fix(cli): add monorepo commands to dockerfile

Co-authored-by: open-swe[bot] <open-swe@users.noreply.github.com>
chore(deps): bump websockets from 15.0.1 to 16.0 in /libs/sdk-py in the major group (#8253 )
2026-08-29 19:29:43 +02:00 · 2026-07-20 17:26:01 +00:00 · 2026-07-15 07:55:09 +00:00 · 2026-07-15 00:40:50 -07:00 · 2026-07-14 22:25:32 -07:00 · 2026-07-14 11:09:58 -04:00
16 changed files with 491 additions and 163 deletions
@@ -1 +1 @@
-__version__ = "0.4.30"
+__version__ = "0.4.31"
@@ -15,7 +15,11 @@ from langgraph_cli.analytics import log_command
 from langgraph_cli.config import Config
 from langgraph_cli.constants import DEFAULT_CONFIG, DEFAULT_PORT
 from langgraph_cli.deploy import deploy
-from langgraph_cli.docker import DockerCapabilities, build_docker_image
+from langgraph_cli.docker import (
+    DockerCapabilities,
+    build_docker_image,
+    get_config_to_docker_build_context,
+)
 from langgraph_cli.exec import Runner, subp_exec
 from langgraph_cli.progress import Progress
 from langgraph_cli.templates import TEMPLATE_HELP_STRING, create_new
@@ -546,6 +550,14 @@ tests
 )
@OPT_API_VERSION
@OPT_ENGINE_RUNTIME_MODE
+@click.option(
+    "--install-command",
+    help="Custom install command to run from the build context root. If not provided, auto-detects based on package manager files.",
+)
+@click.option(
+    "--build-command",
+    help="Custom build command to run from the langgraph.json directory. If not provided, uses default build process.",
+)
@log_command
 def dockerfile(
    save_path: str,
@@ -554,9 +566,24 @@ def dockerfile(
    base_image: str | None = None,
    api_version: str | None = None,
    engine_runtime_mode: str = "combined_queue_worker",
+    install_command: str | None = None,
+    build_command: str | None = None,
 ) -> None:
    from click import secho

+    if install_command and langgraph_cli.config.has_disallowed_build_command_content(
+        install_command
+    ):
+        raise click.UsageError(
+            "install_command contains disallowed characters or patterns."
+        )
+    if build_command and langgraph_cli.config.has_disallowed_build_command_content(
+        build_command
+    ):
+        raise click.UsageError(
+            "build_command contains disallowed characters or patterns."
+        )
+
    save_path = pathlib.Path(save_path).absolute()
    secho(f"🔍 Validating configuration at path: {config}", fg="yellow")
    config_json = langgraph_cli.config.validate_config_file(config)
@@ -569,12 +596,21 @@ def dockerfile(
            config_json, engine_runtime_mode=engine_runtime_mode
        )

+    build_context = get_config_to_docker_build_context(
+        config_json,
+        install_command=install_command,
+        build_command=build_command,
+    )
+
    secho(f"📝 Generating Dockerfile at {save_path}", fg="yellow")
    dockerfile_content, additional_contexts = langgraph_cli.config.config_to_docker(
        config_path=config,
        config=config_json,
        base_image=effective_base_image,
        api_version=api_version,
+        install_command=install_command,
+        build_command=build_command,
+        build_context=build_context,
    )
    with open(str(save_path), "w", encoding="utf-8") as f:
        f.write(dockerfile_content)
@@ -330,6 +330,20 @@ def compose(
    return compose_str


+def get_config_to_docker_build_context(
+    config_json: dict,
+    install_command: str | None = None,
+    build_command: str | None = None,
+) -> str | None:
+    """Return the build context passed to config_to_docker, if overridden."""
+    is_js_project = config_json.get("node_version") and not config_json.get(
+        "python_version"
+    )
+    if is_js_project and (build_command or install_command):
+        return str(pathlib.Path.cwd())
+    return None
+
+
 def build_docker_image(
    runner,
    set: Callable[[str], None],
@@ -365,16 +379,12 @@ def build_docker_image(
        "-t",
        tag,
    ]
-    # determine build context: use current directory for JS projects, config parent for Python
-    is_js_project = config_json.get("node_version") and not config_json.get(
-        "python_version"
+    config_to_docker_build_context = get_config_to_docker_build_context(
+        config_json,
+        install_command=install_command,
+        build_command=build_command,
    )
-    # build/install commands only apply to JS projects for now
-    # without install/build command, JS projects will follow the old behavior
-    if is_js_project and (build_command or install_command):
-        build_context = str(pathlib.Path.cwd())
-    else:
-        build_context = str(config.parent)
+    build_context = config_to_docker_build_context or str(config.parent)

    # Deep copy to avoid mutating the caller's config (config_to_docker
    # rewrites graph paths to container-internal paths in place).
@@ -386,7 +396,7 @@ def build_docker_image(
        api_version=api_version,
        install_command=install_command,
        build_command=build_command,
-        build_context=build_context,
+        build_context=config_to_docker_build_context,
    )
    # add additional_contexts
    if additional_contexts:
@@ -23,7 +23,7 @@ dependencies = [
 path = "langgraph_cli/__init__.py"
 [project.optional-dependencies]
 inmem = [
-    "langgraph-api>=0.5.35,<0.12.0 ; python_version >= '3.11'",
+    "langgraph-api>=0.5.35,<1.0.0 ; python_version >= '3.11'",
    "langgraph-runtime-inmem>=0.7 ; python_version >= '3.11'",
 ]

@@ -1088,6 +1088,82 @@ def test_dockerfile_command_with_api_version_nodejs() -> None:
            assert "FROM langchain/langgraphjs-api:0.2.74-node20" in dockerfile


+def test_dockerfile_command_nodejs_monorepo_commands() -> None:
+    runner = CliRunner()
+
+    with runner.isolated_filesystem():
+        root = pathlib.Path.cwd()
+        config_dir = root / "apps" / "agent"
+        graph_path = config_dir / "src" / "agent.ts"
+        graph_path.parent.mkdir(parents=True)
+        graph_path.touch()
+        (root / "package.json").write_text(
+            json.dumps({"packageManager": "pnpm@10.0.0"})
+        )
+        (root / "pnpm-lock.yaml").touch()
+        (root / "pnpm-workspace.yaml").write_text('packages:\n  - "apps/*"\n')
+        config_path = config_dir / "langgraph.json"
+        config_path.write_text(
+            json.dumps(
+                {
+                    "node_version": "20",
+                    "graphs": {"agent": "src/agent.ts:graph"},
+                    "image_distro": "wolfi",
+                }
+            )
+        )
+        save_path = root / "Dockerfile"
+
+        result = runner.invoke(
+            cli,
+            [
+                "dockerfile",
+                str(save_path),
+                "--config",
+                str(config_path),
+                "--install-command",
+                "pnpm install --frozen-lockfile",
+                "--build-command",
+                "pnpm run build",
+            ],
+        )
+
+        assert result.exit_code == 0, result.output
+        assert save_path.exists()
+        dockerfile = save_path.read_text()
+        container_root = f"/deps/{root.name}"
+        assert f"ADD . {container_root}" in dockerfile
+        assert f"WORKDIR {container_root}" in dockerfile
+        assert "RUN pnpm install --frozen-lockfile" in dockerfile
+        assert f"WORKDIR {container_root}/apps/agent" in dockerfile
+        assert "RUN pnpm run build" in dockerfile
+
+
+def test_dockerfile_command_rejects_disallowed_nodejs_commands() -> None:
+    runner = CliRunner()
+    config_content = {
+        "node_version": "20",
+        "graphs": {"agent": "agent.js:graph"},
+    }
+
+    with temporary_config_folder(config_content) as temp_dir:
+        (temp_dir / "agent.js").touch()
+        for option in ("--install-command", "--build-command"):
+            result = runner.invoke(
+                cli,
+                [
+                    "dockerfile",
+                    str(temp_dir / "Dockerfile"),
+                    "--config",
+                    str(temp_dir / "config.json"),
+                    option,
+                    "npm install; echo bad",
+                ],
+            )
+            assert result.exit_code != 0
+            assert "contains disallowed characters or patterns" in result.output
+
+
 def test_build_command_with_api_version() -> None:
    """Test the 'build' command with --api-version flag."""
    runner = CliRunner()
@@ -1135,7 +1135,7 @@ test = [
 requires-dist = [
    { name = "click", specifier = ">=8.1.7" },
    { name = "httpx", specifier = ">=0.24.0" },
-    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.12.0" },
+    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<1.0.0" },
    { name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.7" },
    { name = "langgraph-sdk", marker = "python_full_version >= '3.11'", specifier = ">=0.1.0" },
    { name = "pathspec", specifier = ">=0.11.0" },
@@ -1,7 +1,7 @@
 from __future__ import annotations

 import uuid
-from collections.abc import Callable, Mapping
+from collections.abc import Callable, Iterable, Mapping
 from datetime import datetime, timezone
 from typing import Any, cast

@@ -14,6 +14,7 @@ from langgraph.checkpoint.base.id import uuid6
 from langgraph.checkpoint.serde.types import _DeltaSnapshot

 from langgraph._internal._config import DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT
+from langgraph._internal._constants import PUSH
 from langgraph._internal._typing import MISSING
 from langgraph.channels.base import BaseChannel
 from langgraph.channels.delta import DeltaChannel
@@ -70,6 +71,81 @@ def delta_channels_to_snapshot(
    return result


+def get_updated_channels_from_tasks(
+    run_tasks: Iterable[Any],
+) -> set[str]:
+    """Channel names written by an update_state superstep (excluding PUSH)."""
+    return {c for task in run_tasks for c, _ in task.writes if c != PUSH}
+
+
+def get_delta_channels_from_all_channels(
+    channels: Mapping[str, BaseChannel],
+) -> set[str]:
+    """DeltaChannels to snapshot on the first update_state of a fresh thread."""
+    return {
+        k
+        for k, ch in channels.items()
+        if isinstance(ch, DeltaChannel) and ch.is_available()
+    }
+
+
+def create_metadata_for_update_state_api(
+    channels: Mapping[str, BaseChannel],
+    updated_channels: set[str],
+    *,
+    prev_metadata: Mapping[str, Any] | None,
+) -> dict[str, tuple[int, int]]:
+    """Advance ``counters_since_delta_snapshot`` for update_state on a non-fresh thread.
+
+    Mirrors the per-superstep counter bump in ``_loop._put_checkpoint``.
+    """
+    prev_counters = dict(
+        (prev_metadata or {}).get("counters_since_delta_snapshot") or {}
+    )
+    new_counters: dict[str, tuple[int, int]] = {}
+    for ch_name, ch in channels.items():
+        if not isinstance(ch, DeltaChannel):
+            continue
+        u, s = prev_counters.get(ch_name, (0, 0))
+        s += 1
+        if ch_name in updated_channels:
+            u += 1
+        new_counters[ch_name] = (u, s)
+    return new_counters
+
+
+def create_checkpoint_plan_for_update_state_api(
+    channels: Mapping[str, BaseChannel],
+    updated_channels: set[str],
+    *,
+    step: int,
+    parents: dict[str, Any],
+    saved_metadata: Mapping[str, Any] | None,
+    is_fresh_thread: bool,
+) -> tuple[set[str], dict[str, Any]]:
+    """Return ``(channels_to_snapshot, metadata)`` for an update_state head."""
+    metadata: dict[str, Any] = {
+        "source": "update",
+        "step": step,
+        "parents": parents,
+    }
+    if is_fresh_thread:
+        return get_delta_channels_from_all_channels(channels), metadata
+
+    new_counters = create_metadata_for_update_state_api(
+        channels,
+        updated_channels,
+        prev_metadata=saved_metadata,
+    )
+    channels_to_snapshot = delta_channels_to_snapshot(channels, new_counters)
+    for k in channels_to_snapshot:
+        new_counters[k] = (0, 0)
+    non_zero = {k: v for k, v in new_counters.items() if v != (0, 0)}
+    if non_zero:
+        metadata["counters_since_delta_snapshot"] = non_zero
+    return channels_to_snapshot, metadata
+
+
 def create_checkpoint(
    checkpoint: Checkpoint,
    channels: Mapping[str, BaseChannel] | None,
@@ -108,7 +108,6 @@ 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
@@ -133,7 +132,9 @@ from langgraph.pregel._checkpoint import (
    channels_from_checkpoint,
    copy_checkpoint,
    create_checkpoint,
+    create_checkpoint_plan_for_update_state_api,
    empty_checkpoint,
+    get_updated_channels_from_tasks,
 )
 from langgraph.pregel._draw import draw_graph
 from langgraph.pregel._io import map_input, read_channels
@@ -1996,13 +1997,14 @@ class Pregel(
                        },
                    ),
                )
-            # save task writes
-            for task_id, task in zip(run_task_ids, run_tasks):
-                # channel writes are saved to current checkpoint
-                channel_writes = [w for w in task.writes if w[0] != PUSH]
-                if saved and channel_writes:
-                    checkpointer.put_writes(checkpoint_config, channel_writes, task_id)
-            # apply to checkpoint and save
+            updated_channels = get_updated_channels_from_tasks(run_tasks)
+            if saved is not None:
+                for task_id, task in zip(run_task_ids, run_tasks):
+                    channel_writes = [w for w in task.writes if w[0] != PUSH]
+                    if channel_writes:
+                        checkpointer.put_writes(
+                            checkpoint_config, channel_writes, task_id
+                        )
            apply_writes(
                checkpoint,
                channels,
@@ -2010,35 +2012,35 @@ class Pregel(
                checkpointer.get_next_version,
                self.trigger_to_nodes,
            )
-            # On a fresh thread there is no ancestor to replay DeltaChannel
-            # writes from, so force a self-contained snapshot in the first
-            # checkpoint instead of relying on ancestor write-replay.
-            delta_snapshot = (
-                {
-                    k
-                    for k, ch in channels.items()
-                    if isinstance(ch, DeltaChannel) and ch.is_available()
-                }
-                if saved is None
-                else None
+            channels_to_snapshot, checkpoint_metadata = (
+                create_checkpoint_plan_for_update_state_api(
+                    channels,
+                    updated_channels,
+                    step=step + 1,
+                    parents=saved.metadata.get("parents", {}) if saved else {},
+                    saved_metadata=saved.metadata if saved else None,
+                    is_fresh_thread=saved is None,
+                )
            )
            checkpoint = create_checkpoint(
-                checkpoint, channels, step + 1, channels_to_snapshot=delta_snapshot
+                checkpoint,
+                channels,
+                step + 1,
+                updated_channels=updated_channels if channels_to_snapshot else None,
+                get_next_version=checkpointer.get_next_version
+                if channels_to_snapshot
+                else None,
+                channels_to_snapshot=channels_to_snapshot,
            )
            next_config = checkpointer.put(
                checkpoint_config,
                checkpoint,
-                {
-                    "source": "update",
-                    "step": step + 1,
-                    "parents": saved.metadata.get("parents", {}) if saved else {},
-                },
+                checkpoint_metadata,
                get_new_channel_versions(
                    checkpoint_previous_versions, checkpoint["channel_versions"]
                ),
            )
            for task_id, task in zip(run_task_ids, run_tasks):
-                # save push writes
                if push_writes := [w for w in task.writes if w[0] == PUSH]:
                    checkpointer.put_writes(next_config, push_writes, task_id)

@@ -2455,15 +2457,14 @@ class Pregel(
                        },
                    ),
                )
-            # save task writes
-            for task_id, task in zip(run_task_ids, run_tasks):
-                # channel writes are saved to current checkpoint
-                channel_writes = [w for w in task.writes if w[0] != PUSH]
-                if saved and channel_writes:
-                    await checkpointer.aput_writes(
-                        checkpoint_config, channel_writes, task_id
-                    )
-            # apply to checkpoint and save
+            updated_channels = get_updated_channels_from_tasks(run_tasks)
+            if saved is not None:
+                for task_id, task in zip(run_task_ids, run_tasks):
+                    channel_writes = [w for w in task.writes if w[0] != PUSH]
+                    if channel_writes:
+                        await checkpointer.aput_writes(
+                            checkpoint_config, channel_writes, task_id
+                        )
            apply_writes(
                checkpoint,
                channels,
@@ -2471,36 +2472,35 @@ class Pregel(
                checkpointer.get_next_version,
                self.trigger_to_nodes,
            )
-            # On a fresh thread there is no ancestor to replay DeltaChannel
-            # writes from, so force a self-contained snapshot in the first
-            # checkpoint instead of relying on ancestor write-replay.
-            delta_snapshot = (
-                {
-                    k
-                    for k, ch in channels.items()
-                    if isinstance(ch, DeltaChannel) and ch.is_available()
-                }
-                if saved is None
-                else None
+            channels_to_snapshot, checkpoint_metadata = (
+                create_checkpoint_plan_for_update_state_api(
+                    channels,
+                    updated_channels,
+                    step=step + 1,
+                    parents=saved.metadata.get("parents", {}) if saved else {},
+                    saved_metadata=saved.metadata if saved else None,
+                    is_fresh_thread=saved is None,
+                )
            )
            checkpoint = create_checkpoint(
-                checkpoint, channels, step + 1, channels_to_snapshot=delta_snapshot
+                checkpoint,
+                channels,
+                step + 1,
+                updated_channels=updated_channels if channels_to_snapshot else None,
+                get_next_version=checkpointer.get_next_version
+                if channels_to_snapshot
+                else None,
+                channels_to_snapshot=channels_to_snapshot,
            )
-            # save checkpoint, after applying writes
            next_config = await checkpointer.aput(
                checkpoint_config,
                checkpoint,
-                {
-                    "source": "update",
-                    "step": step + 1,
-                    "parents": saved.metadata.get("parents", {}) if saved else {},
-                },
+                checkpoint_metadata,
                get_new_channel_versions(
                    checkpoint_previous_versions, checkpoint["channel_versions"]
                ),
            )
            for task_id, task in zip(run_task_ids, run_tasks):
-                # save push writes
                if push_writes := [w for w in task.writes if w[0] == PUSH]:
                    await checkpointer.aput_writes(next_config, push_writes, task_id)
            return patch_checkpoint_map(next_config, saved.metadata if saved else None)
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph"
-version = "1.2.8"
+version = "1.2.9"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"
@@ -1,23 +1,19 @@
 """Tests for `update_state` / `aupdate_state` against `DeltaChannel`.

-Originally a regression suite for deepagents#3774 — `update_state` on a *fresh*
-thread silently dropped the first write to a `DeltaChannel`-backed channel
-because channel writes were only persisted when a previous checkpoint existed
-and no snapshot was written either, so the checkpoint reconstructed to empty.
+Regression suite for deepagents#3774 and Postgres read-path compatibility.

-Fixed by forcing a self-contained `_DeltaSnapshot` blob into the first
-checkpoint on a fresh thread (`saved is None`), so the value is stored inline
-and no ancestor write-replay is required. This keeps the read/replay path
-untouched.
+Fresh-thread ``update_state`` force-snapshots DeltaChannels (1.2.8). Non-fresh
+``update_state`` persists ``checkpoint_writes`` on the parent, advances
+``counters_since_delta_snapshot`` on the new head, and snapshots when a
+channel reaches ``snapshot_frequency`` (mirroring normal run cadence).

 Coverage:

-* fresh-thread regression: single `update_state` writes a message and reads back
-* non-fresh thread: `update_state` after `invoke`, after another `update_state`,
-  and `bulk_update_state` with multiple per-superstep updates
-* update-by-id end-to-end via `update_state` (DeltaChannel reducer semantics)
-* state-history chain shape on a fresh thread (single self-contained update
-  checkpoint with the snapshot inline and no parent)
+* fresh-thread regression: single ``update_state`` writes a message and reads back
+* non-fresh thread: ``update_state`` after ``invoke``, after another ``update_state``,
+  and ``bulk_update_state`` with multiple per-superstep updates
+* update-by-id end-to-end via ``update_state`` (DeltaChannel reducer semantics)
+* fresh-thread head is snapshotted; non-fresh heads carry delta replay counters
 """

 from typing import Annotated, Any
@@ -25,6 +21,7 @@ from typing import Annotated, Any
 import pytest
 from langchain_core.messages import HumanMessage
 from langgraph.checkpoint.memory import InMemorySaver
+from langgraph.checkpoint.serde.types import _DeltaSnapshot
 from typing_extensions import TypedDict

 from langgraph.channels.delta import DeltaChannel
@@ -34,13 +31,20 @@ from langgraph.graph.message import _messages_delta_reducer
 pytestmark = pytest.mark.anyio


-def _build_graph(checkpointer: InMemorySaver, *, two_nodes: bool = False) -> Any:
+def _build_graph(
+    checkpointer: InMemorySaver,
+    *,
+    two_nodes: bool = False,
+    snapshot_frequency: int = 1000,
+) -> Any:
    """Compile a minimal DeltaChannel-backed `messages` graph.

    `two_nodes=True` adds a second writer node so `bulk_update_state` can route
    distinct updates to different `as_node` values within a single superstep.
    """
-    channel = DeltaChannel(_messages_delta_reducer)
+    channel = DeltaChannel(
+        _messages_delta_reducer, snapshot_frequency=snapshot_frequency
+    )
    State = TypedDict("State", {"messages": Annotated[list, channel]})  # type: ignore[call-overload]  # noqa: UP013

    def model(state: dict) -> dict:
@@ -90,14 +94,30 @@ async def test_aupdate_state_fresh_thread_delta_channel() -> None:
    assert [m.content for m in state.values["messages"]] == ["hello"]


+def test_fresh_update_state_head_snapshots_delta_channel() -> None:
+    saver = InMemorySaver()
+    graph = _build_graph(saver)
+    config = {"configurable": {"thread_id": "fresh-head-snapshot"}}
+
+    graph.update_state(
+        config,
+        {"messages": [HumanMessage(content="hello", id="m1")]},
+        as_node="model",
+    )
+
+    head = saver.get_tuple(config)
+    assert head is not None
+    assert isinstance(head.checkpoint["channel_values"].get("messages"), _DeltaSnapshot)
+    assert head.metadata is not None
+    assert "counters_since_delta_snapshot" not in head.metadata
+
+
 # ---------------------------------------------------------------------------
 # Non-fresh thread: update_state after invoke
 # ---------------------------------------------------------------------------


 def test_update_state_after_invoke_delta_channel() -> None:
-    """The non-fresh-thread path was already working before the fix; pin it
-    down so the forced-snapshot change for fresh threads doesn't regress it."""
    saver = InMemorySaver()
    graph = _build_graph(saver)
    config = {"configurable": {"thread_id": "after-invoke-sync"}}
@@ -113,6 +133,12 @@ def test_update_state_after_invoke_delta_channel() -> None:
    assert [m.content for m in state.values["messages"]] == ["seed", "appended"]
    assert [m.id for m in state.values["messages"]] == ["m1", "m2"]

+    head = saver.get_tuple(config)
+    assert head is not None
+    assert "messages" not in head.checkpoint["channel_values"]
+    assert head.metadata is not None
+    assert head.metadata["counters_since_delta_snapshot"]["messages"] == [2, 4]
+

 async def test_aupdate_state_after_invoke_delta_channel() -> None:
    saver = InMemorySaver()
@@ -136,9 +162,6 @@ async def test_aupdate_state_after_invoke_delta_channel() -> None:


 def test_consecutive_update_states_delta_channel() -> None:
-    """First update_state forces a self-contained snapshot seed; the second
-    sees a real parent (`saved is not None`) and anchors its writes under that
-    seed. Both messages must round-trip in chronological order."""
    saver = InMemorySaver()
    graph = _build_graph(saver)
    config = {"configurable": {"thread_id": "consecutive-sync"}}
@@ -158,6 +181,39 @@ def test_consecutive_update_states_delta_channel() -> None:
    assert [m.content for m in state.values["messages"]] == ["first", "second"]
    assert [m.id for m in state.values["messages"]] == ["m1", "m2"]

+    head = saver.get_tuple(config)
+    assert head is not None
+    assert "messages" not in head.checkpoint["channel_values"]
+    assert head.metadata is not None
+    assert head.metadata["counters_since_delta_snapshot"]["messages"] == [1, 1]
+
+
+def test_update_state_snapshots_at_frequency() -> None:
+    """Non-fresh update_state snapshots when counters reach snapshot_frequency."""
+    saver = InMemorySaver()
+    graph = _build_graph(saver, snapshot_frequency=1)
+    config = {"configurable": {"thread_id": "snapshot-at-freq"}}
+
+    graph.update_state(
+        config,
+        {"messages": [HumanMessage(content="first", id="m1")]},
+        as_node="model",
+    )
+    graph.update_state(
+        config,
+        {"messages": [HumanMessage(content="second", id="m2")]},
+        as_node="model",
+    )
+
+    state = graph.get_state(config)
+    assert [m.content for m in state.values["messages"]] == ["first", "second"]
+
+    head = saver.get_tuple(config)
+    assert head is not None
+    assert isinstance(head.checkpoint["channel_values"].get("messages"), _DeltaSnapshot)
+    assert head.metadata is not None
+    assert "counters_since_delta_snapshot" not in head.metadata
+

 async def test_aconsecutive_update_states_delta_channel() -> None:
    saver = InMemorySaver()
@@ -255,7 +311,7 @@ def test_bulk_update_state_multi_task_per_superstep_delta_channel() -> None:


 # ---------------------------------------------------------------------------
-# Public-API observation of the forced-snapshot mechanism
+# Public-API observation of fresh-thread checkpoint shape
 # ---------------------------------------------------------------------------


@@ -1438,7 +1438,7 @@ wheels = [

 [[package]]
 name = "langgraph"
-version = "1.2.8"
+version = "1.2.9"
 source = { editable = "." }
 dependencies = [
    { name = "langchain-core" },
@@ -1782,7 +1782,7 @@ inmem = [
 requires-dist = [
    { name = "click", specifier = ">=8.1.7" },
    { name = "httpx", specifier = ">=0.24.0" },
-    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.12.0" },
+    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<1.0.0" },
    { name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.7" },
    { name = "langgraph-sdk", marker = "python_full_version >= '3.11'", specifier = ">=0.1.0" },
    { name = "pathspec", specifier = ">=0.11.0" },
@@ -2067,14 +2067,14 @@ wheels = [

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

 [[package]]
@@ -3401,11 +3401,11 @@ wheels = [

 [[package]]
 name = "soupsieve"
-version = "2.8.1"
+version = "2.8.4"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/89/23/adf3796d740536d63a6fbda113d07e60c734b6ed5d3058d1e47fc0495e47/soupsieve-2.8.1.tar.gz", hash = "sha256:4cf733bc50fa805f5df4b8ef4740fc0e0fa6218cf3006269afd3f9d6d80fd350", size = 117856, upload-time = "2025-12-18T13:50:34.655Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/47/2c/0a5f6f8ee0d5589e48c7640213ed5175d52cf540a06725b628cc1a45d6ce/soupsieve-2.8.4.tar.gz", hash = "sha256:e121fd02e975c695e4e9e8774a5ee35d74714b59307868dcc5319ad2d9e3328e", size = 121110, upload-time = "2026-05-24T13:55:57.154Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/5e/f5/0c41cb68dcae6b7de4fac4188a3a9589e21fb31df21ea3a2e888db95e6c9/soupsieve-2.8.4-py3-none-any.whl", hash = "sha256:e7e6b0769c8f51ed59acab6e994b00621096cfb1c640a7509295987388fbaf65", size = 37304, upload-time = "2026-05-24T13:55:55.406Z" },
 ]

 [[package]]
@@ -285,7 +285,7 @@ wheels = [

 [[package]]
 name = "langgraph"
-version = "1.2.8"
+version = "1.2.9"
 source = { editable = "../langgraph" }
 dependencies = [
    { name = "langchain-core" },
@@ -8,7 +8,11 @@ from datetime import datetime, tzinfo
 from typing import Any

 from langgraph_sdk._async.http import HttpClient
-from langgraph_sdk._shared.utilities import _quote_path_param, _resolve_timezone
+from langgraph_sdk._shared.utilities import (
+    NOT_PROVIDED,
+    _quote_path_param,
+    _resolve_timezone,
+)
 from langgraph_sdk.schema import (
    All,
    Config,
@@ -324,7 +328,7 @@ class CronClient:
        cron_id: str,
        *,
        schedule: str | None = None,
-        end_time: datetime | None = None,
+        end_time: datetime | None = NOT_PROVIDED,
        input: Input | None = None,
        metadata: Mapping[str, Any] | None = None,
        config: Config | None = None,
@@ -348,7 +352,8 @@ class CronClient:
            cron_id: The cron ID to update.
            schedule: The cron schedule to execute this job on.
                Schedules are interpreted in UTC unless a timezone is specified.
-            end_time: The end date to stop running the cron.
+            end_time: The end date to stop running the cron. Pass ``None`` to
+                clear a previously set end time; omit to leave it unchanged.
            input: The input to the graph.
            metadata: Metadata to assign to the cron job runs.
            config: The configuration for the assistant.
@@ -386,7 +391,6 @@ class CronClient:
        """
        payload = {
            "schedule": schedule,
-            "end_time": end_time.isoformat() if end_time else None,
            "input": input,
            "metadata": metadata,
            "config": config,
@@ -403,6 +407,10 @@ class CronClient:
            "durability": durability,
        }
        payload = {k: v for k, v in payload.items() if v is not None}
+        # An explicit end_time=None clears the end time; NOT_PROVIDED leaves it
+        # unchanged. Inject after the None-strip so the explicit null survives.
+        if end_time is not NOT_PROVIDED:
+            payload["end_time"] = end_time.isoformat() if end_time is not None else None
        return await self.http.patch(
            f"/runs/crons/{_quote_path_param(cron_id)}",
            json=payload,
@@ -7,7 +7,11 @@ from collections.abc import Mapping, Sequence
 from datetime import datetime, tzinfo
 from typing import Any

-from langgraph_sdk._shared.utilities import _quote_path_param, _resolve_timezone
+from langgraph_sdk._shared.utilities import (
+    NOT_PROVIDED,
+    _quote_path_param,
+    _resolve_timezone,
+)
 from langgraph_sdk._sync.http import SyncHttpClient
 from langgraph_sdk.schema import (
    All,
@@ -313,7 +317,7 @@ class SyncCronClient:
        cron_id: str,
        *,
        schedule: str | None = None,
-        end_time: datetime | None = None,
+        end_time: datetime | None = NOT_PROVIDED,
        input: Input | None = None,
        metadata: Mapping[str, Any] | None = None,
        config: Config | None = None,
@@ -337,7 +341,8 @@ class SyncCronClient:
            cron_id: The cron ID to update.
            schedule: The cron schedule to execute this job on.
                Schedules are interpreted in UTC unless a timezone is specified.
-            end_time: The end date to stop running the cron.
+            end_time: The end date to stop running the cron. Pass ``None`` to
+                clear a previously set end time; omit to leave it unchanged.
            input: The input to the graph.
            metadata: Metadata to assign to the cron job runs.
            config: The configuration for the assistant.
@@ -375,7 +380,6 @@ class SyncCronClient:
        """
        payload = {
            "schedule": schedule,
-            "end_time": end_time.isoformat() if end_time else None,
            "input": input,
            "metadata": metadata,
            "config": config,
@@ -392,6 +396,10 @@ class SyncCronClient:
            "durability": durability,
        }
        payload = {k: v for k, v in payload.items() if v is not None}
+        # An explicit end_time=None clears the end time; NOT_PROVIDED leaves it
+        # unchanged. Inject after the None-strip so the explicit null survives.
+        if end_time is not NOT_PROVIDED:
+            payload["end_time"] = end_time.isoformat() if end_time is not None else None
        return self.http.patch(
            f"/runs/crons/{_quote_path_param(cron_id)}",
            json=payload,
@@ -396,6 +396,32 @@ async def test_async_update_with_end_time():
    assert result == cron


+@pytest.mark.asyncio
+async def test_async_update_clears_end_time():
+    """Test that CronClient.update sends an explicit null end_time to clear it."""
+    cron = _cron_response()
+
+    async def handler(request: httpx.Request) -> httpx.Response:
+        assert request.method == "PATCH"
+        assert request.url.path == "/runs/crons/cron_123"
+
+        body = json.loads(request.content)
+        assert "end_time" in body  # Explicit None must survive the None-strip
+        assert body["end_time"] is None
+
+        return httpx.Response(200, json=cron)
+
+    transport = httpx.MockTransport(handler)
+    async with httpx.AsyncClient(
+        transport=transport, base_url="https://example.com"
+    ) as client:
+        http_client = HttpClient(client)
+        cron_client = CronClient(http_client)
+        result = await cron_client.update(cron_id="cron_123", end_time=None)
+
+    assert result == cron
+
+
 def test_sync_update():
    """Test that SyncCronClient.update works with schedule and enabled parameters."""
    cron = _cron_response()
@@ -456,6 +482,29 @@ def test_sync_update_with_end_time():
    assert result == cron


+def test_sync_update_clears_end_time():
+    """Test that SyncCronClient.update sends an explicit null end_time to clear it."""
+    cron = _cron_response()
+
+    def handler(request: httpx.Request) -> httpx.Response:
+        assert request.method == "PATCH"
+        assert request.url.path == "/runs/crons/cron_123"
+
+        body = json.loads(request.content)
+        assert "end_time" in body  # Explicit None must survive the None-strip
+        assert body["end_time"] is None
+
+        return httpx.Response(200, json=cron)
+
+    transport = httpx.MockTransport(handler)
+    with httpx.Client(transport=transport, base_url="https://example.com") as client:
+        http_client = SyncHttpClient(client)
+        cron_client = SyncCronClient(http_client)
+        result = cron_client.update(cron_id="cron_123", end_time=None)
+
+    assert result == cron
+
+
@pytest.mark.parametrize(
    "enabled_value",
    [True, False],
@@ -298,7 +298,7 @@ wheels = [

 [[package]]
 name = "langgraph"
-version = "1.2.8"
+version = "1.2.9"
 source = { editable = "../langgraph" }
 dependencies = [
    { name = "langchain-core" },
@@ -1233,61 +1233,70 @@ wheels = [

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+version = "16.0"
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