    builder = StateGraph(_State)
+    builder.add_node("n", node)
+    builder.set_entry_point("n")
+    builder.set_finish_point("n")
+    return builder.compile(checkpointer=checkpointer)
+
+
+def _build_without_delta_writes(checkpointer: BaseCheckpointSaver, tag: str) -> Any:
+    """Compile a graph whose node writes only ``other``, never the delta channel."""
+
+    def node(state: _State) -> dict:
+        return {"other": [f"{tag}-other"]}
+
+    builder = StateGraph(_State)
+    builder.add_node("n", node)
+    builder.set_entry_point("n")
+    builder.set_finish_point("n")
+    return builder.compile(checkpointer=checkpointer)
+
+
+def _thread(thread_id: str) -> RunnableConfig:
+    return {"configurable": {"thread_id": thread_id}}
+
+
+def _at(config: RunnableConfig, snapshot: StateSnapshot) -> RunnableConfig:
+    """Config addressing one specific checkpoint of ``config``'s thread."""
+    return {
+        "configurable": {
+            **config["configurable"],
+            "checkpoint_ns": "",
+            "checkpoint_id": snapshot.config["configurable"]["checkpoint_id"],
+        }
+    }
+
+
+def _input(marker: str) -> dict:
+    return {"log": [marker], "plain": [marker]}
+
+
+def _snapshotted_checkpoints(
+    checkpointer: BaseCheckpointSaver, config: RunnableConfig
+) -> list[str]:
+    """Ids of this thread's checkpoints carrying a ``log`` snapshot blob."""
+    return [
+        tuple_.config["configurable"]["checkpoint_id"]
+        for tuple_ in checkpointer.list(config)
+        if isinstance(tuple_.checkpoint["channel_values"].get("log"), _DeltaSnapshot)
+    ]
+
+
+def _assert_fork_is_clean(state: StateSnapshot, abandoned: str) -> None:
+    """The delta channel must match the plain channel and drop ``abandoned``."""
+    assert state.values["log"] == state.values["plain"], (
+        f"delta channel diverged from the plain channel: "
+        f"{state.values['log']} != {state.values['plain']}"
+    )
+    assert abandoned not in state.values["log"], (
+        f"{abandoned!r} belongs to the branch the fork replaced, "
+        f"but was replayed into {state.values['log']}"
+    )
+
+
+def test_fork_by_invoke(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    _build(sync_checkpointer, "first").invoke(
+        _input("in-1"), config, durability=durability
+    )
+    graph = _build(sync_checkpointer, "second")
+    graph.invoke(_input("in-2"), config, durability=durability)
+
+    # The last checkpoint that predates "in-2" entering state: forking here
+    # abandons the "in-2" branch, whose writes still hang off this checkpoint.
+    base = next(
+        snapshot
+        for snapshot in graph.get_state_history(config)
+        if "in-2" not in snapshot.values["log"]
+    )
+    _build(sync_checkpointer, "third").invoke(
+        _input("in-3"), _at(config, base), durability=durability
+    )
+
+    state = graph.get_state(config)
+    _assert_fork_is_clean(state, "in-2")
+    assert state.values["log"] == [*base.values["log"], "in-3", "third-out"]
+
+
+async def test_afork_by_invoke(
+    async_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    await _build(async_checkpointer, "first").ainvoke(
+        _input("in-1"), config, durability=durability
+    )
+    graph = _build(async_checkpointer, "second")
+    await graph.ainvoke(_input("in-2"), config, durability=durability)
+
+    base = await anext(
+        snapshot
+        async for snapshot in graph.aget_state_history(config)
+        if "in-2" not in snapshot.values["log"]
+    )
+    await _build(async_checkpointer, "third").ainvoke(
+        _input("in-3"), _at(config, base), durability=durability
+    )
+
+    state = await graph.aget_state(config)
+    _assert_fork_is_clean(state, "in-2")
+    assert state.values["log"] == [*base.values["log"], "in-3", "third-out"]
+
+
+def test_fork_off_checkpoint_before_first_input(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    """Fork off the root checkpoint, which predates any value for ``log``.
+
+    ``create_checkpoint`` drops a requested snapshot for a channel absent from
+    ``channel_versions``, so the fork's own first checkpoint cannot carry the
+    blob. The request has to stay queued until a superstep gives the channel a
+    value, otherwise the root's ``in-1`` write still leaks into the fork.
+    """
+    config = _thread("t")
+    graph = _build(sync_checkpointer, "first")
+    graph.invoke(_input("in-1"), config, durability=durability)
+
+    root = list(graph.get_state_history(config))[-1]
+    assert root.values["log"] == []
+
+    _build(sync_checkpointer, "third").invoke(
+        _input("in-9"), _at(config, root), durability=durability
+    )
+
+    state = graph.get_state(config)
+    _assert_fork_is_clean(state, "in-1")
+    assert state.values["log"] == ["in-9", "third-out"]
+
+
+async def test_afork_off_checkpoint_before_first_input(
+    async_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    """Async twin of ``test_fork_off_checkpoint_before_first_input``."""
+    config = _thread("t")
+    graph = _build(async_checkpointer, "first")
+    await graph.ainvoke(_input("in-1"), config, durability=durability)
+
+    root = [snapshot async for snapshot in graph.aget_state_history(config)][-1]
+    assert root.values["log"] == []
+
+    await _build(async_checkpointer, "third").ainvoke(
+        _input("in-9"), _at(config, root), durability=durability
+    )
+
+    state = await graph.aget_state(config)
+    _assert_fork_is_clean(state, "in-1")
+    assert state.values["log"] == ["in-9", "third-out"]
+
+
+def test_fork_by_update_state(sync_checkpointer: BaseCheckpointSaver) -> None:
+    config = _thread("t")
+    _build(sync_checkpointer, "first").invoke(_input("in-1"), config)
+    graph = _build(sync_checkpointer, "second")
+    graph.invoke(_input("in-2"), config)
+
+    base = next(
+        snapshot
+        for snapshot in graph.get_state_history(config)
+        if "in-2" not in snapshot.values["log"]
+    )
+    forked = graph.update_state(_at(config, base), _input("patched"))
+
+    state = graph.get_state(forked)
+    _assert_fork_is_clean(state, "in-2")
+    assert state.values["log"] == [*base.values["log"], "patched"]
+
+
+async def test_afork_by_update_state(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    config = _thread("t")
+    await _build(async_checkpointer, "first").ainvoke(_input("in-1"), config)
+    graph = _build(async_checkpointer, "second")
+    await graph.ainvoke(_input("in-2"), config)
+
+    base = await anext(
+        snapshot
+        async for snapshot in graph.aget_state_history(config)
+        if "in-2" not in snapshot.values["log"]
+    )
+    forked = await graph.aupdate_state(_at(config, base), _input("patched"))
+
+    state = await graph.aget_state(forked)
+    _assert_fork_is_clean(state, "in-2")
+    assert state.values["log"] == [*base.values["log"], "patched"]
+
+
+def test_unaddressed_run_keeps_snapshot_cadence(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    """A run with no explicitly addressed checkpoint writes no snapshot blob.
+
+    Guards the cost of the fix: the forced snapshot is one per addressed run,
+    not a change to the normal ``snapshot_frequency`` cadence.
+    """
+    config = _thread("t")
+    graph = _build(sync_checkpointer, "first")
+    graph.invoke(_input("in-1"), config, durability=durability)
+    graph.invoke(_input("in-2"), config, durability=durability)
+
+    assert not _snapshotted_checkpoints(sync_checkpointer, config)
+
+
+def test_fork_before_first_value_when_fork_never_writes_the_channel(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    """Seal the fork even when the channel has no value to snapshot.
+
+    Forking before ``log`` was ever written leaves nothing to copy into the
+    fork's first checkpoint, so without a minted version and an empty blob the
+    boundary goes unrecorded and the walk runs into the base. The fork here
+    never writes ``log`` at all, so no later superstep can seal it either.
+    """
+    config = _thread("t")
+    graph = _build(sync_checkpointer, "first")
+    graph.invoke(_input("in-1"), config, durability=durability)
+
+    root = list(graph.get_state_history(config))[-1]
+    assert root.values["log"] == []
+
+    _build_without_delta_writes(sync_checkpointer, "third").invoke(
+        {"other": ["in-9"]}, _at(config, root), durability=durability
+    )
+
+    state = graph.get_state(config)
+    _assert_fork_is_clean(state, "in-1")
+    assert state.values["log"] == []
+
+
+async def test_afork_before_first_value_when_fork_never_writes_the_channel(
+    async_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    """Async twin of ``test_fork_before_first_value_when_fork_never_writes_the_channel``."""
+    config = _thread("t")
+    graph = _build(async_checkpointer, "first")
+    await graph.ainvoke(_input("in-1"), config, durability=durability)
+
+    root = [snapshot async for snapshot in graph.aget_state_history(config)][-1]
+    assert root.values["log"] == []
+
+    await _build_without_delta_writes(async_checkpointer, "third").ainvoke(
+        {"other": ["in-9"]}, _at(config, root), durability=durability
+    )
+
+    state = await graph.aget_state(config)
+    _assert_fork_is_clean(state, "in-1")
+    assert state.values["log"] == []
+
+
+def test_fork_before_first_value_by_bulk_update(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    """The fork's first superstep touches another key, the delta key comes later.
+
+    The first checkpoint has to seal the boundary on its own. Deferring until
+    the superstep that finally writes ``log`` is too late, because that
+    superstep reconstructs through the unsealed checkpoint first.
+    """
+    config = _thread("t")
+    graph = _build(sync_checkpointer, "first")
+    graph.invoke(_input("in-1"), config)
+
+    root = list(graph.get_state_history(config))[-1]
+    assert root.values["log"] == []
+
+    forked = graph.bulk_update_state(
+        _at(config, root),
+        [
+            [StateUpdate({"other": ["s1"]}, "n")],
+            [StateUpdate(_input("s2"), "n")],
+        ],
+    )
+
+    state = graph.get_state(forked)
+    _assert_fork_is_clean(state, "in-1")
+    assert state.values["log"] == ["s2"]
+
+
+@pytest.mark.parametrize("first_as_node", [INPUT, END, "__copy__"])
+def test_fork_by_bulk_update_whose_first_superstep_skips_the_plan(
+    sync_checkpointer: BaseCheckpointSaver, first_as_node: str
+) -> None:
+    """The fork must be sealed by whichever checkpoint the fork writes first.
+
+    ``as_node`` of INPUT, END or ``__copy__`` writes a checkpoint and returns
+    before ``create_checkpoint_plan_for_update_state_api`` runs. If that
+    checkpoint carries no snapshot the branch is still unsealed, so the next
+    superstep reconstructs through the shared base, picks up the abandoned
+    writes, and bakes them into whatever it snapshots. Sealing later is too
+    late: by then the in-memory value is already wrong.
+    """
+    config = _thread("t")
+    _build(sync_checkpointer, "first").invoke(_input("in-1"), config)
+    graph = _build(sync_checkpointer, "second")
+    graph.invoke(_input("in-2"), config)
+
+    base = next(
+        snapshot
+        for snapshot in graph.get_state_history(config)
+        if "in-2" not in snapshot.values["log"]
+    )
+    first = (
+        StateUpdate(_input("first-step"), first_as_node)
+        if first_as_node == INPUT
+        else StateUpdate(None, first_as_node)
+    )
+    forked = graph.bulk_update_state(
+        _at(config, base),
+        [[first], [StateUpdate(_input("second-step"), "n")]],
+    )
+
+    state = graph.get_state(forked)
+    # END legitimately absorbs the base's already-run task writes, so "in-2"
+    # belongs there; the plain channel is the oracle for which is which.
+    assert state.values["log"] == state.values["plain"], (
+        f"delta channel diverged from the plain channel: "
+        f"{state.values['log']} != {state.values['plain']}"
+    )
+
+
+def test_unaddressed_bulk_update_keeps_snapshot_cadence(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    """A multi-superstep ``bulk_update_state`` forks at most once, at the head.
+
+    ``perform_superstep`` returns the config of the checkpoint it just wrote
+    and the driver feeds that back in, so every superstep after the first
+    receives a config naming a checkpoint even when the caller addressed none.
+    Deriving the fork flag from that config snapshots the whole growing value
+    once per superstep.
+    """
+    config = _thread("t")
+    graph = _build(sync_checkpointer, "first")
+    graph.invoke(_input("in-1"), config)
+
+    graph.bulk_update_state(
+        config,
+        [[StateUpdate(_input(f"u{i}"), "n")] for i in range(4)],
+    )
+
+    assert not _snapshotted_checkpoints(sync_checkpointer, config)

libs/langgraph/tests/test_delta_channel_migration.py

@@ -616,117 +616,3 @@ async def test_add_messages_to_delta_migration_preserves_message_history_async()
     assert [m.id for m in snap.values["messages"]] == ["h1", "a1"], (
         f"async tip hydration mismatch: got {[m.id for m in snap.values['messages']]}"
     )
-
-
-# ---------------------------------------------------------------------------
-# 8. First post-migration write, read back cold (regression for #8384)
-#
-# The migration boundary produces a checkpoint that carries BOTH a pre-delta
-# plain-value blob AND the pending write that produced its (delta-era) child.
-# That write is not subsumed by the blob — the blob is the value ENTERING that
-# checkpoint. A saver whose ancestor walk skips the seed checkpoint's own
-# writes silently drops the first post-migration write.
-#
-# The failure is invisible to the live `invoke` return value (computed
-# in-memory before persistence), so these tests must assert on a COLD read.
-# It is also invisible at `snapshot_frequency=1`, where every write is its own
-# snapshot boundary and the walk never terminates on a plain value — hence the
-# explicit default-frequency coverage.
-# ---------------------------------------------------------------------------
-
-
-def test_first_post_migration_write_survives_cold_read() -> None:
-    """One non-snapshotting write after migrating a thread to `DeltaChannel`
-    must still be present when the state is read back from the checkpointer.
-
-    Regression for #8384: `invoke` returned the correct value while
-    `get_state` dropped the write permanently.
-    """
-
-    checkpointer = InMemorySaver()
-    config = {"configurable": {"thread_id": "first-post-migration"}}
-
-    binop = _binop_graph(checkpointer)
-    binop.invoke({"items": ["a"]}, config)
-
-    delta = _delta_graph(checkpointer)
-    live = delta.invoke({"items": ["b"]}, config)
-    assert list(live["items"]) == ["a", "b"], "live invoke lost the write"
-
-    cold = delta.get_state(config)
-    assert list(cold.values["items"]) == ["a", "b"], (
-        "first post-migration write dropped on cold read: "
-        f"got {list(cold.values['items'])}"
-    )
-
-
-async def test_first_post_migration_write_survives_cold_read_async() -> None:
-    """Async variant of the #8384 regression."""
-
-    checkpointer = InMemorySaver()
-    config = {"configurable": {"thread_id": "first-post-migration-async"}}
-
-    binop = _binop_graph(checkpointer)
-    await binop.ainvoke({"items": ["a"]}, config)
-
-    delta = _delta_graph(checkpointer)
-    live = await delta.ainvoke({"items": ["b"]}, config)
-    assert list(live["items"]) == ["a", "b"], "live ainvoke lost the write"
-
-    cold = await delta.aget_state(config)
-    assert list(cold.values["items"]) == ["a", "b"], (
-        "first post-migration write dropped on cold read: "
-        f"got {list(cold.values['items'])}"
-    )
-
-
-def test_post_migration_writes_match_base_saver_fallback() -> None:
-    """Parity across the migration boundary WITH post-migration writes.
-
-    `test_base_saver_fallback_matches_optimized_override` only reads a
-    pre-migration chain, so the optimized override and the reference walk
-    never disagree there. Driving writes after the migration is what
-    separates them.
-    """
-
-    def _run(saver: Any, thread: str) -> list[tuple[Any, list]]:
-        config = {"configurable": {"thread_id": thread}}
-        _drive(_binop_graph(saver), config, "u", 2)
-        delta = _delta_graph(saver)
-        _drive(delta, config, "d", 3)
-        return [
-            (s.next, list(s.values.get("items", [])))
-            for s in delta.get_state_history(config)
-        ]
-
-    fast = _run(InMemorySaver(), "fast")
-    slow = _run(_ThirdPartyStyleSaver(), "slow")
-
-    assert fast == slow, (
-        "optimized override diverges from the base-saver fallback once "
-        f"post-migration writes exist; fast={fast}, slow={slow}"
-    )
-    # Guard the assertion above against both paths being wrong in the same way.
-    assert fast[0][1] == ["u0", "u1", "d0", "d1", "d2"], (
-        f"unexpected accumulated state: {fast[0][1]}"
-    )
-
-
-def test_add_messages_migration_keeps_first_post_migration_message() -> None:
-    """The `add_messages` -> `DeltaChannel` path is the one Deep Agents takes;
-    dropping the first post-migration write loses a real user message.
-    """
-
-    checkpointer = InMemorySaver()
-    config = {"configurable": {"thread_id": "add-messages-first-write"}}
-
-    pre_graph = _add_messages_graph(checkpointer)
-    pre_graph.invoke({"messages": [HumanMessage(content="hello", id="h1")]}, config)
-
-    delta_graph = _delta_messages_graph(checkpointer)
-    delta_graph.invoke({"messages": [HumanMessage(content="second", id="h2")]}, config)
-
-    ids = [m.id for m in delta_graph.get_state(config).values["messages"]]
-    # h1 is the pre-migration seed, h2 the write that was being dropped; both
-    # have to survive, and in order.
-    assert ids == ["h1", "h2"], f"expected ['h1', 'h2'], got {ids}"

libs/langgraph/tests/test_trace_policy.py

@@ -1,149 +0,0 @@
-"""End-to-end tests for `TracePolicy` input processing on node trace runs."""
-
-from typing import Any
-
-import pytest
-from typing_extensions import TypedDict
-
-from langgraph.graph import END, START, StateGraph
-from langgraph.types import TracePolicy
-from tests.fake_tracer import FakeTracer, Run
-
-
-class State(TypedDict):
-    value: int
-
-
-def _node_run(tracer: FakeTracer, name: str) -> Run:
-    return next(r for r in tracer.flattened_runs() if r.name == name)
-
-
-def _incr(state: State) -> State:
-    return {"value": state["value"] + 1}
-
-
-def test_trace_policy_transforms_recorded_inputs() -> None:
-    seen: dict[str, Any] = {}
-
-    def process_inputs(inp: Any) -> Any:
-        seen["inputs"] = inp
-        return {"scrubbed_in": True}
-
-    graph = (
-        StateGraph(State)
-        .add_node("n", _incr, trace_policy=TracePolicy(process_inputs=process_inputs))
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    # the real graph output is unaffected by the trace policy
-    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
-
-    run = _node_run(tracer, "n")
-    # the recorded input is transformed; the output is recorded as-is
-    assert run.inputs == {"scrubbed_in": True}
-    assert run.outputs == {"value": 2}
-    # process_inputs observed the real, untransformed input
-    assert seen["inputs"] == {"value": 1}
-
-
-def test_trace_policy_transforms_recorded_outputs() -> None:
-    seen: dict[str, Any] = {}
-
-    def process_outputs(out: Any) -> Any:
-        seen["outputs"] = out
-        return {"scrubbed_out": True}
-
-    graph = (
-        StateGraph(State)
-        .add_node("n", _incr, trace_policy=TracePolicy(process_outputs=process_outputs))
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    # the real graph output is unaffected by the trace policy
-    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
-
-    run = _node_run(tracer, "n")
-    # the recorded output is transformed; the input is recorded as-is
-    assert run.inputs == {"value": 1}
-    assert run.outputs == {"scrubbed_out": True}
-    # process_outputs observed the real, untransformed output
-    assert seen["outputs"] == {"value": 2}
-
-
-def test_trace_policy_none_records_real_payloads() -> None:
-    graph = (
-        StateGraph(State)
-        .add_node("n", _incr)
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
-
-    run = _node_run(tracer, "n")
-    assert run.inputs == {"value": 1}
-    assert run.outputs == {"value": 2}
-
-
-def test_trace_policy_processor_error_safe_without_callbacks() -> None:
-    def boom(_inp: Any) -> Any:
-        raise RuntimeError("processor failed")
-
-    graph = (
-        StateGraph(State)
-        .add_node("n", _incr, trace_policy=TracePolicy(process_inputs=boom))
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    # no callbacks: the processor still runs but is fail-open, so execution is unaffected
-    assert graph.invoke({"value": 1}) == {"value": 2}
-
-
-def test_trace_policy_processor_error_does_not_break_execution() -> None:
-    def boom(_inp: Any) -> Any:
-        raise RuntimeError("processor failed")
-
-    graph = (
-        StateGraph(State)
-        .add_node("n", _incr, trace_policy=TracePolicy(process_inputs=boom))
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    # a raising processor must not abort the node; the untransformed input is recorded
-    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
-    assert _node_run(tracer, "n").inputs == {"value": 1}
-
-
-@pytest.mark.anyio
-async def test_trace_policy_transforms_recorded_inputs_async() -> None:
-    graph = (
-        StateGraph(State)
-        .add_node(
-            "n",
-            _incr,
-            trace_policy=TracePolicy(process_inputs=lambda _: {"scrubbed_in": True}),
-        )
-        .add_edge(START, "n")
-        .add_edge("n", END)
-        .compile()
-    )
-
-    tracer = FakeTracer()
-    assert await graph.ainvoke({"value": 5}, {"callbacks": [tracer]}) == {"value": 6}
-
-    run = _node_run(tracer, "n")
-    assert run.inputs == {"scrubbed_in": True}
-    assert run.outputs == {"value": 6}

libs/langgraph/uv.lock

@@ -28,16 +28,16 @@ wheels = [
 
 [[package]]
 name = "anyio"
-version = "4.14.2"
+version = "4.14.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
     { name = "idna" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/61/cc/a381afa6efea9f496eff839d4a6a1aed3bfafc7b3ab4b0d1b243a12573dd/anyio-4.14.2.tar.gz", hash = "sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f", size = 260176, upload-time = "2026-07-12T20:29:07.082Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3b/72/5562aabb8dd7181e8e860622a38bea08d17842b99ecd4c91f84ac95251b0/anyio-4.14.1.tar.gz", hash = "sha256:8d648a3544c1a700e3ff78615cd679e4c5c3f149904287e73687b2596963629e", size = 254831, upload-time = "2026-06-24T20:56:06.017Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl", hash = "sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494", size = 125813, upload-time = "2026-07-12T20:29:05.763Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/7b/90df4a0a816d98d6ea26f559d87836d494a2cf1fcf063be67df50a7bcc30/anyio-4.14.1-py3-none-any.whl", hash = "sha256:4e5533c5b8ff0a24f5d7a176cbe6877129cd183893f66b537f8f227d10527d72", size = 124875, upload-time = "2026-06-24T20:56:04.413Z" },
 ]
 
 [[package]]
@@ -193,7 +193,7 @@ name = "blockbuster"
 version = "1.5.26"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "forbiddenfruit", marker = "python_full_version >= '3.11' and python_full_version < '3.14' and implementation_name == 'cpython'" },
+    { name = "forbiddenfruit", marker = "implementation_name == 'cpython'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/55/e0/dcbab602790a576b0b94108c07e2c048e5897df7cc83722a89582d733987/blockbuster-1.5.26.tar.gz", hash = "sha256:cc3ce8c70fa852a97ee3411155f31e4ad2665cd1c6c7d2f8bb1851dab61dc629", size = 36085, upload-time = "2025-12-05T10:43:47.735Z" }
 wheels = [
@@ -385,7 +385,7 @@ name = "click"
 version = "8.4.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "colorama", marker = "python_full_version < '3.14' and sys_platform == 'win32'" },
+    { name = "colorama", marker = "sys_platform == 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/76/d4/81420972a676e8ffea40450d8c8c92943e7218a78fe9b64359836cc9876b/click-8.4.2.tar.gz", hash = "sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6", size = 338000, upload-time = "2026-06-24T17:45:15.148Z" }
 wheels = [
@@ -528,7 +528,7 @@ name = "croniter"
 version = "6.2.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "python-dateutil", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "python-dateutil" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/df/de/5832661ed55107b8a09af3f0a2e71e0957226a59eb1dcf0a445cce6daf20/croniter-6.2.2.tar.gz", hash = "sha256:ba60832a5ec8e12e51b8691c3309a113d1cf6526bdf1a48150ce8ec7a532d0ab", size = 113762, upload-time = "2026-03-15T08:43:48.112Z" }
 wheels = [
@@ -540,7 +540,7 @@ name = "cryptography"
 version = "50.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "cffi", marker = "python_full_version >= '3.11' and python_full_version < '3.14' and platform_python_implementation != 'PyPy'" },
+    { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/de/41/6cbdcf9142d00fe82836fbb51e503e58088575cf7a0fe1dbff6695bf0840/cryptography-50.0.0.tar.gz", hash = "sha256:eeac2acb5a20ed25e0ad6d1df9891a520b78b404266b6d11778f25d5d691a6c9", size = 880201, upload-time = "2026-07-31T14:25:10.11Z" }
 wheels = [
@@ -643,7 +643,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
+    { name = "typing-extensions" },
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+    { name = "cryptography" },
+    { name = "grpcio" },
+    { name = "grpcio-health-checking" },
+    { name = "grpcio-tools" },
+    { name = "httptools", marker = "sys_platform != 'win32'" },
+    { name = "httpx" },
+    { name = "jsonschema-rs" },
+    { name = "langchain-core" },
+    { name = "langchain-protocol" },
+    { name = "langgraph" },
+    { name = "langgraph-checkpoint" },
+    { name = "langgraph-runtime-inmem" },
+    { name = "langgraph-sdk" },
+    { name = "langsmith", extra = ["otel"] },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+    { name = "opentelemetry-sdk" },
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+    { name = "pyjwt" },
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+    { name = "starlette" },
+    { name = "structlog" },
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+    { name = "uuid-utils" },
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@@ -1622,7 +1622,7 @@ wheels = [
 
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@@ -1670,7 +1670,7 @@ test = [
 
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@@ -1766,12 +1766,12 @@ test = [
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-    { name = "httpx", marker = "python_full_version < '3.14'" },
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-    { name = "tomli", marker = "python_full_version < '3.11'" },
+    { name = "pathspec" },
+    { name = "python-dotenv" },
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-    { name = "structlog", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "blockbuster" },
+    { name = "croniter" },
+    { name = "langgraph" },
+    { name = "langgraph-checkpoint" },
+    { name = "sse-starlette" },
+    { name = "starlette" },
+    { name = "structlog" },
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@@ -1916,13 +1916,13 @@ dev = [
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     { name = "pytest-mock" },
     { name = "pytest-watch" },
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     { name = "ty" },
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+    { name = "ruff", specifier = "==0.15.20" },
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@@ -1956,9 +1956,9 @@ wheels = [
 
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-    { name = "opentelemetry-sdk", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+    { name = "opentelemetry-sdk" },
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-    { name = "typing-extensions", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
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@@ -2189,7 +2189,7 @@ name = "opentelemetry-exporter-otlp-proto-common"
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 dependencies = [
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 ]
 
 [[package]]

libs/prebuilt/README.md

@@ -37,7 +37,6 @@ uv add langchain-anthropic
 from langchain_anthropic import ChatAnthropic
 from langgraph.prebuilt import create_react_agent
 
-
 # Define the tools for the agent to use
 def search(query: str):
     """Call to surf the web."""
@@ -46,7 +45,6 @@ def search(query: str):
         return "It's 60 degrees and foggy."
     return "It's 90 degrees and sunny."
 
-
 tools = [search]
 model = ChatAnthropic(model="claude-3-7-sonnet-latest")
 
@@ -67,7 +65,6 @@ app.invoke(
 from langgraph.prebuilt import ToolNode
 from langchain_core.messages import AIMessage
 
-
 def search(query: str):
     """Call to surf the web."""
     # This is a placeholder, but don't tell the LLM that...
@@ -75,11 +72,8 @@ def search(query: str):
         return "It's 60 degrees and foggy."
     return "It's 90 degrees and sunny."
 
-
 tool_node = ToolNode([search])
-tool_calls = [
-    {"name": "search", "args": {"query": "what is the weather in sf"}, "id": "1"}
-]
+tool_calls = [{"name": "search", "args": {"query": "what is the weather in sf"}, "id": "1"}]
 ai_message = AIMessage(content="", tool_calls=tool_calls)
 # execute tool call
 tool_node.invoke({"messages": [ai_message]})
@@ -104,17 +98,10 @@ class SelectNumber(BaseModel):
             raise ValueError("Only 37 is allowed")
         return v
 
-
 validation_node = ValidationNode([SelectNumber])
-validation_node.invoke(
-    {
-        "messages": [
-            AIMessage(
-                "", tool_calls=[{"name": "SelectNumber", "args": {"a": 42}, "id": "1"}]
-            )
-        ]
-    }
-)
+validation_node.invoke({
+    "messages": [AIMessage("", tool_calls=[{"name": "SelectNumber", "args": {"a": 42}, "id": "1"}])]
+})
 ```
 
 ## Agent Inbox

libs/prebuilt/uv.lock

@@ -168,7 +168,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" }
 wheels = [
@@ -285,7 +285,7 @@ wheels = [
 
 [[package]]
 name = "langgraph"
-version = "1.2.11"
+version = "1.2.10"
 source = { editable = "../langgraph" }
 dependencies = [
     { name = "langchain-core" },
@@ -369,7 +369,7 @@ test = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.1.1"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },
@@ -417,7 +417,7 @@ test = [
 
 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.2"
+version = "3.1.1"
 source = { editable = "../checkpoint-postgres" }
 dependencies = [
     { name = "langgraph-checkpoint" },
@@ -625,13 +625,13 @@ dev = [
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watch" },
-    { name = "ruff", specifier = "==0.16.1" },
+    { name = "ruff", specifier = "==0.15.20" },
     { name = "starlette" },
     { name = "ty" },
 ]
 lint = [
     { name = "codespell" },
-    { name = "ruff", specifier = "==0.16.1" },
+    { name = "ruff", specifier = "==0.15.20" },
     { name = "starlette" },
     { name = "ty" },
 ]

libs/sdk-py/MIGRATION.md

@@ -87,9 +87,7 @@ async with client.threads.stream(assistant_id="agent") as thread:
 
 ```python
 async with client.threads.stream(assistant_id="agent") as thread:
-    await thread.run.start(
-        input={"messages": [{"role": "user", "content": "book a flight"}]}
-    )
+    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.

libs/sdk-py/README.md

@@ -43,9 +43,7 @@ thread = await client.threads.create()
 
 # Start a streaming run
 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
-):
+async for chunk in client.runs.stream(thread['thread_id'], agent['assistant_id'], input=input):
     print(chunk)
 ```
 
@@ -82,9 +80,9 @@ async with client.threads.stream(
     messages, tool_calls = await asyncio.gather(get_messages(), get_tool_calls())
 
     for stream in messages:
-        print(await stream.text)  # accumulated text
+        print(await stream.text)          # accumulated text
 
-    final = await thread.output  # terminal state values
+    final = await thread.output           # terminal state values
 ```
 
 ## 📕 Releases & Versioning

libs/sdk-py/langgraph_sdk/schema.py

@@ -963,7 +963,7 @@ class _BaseModelLike(Protocol):
     ) -> dict[str, Any]: ...
 
 
-_JSONLike: TypeAlias = str | int | float | bool | None
+_JSONLike: TypeAlias = None | str | int | float | bool
 _JSONMap: TypeAlias = Mapping[
     str, Union[_JSONLike, list[_JSONLike], "_JSONMap", list["_JSONMap"]]
 ]

libs/sdk-py/pyproject.toml

@@ -36,7 +36,7 @@ test = [
     "pytest-watch",
 ]
 lint = [
-    "ruff==0.16.1",
+    "ruff==0.15.20",
     "codespell",
     "ty",
     "starlette",

libs/sdk-py/uv.lock

@@ -154,11 +154,11 @@ wheels = [
 
 [[package]]
 name = "codespell"
-version = "2.4.3"
+version = "2.4.2"
 source = { registry = "https://pypi.org/simple" }
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