release(langgraph): 1.2.21

## Summary

- remove the `--debugger-port` and `--debugger-base-url` options from
`langgraph up`
- stop generating a `langgraph-debugger` Compose service that pulls
`langchain/langgraph-debugger`
- remove obsolete debugger telemetry and update CLI Compose tests
- continue linking to hosted LangGraph Studio after local startup
- keep the CLI integration runner aligned with the updated Compose
helper signature

## Context

The `langgraph-debugger` image build and publication path was
intentionally removed but the CLI retained an optional pull of that
discontinued image. This removes the stale downstream dependency so the
orphaned image repositories can be retired instead of rebuilt.

## Test plan

- `make format` in `libs/cli`
- `make lint` in `libs/cli`
- focused Compose and `prepare_args_and_stdin` tests in `libs/cli` (21
passed)
- integration runner arguments validated against the
`prepare_args_and_stdin` signature

Made by [Open
SWE](https://openswe.vercel.app/agents/01a97680-6014-bba5-1bc3-6378f886a120)

---------

Co-authored-by: langsmith-fleet[bot] <langsmith-fleet[bot]@users.noreply.github.com>
Co-authored-by: open-swe[bot] <open-swe@users.noreply.github.com>

.github/scripts/run_langgraph_cli_test.py

@@ -32,8 +32,6 @@ def test(config: pathlib.Path, port: int, tag: str, verbose: bool):
             docker_compose=None,
             port=port,
             watch=False,
-            debugger_port=None,
-            debugger_base_url=f"http://127.0.0.1:{port}",
             postgres_uri=None,
             api_version=None,
             image=tag,
@@ -173,5 +171,5 @@ if __name__ == "__main__":
     except BaseException:
         logger.exception("Test failed")
         raise
-    
+
     logger.info("Test execution finished")

libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/__init__.py

@@ -4,7 +4,7 @@ import json
 import random
 import sqlite3
 import threading
-from collections.abc import AsyncIterator, Iterator, Mapping, Sequence
+from collections.abc import AsyncIterator, Generator, Iterator, Mapping, Sequence
 from contextlib import closing, contextmanager
 from typing import Any, cast
 
@@ -101,7 +101,7 @@ class SqliteSaver(BaseCheckpointSaver[str]):
 
     @classmethod
     @contextmanager
-    def from_conn_string(cls, conn_string: str) -> Iterator[SqliteSaver]:
+    def from_conn_string(cls, conn_string: str) -> Generator[SqliteSaver, None, None]:
         """Create a new SqliteSaver instance from a connection string.
 
         Args:
@@ -185,7 +185,7 @@ class SqliteSaver(BaseCheckpointSaver[str]):
         self.is_setup = True
 
     @contextmanager
-    def cursor(self, transaction: bool = True) -> Iterator[sqlite3.Cursor]:
+    def cursor(self, transaction: bool = True) -> Generator[sqlite3.Cursor, None, None]:
         """Get a cursor for the SQLite database.
 
         This method returns a cursor for the SQLite database. It is used internally

libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/aio.py

@@ -4,7 +4,14 @@ import asyncio
 import json
 import random
 import threading
-from collections.abc import AsyncIterator, Callable, Iterator, Mapping, Sequence
+from collections.abc import (
+    AsyncGenerator,
+    AsyncIterator,
+    Callable,
+    Iterator,
+    Mapping,
+    Sequence,
+)
 from contextlib import asynccontextmanager
 from typing import Any, TypeVar, cast
 
@@ -137,7 +144,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
     @asynccontextmanager
     async def from_conn_string(
         cls, conn_string: str
-    ) -> AsyncIterator[AsyncSqliteSaver]:
+    ) -> AsyncGenerator[AsyncSqliteSaver, None]:
         """Create a new AsyncSqliteSaver instance from a connection string.
 
         Args:

libs/checkpoint-sqlite/langgraph/store/sqlite/aio.py

@@ -3,7 +3,7 @@ from __future__ import annotations
 import asyncio
 import logging
 from collections import defaultdict
-from collections.abc import AsyncIterator, Callable, Iterable, Sequence
+from collections.abc import AsyncGenerator, Callable, Iterable, Sequence
 from contextlib import asynccontextmanager
 from types import TracebackType
 from typing import Any, cast
@@ -128,7 +128,7 @@ class AsyncSqliteStore(AsyncBatchedBaseStore, BaseSqliteStore):
         *,
         index: SqliteIndexConfig | None = None,
         ttl: TTLConfig | None = None,
-    ) -> AsyncIterator[AsyncSqliteStore]:
+    ) -> AsyncGenerator[AsyncSqliteStore, None]:
         """Create a new AsyncSqliteStore instance from a connection string.
 
         Args:
@@ -223,7 +223,7 @@ class AsyncSqliteStore(AsyncBatchedBaseStore, BaseSqliteStore):
     @asynccontextmanager
     async def _cursor(
         self, *, transaction: bool = True
-    ) -> AsyncIterator[aiosqlite.Cursor]:
+    ) -> AsyncGenerator[aiosqlite.Cursor, None]:
         """Get a cursor for the SQLite database.
 
         Args:

libs/checkpoint-sqlite/langgraph/store/sqlite/base.py

@@ -7,7 +7,7 @@ import re
 import sqlite3
 import threading
 from collections import defaultdict
-from collections.abc import Callable, Iterable, Iterator, Mapping, Sequence
+from collections.abc import Callable, Generator, Iterable, Mapping, Sequence
 from contextlib import contextmanager
 from typing import Any, Literal, NamedTuple, cast
 
@@ -1017,7 +1017,7 @@ class SqliteStore(BaseSqliteStore, BaseStore):
         *,
         index: SqliteIndexConfig | None = None,
         ttl: TTLConfig | None = None,
-    ) -> Iterator[SqliteStore]:
+    ) -> Generator[SqliteStore, None, None]:
         """Create a new SqliteStore instance from a connection string.
 
         Args:
@@ -1039,7 +1039,9 @@ class SqliteStore(BaseSqliteStore, BaseStore):
             conn.close()
 
     @contextmanager
-    def _cursor(self, *, transaction: bool = True) -> Iterator[sqlite3.Cursor]:
+    def _cursor(
+        self, *, transaction: bool = True
+    ) -> Generator[sqlite3.Cursor, None, None]:
         """Create a database cursor as a context manager.
 
         Args:

libs/checkpoint-sqlite/tests/test_async_store.py

@@ -2,7 +2,7 @@ import asyncio
 import os
 import tempfile
 import uuid
-from collections.abc import AsyncIterator, Generator, Iterable
+from collections.abc import AsyncGenerator, AsyncIterator, Generator, Iterable
 from contextlib import asynccontextmanager
 from typing import cast
 
@@ -53,7 +53,7 @@ async def create_vector_store(
     fake_embeddings: CharacterEmbeddings,
     conn_string: str = ":memory:",
     text_fields: list[str] | None = None,
-) -> AsyncIterator[AsyncSqliteStore]:
+) -> AsyncGenerator[AsyncSqliteStore, None]:
     """Create an AsyncSqliteStore with vector search capabilities."""
     index_config: SqliteIndexConfig = {
         "dims": fake_embeddings.dims,

libs/checkpoint-sqlite/tests/test_delta_channel_migration.py

@@ -29,7 +29,7 @@ pytest.importorskip("langgraph.channels.delta", reason="langgraph core not insta
 pytest.importorskip("langgraph.channels.binop", reason="langgraph core not installed")
 pytest.importorskip("langgraph.graph", reason="langgraph core not installed")
 
-from langgraph.channels.binop import BinaryOperatorAggregate  # type: ignore[import-untyped]  # noqa: I001
+from langgraph.channels.binop import BinaryOperatorAggregate  # type: ignore[import-untyped]
 from langgraph.channels.delta import DeltaChannel  # type: ignore[import-untyped]
 from langgraph.graph import END, START, StateGraph  # type: ignore[import-untyped]
 from typing_extensions import TypedDict

libs/checkpoint-sqlite/tests/test_get_delta_channel_history.py

@@ -32,7 +32,7 @@ from langchain_core.runnables import RunnableConfig
 pytest.importorskip("langgraph.channels.delta", reason="langgraph core not installed")
 pytest.importorskip("langgraph.graph", reason="langgraph core not installed")
 
-from langgraph.channels.delta import DeltaChannel  # type: ignore[import-untyped]  # noqa: I001
+from langgraph.channels.delta import DeltaChannel  # type: ignore[import-untyped]
 from langgraph.checkpoint.serde.types import _DeltaSnapshot
 from langgraph.graph import END, START, StateGraph  # type: ignore[import-untyped]
 from typing_extensions import TypedDict

libs/checkpoint-sqlite/uv.lock

@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 5
 requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.15'",
@@ -751,7 +751,7 @@ wheels = [
 
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+version = "9.2.0"
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@@ -762,35 +762,35 @@ dependencies = [
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+    { url = "https://files.pythonhosted.org/packages/d6/f0/b65fa6ccde2d629e25031bf2cc2d21ac7b50ee6e0e3d29a5f471c4686c54/ty-0.0.94-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:d0960eb71220300655d67db91073fd180f385186b1d186e76faa2fd3ae5bd10f", size = 14280351, upload-time = "2026-10-28T18:05:52.521Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/d2/5c901ad5e4f5444852b002b1f4dd3a0b470039305c688facc0483bfccd1a/ty-0.0.94-py3-none-musllinux_1_2_i686.whl", hash = "sha256:ab04c14bca92ab92106ceaa19a962a80998389700cf7938576ba3936a304355d", size = 14611163, upload-time = "2026-10-28T18:05:55.208Z" },
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+    { url = "https://files.pythonhosted.org/packages/51/13/804b1f993bf84a819385f8b440fbc4b894499e2c20d865cd74d69327e7b8/ty-0.0.94-py3-none-win32.whl", hash = "sha256:3212dcf30b7567f2bb65a83cdfc4818a5385f82e7afddd83548b0d84e759057e", size = 13448009, upload-time = "2026-10-28T18:06:01.111Z" },
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+    { url = "https://files.pythonhosted.org/packages/d7/d4/ac3a759556493230823abd31e149c95401f96b9cac36567bd403a8454ea3/ty-0.0.94-py3-none-win_arm64.whl", hash = "sha256:ce344353ccdc542cfcfd6abe1481cf23c005f483411ea79652b78ce0beae36f2", size = 13547398, upload-time = "2026-10-28T18:06:06.379Z" },
 ]
 
 [[package]]

libs/cli/langgraph_cli/analytics.py

@@ -48,9 +48,6 @@ def get_anonymized_params(
     if kwargs.get("docker_compose"):
         params["docker_compose"] = True
 
-    if kwargs.get("debugger_port"):
-        params["debugger_port"] = True
-
     if kwargs.get("postgres_uri"):
         params["postgres_uri"] = True
 

libs/cli/langgraph_cli/cli.py

@@ -5,6 +5,7 @@ import pathlib
 import shutil
 import sys
 from collections.abc import Sequence
+from urllib.parse import SplitResult, urlencode, urlsplit, urlunsplit
 
 import click
 import click.exceptions
@@ -140,17 +141,6 @@ OPT_VERBOSE = click.option(
     help="Show more output from the server logs",
 )
 OPT_WATCH = click.option("--watch", is_flag=True, help="Restart on file changes")
-OPT_DEBUGGER_PORT = click.option(
-    "--debugger-port",
-    type=int,
-    help="Pull the debugger image locally and serve the UI on specified port",
-)
-OPT_DEBUGGER_BASE_URL = click.option(
-    "--debugger-base-url",
-    type=str,
-    help="URL used by the debugger to access LangGraph API. Defaults to http://127.0.0.1:[PORT]",
-)
-
 OPT_POSTGRES_URI = click.option(
     "--postgres-uri",
     help="Postgres URI to use for the database. Defaults to launching a local database",
@@ -242,18 +232,94 @@ cli.add_command(deploy)
 # ---------------------------------------------------------------------------
 
 
+def _validated_http_url(value: str, option_name: str) -> SplitResult:
+    try:
+        parsed = urlsplit(value)
+        hostname = parsed.hostname
+        _ = parsed.port
+    except ValueError as exc:
+        raise click.UsageError(
+            f"{option_name} must be a valid HTTP(S) URL without credentials."
+        ) from exc
+
+    if (
+        value != value.strip()
+        or parsed.scheme not in {"http", "https"}
+        or not parsed.netloc
+        or not hostname
+        or parsed.username is not None
+        or parsed.password is not None
+    ):
+        raise click.UsageError(
+            f"{option_name} must be a valid HTTP(S) URL without credentials."
+        )
+    return parsed
+
+
+def _studio_link(
+    *,
+    port: int,
+    studio_url: str | None,
+    api_url: str | None,
+    debugger_base_url: str | None,
+) -> str:
+    if debugger_base_url is not None:
+        if api_url is not None and api_url != debugger_base_url:
+            raise click.UsageError(
+                "--api-url and --debugger-base-url cannot specify different URLs."
+            )
+        click.echo(
+            "Warning: --debugger-base-url is deprecated; use --api-url instead.",
+            err=True,
+        )
+        api_url = debugger_base_url
+
+    studio_url = "https://smith.langchain.com" if studio_url is None else studio_url
+    api_url = f"http://127.0.0.1:{port}" if api_url is None else api_url
+    studio_parts = _validated_http_url(studio_url, "--studio-url")
+    _validated_http_url(api_url, "--api-url")
+    if studio_parts.query or studio_parts.fragment:
+        raise click.UsageError(
+            "--studio-url must not include a query string or fragment."
+        )
+
+    studio_path = f"{studio_parts.path.rstrip('/')}/studio/"
+    return urlunsplit(
+        studio_parts._replace(
+            path=studio_path,
+            query=urlencode({"baseUrl": api_url}),
+        )
+    )
+
+
 @OPT_RECREATE
 @OPT_PULL
 @OPT_PORT
 @OPT_DOCKER_COMPOSE
 @OPT_CONFIG
 @OPT_VERBOSE
-@OPT_DEBUGGER_PORT
-@OPT_DEBUGGER_BASE_URL
 @OPT_WATCH
 @OPT_POSTGRES_URI
 @OPT_API_VERSION
 @OPT_ENGINE_RUNTIME_MODE
+@click.option(
+    "--studio-url",
+    type=str,
+    default=None,
+    help="URL of the LangGraph Studio instance. Defaults to https://smith.langchain.com",
+)
+@click.option(
+    "--api-url",
+    type=str,
+    default=None,
+    help="URL that LangGraph Studio uses to access the API. Defaults to http://127.0.0.1:[PORT]",
+)
+@click.option(
+    "--debugger-base-url",
+    type=str,
+    default=None,
+    hidden=True,
+)
 @click.option(
     "--image",
     type=str,
@@ -284,14 +350,21 @@ def up(
     watch: bool,
     wait: bool,
     verbose: bool,
-    debugger_port: int | None,
-    debugger_base_url: str | None,
     postgres_uri: str | None,
     api_version: str | None,
     engine_runtime_mode: str,
+    studio_url: str | None,
+    api_url: str | None,
+    debugger_base_url: str | None,
     image: str | None,
     base_image: str | None,
 ):
+    studio_link = _studio_link(
+        port=port,
+        studio_url=studio_url,
+        api_url=api_url,
+        debugger_base_url=debugger_base_url,
+    )
     click.secho("Starting LangGraph API server...", fg="green")
     click.secho(
         """For local dev, requires env var LANGSMITH_API_KEY with access to LangSmith Deployment.
@@ -308,8 +381,6 @@ For production use, requires a license key in env var LANGGRAPH_CLOUD_LICENSE_KE
             pull=pull,
             watch=watch,
             verbose=verbose,
-            debugger_port=debugger_port,
-            debugger_base_url=debugger_base_url,
             postgres_uri=postgres_uri,
             api_version=api_version,
             engine_runtime_mode=engine_runtime_mode,
@@ -337,20 +408,12 @@ For production use, requires a license key in env var LANGGRAPH_CLOUD_LICENSE_KE
             if "unpacking to docker.io" in line:
                 set("Starting...")
             elif "Application startup complete" in line:
-                debugger_origin = (
-                    f"http://localhost:{debugger_port}"
-                    if debugger_port
-                    else "https://smith.langchain.com"
-                )
-                debugger_base_url_query = (
-                    debugger_base_url or f"http://127.0.0.1:{port}"
-                )
                 set("")
                 sys.stdout.write(
                     f"""Ready!
 - API: http://localhost:{port}
 - Docs: http://localhost:{port}/docs
-- LangGraph Studio: {debugger_origin}/studio/?baseUrl={debugger_base_url_query}
+- LangGraph Studio: {studio_link}
 """
                 )
                 sys.stdout.flush()
@@ -936,8 +999,6 @@ def prepare_args_and_stdin(
     docker_compose: pathlib.Path | None,
     port: int,
     watch: bool,
-    debugger_port: int | None = None,
-    debugger_base_url: str | None = None,
     postgres_uri: str | None = None,
     api_version: str | None = None,
     engine_runtime_mode: str = "combined_queue_worker",
@@ -951,8 +1012,6 @@ def prepare_args_and_stdin(
     stdin = langgraph_cli.docker.compose(
         capabilities,
         port=port,
-        debugger_port=debugger_port,
-        debugger_base_url=debugger_base_url,
         postgres_uri=postgres_uri,
         image=image,
         base_image=base_image,
@@ -990,8 +1049,6 @@ def prepare(
     pull: bool,
     watch: bool,
     verbose: bool,
-    debugger_port: int | None = None,
-    debugger_base_url: str | None = None,
     postgres_uri: str | None = None,
     api_version: str | None = None,
     engine_runtime_mode: str = "combined_queue_worker",
@@ -1033,8 +1090,6 @@ def prepare(
         docker_compose=docker_compose,
         port=port,
         watch=watch,
-        debugger_port=debugger_port,
-        debugger_base_url=debugger_base_url or f"http://127.0.0.1:{port}",
         postgres_uri=postgres_uri,
         api_version=api_version,
         engine_runtime_mode=engine_runtime_mode,

libs/cli/langgraph_cli/docker.py

@@ -142,29 +142,6 @@ def check_capabilities(runner) -> DockerCapabilities:
     )
 
 
-def debugger_compose(*, port: int | None = None, base_url: str | None = None) -> dict:
-    if port is None:
-        return ""
-
-    config = {
-        "langgraph-debugger": {
-            "image": "langchain/langgraph-debugger",
-            "restart": "on-failure",
-            "depends_on": {
-                "langgraph-postgres": {"condition": "service_healthy"},
-            },
-            "ports": [f'"{port}:3968"'],
-        }
-    }
-
-    if base_url:
-        config["langgraph-debugger"]["environment"] = {
-            "VITE_STUDIO_LOCAL_GRAPH_URL": base_url
-        }
-
-    return config
-
-
 # Function to convert dictionary to YAML
 def dict_to_yaml(d: dict, *, indent: int = 0) -> str:
     """Convert a dictionary to a YAML string."""
@@ -191,8 +168,6 @@ def compose_as_dict(
     capabilities: DockerCapabilities,
     *,
     port: int,
-    debugger_port: int | None = None,
-    debugger_base_url: str | None = None,
     # postgres://user:password@host:port/database?option=value
     postgres_uri: str | None = None,
     # If you are running against an already-built image, you can pass it here
@@ -253,12 +228,6 @@ def compose_as_dict(
         else:
             services["langgraph-postgres"]["healthcheck"]["interval"] = "5s"
 
-    # Add optional debugger service if debugger_port is specified
-    if debugger_port:
-        services["langgraph-debugger"] = debugger_compose(
-            port=debugger_port, base_url=debugger_base_url
-        )["langgraph-debugger"]
-
     # Add langgraph-api service
     api_environment = {
         "REDIS_URI": "redis://langgraph-redis:6379",
@@ -289,7 +258,7 @@ def compose_as_dict(
             "test": "python /api/healthcheck.py",
             "interval": "60s",
             "start_interval": "1s",
-            "start_period": "10s",
+            "start_period": "60s",
         }
 
     # Final compose dictionary with volumes included if needed
@@ -305,8 +274,6 @@ def compose(
     capabilities: DockerCapabilities,
     *,
     port: int,
-    debugger_port: int | None = None,
-    debugger_base_url: str | None = None,
     # postgres://user:password@host:port/database?option=value
     postgres_uri: str | None = None,
     image: str | None = None,
@@ -318,8 +285,6 @@ def compose(
     compose_content = compose_as_dict(
         capabilities,
         port=port,
-        debugger_port=debugger_port,
-        debugger_base_url=debugger_base_url,
         postgres_uri=postgres_uri,
         image=image,
         base_image=base_image,

libs/cli/tests/unit_tests/cli/test_cli.py

@@ -10,10 +10,11 @@ from pathlib import Path
 from unittest.mock import MagicMock
 
 import click
+import pytest
 from click.testing import CliRunner
 
 import langgraph_cli.deploy as deploy_module
-from langgraph_cli.cli import cli, prepare_args_and_stdin
+from langgraph_cli.cli import _studio_link, cli, prepare_args_and_stdin
 from langgraph_cli.config import Config, _get_pip_cleanup_lines, validate_config
 from langgraph_cli.docker import DEFAULT_POSTGRES_URI, DockerCapabilities, Version
 from langgraph_cli.host_backend import HostBackendError
@@ -59,8 +60,6 @@ def test_prepare_args_and_stdin() -> None:
         Config(dependencies=[".", "../../.."], graphs={"agent": "agent.py:graph"})
     )
     port = 8000
-    debugger_port = 8001
-    debugger_graph_url = f"http://127.0.0.1:{port}"
 
     actual_args, actual_stdin = prepare_args_and_stdin(
         capabilities=DEFAULT_DOCKER_CAPABILITIES,
@@ -68,8 +67,6 @@ def test_prepare_args_and_stdin() -> None:
         config=config,
         docker_compose=pathlib.Path("custom-docker-compose.yml"),
         port=port,
-        debugger_port=debugger_port,
-        debugger_base_url=debugger_graph_url,
         watch=True,
     )
 
@@ -113,16 +110,6 @@ services:
             retries: 5
             interval: 60s
             start_interval: 1s
-    langgraph-debugger:
-        image: langchain/langgraph-debugger
-        restart: on-failure
-        depends_on:
-            langgraph-postgres:
-                condition: service_healthy
-        ports:
-            - "{debugger_port}:3968"
-        environment:
-            VITE_STUDIO_LOCAL_GRAPH_URL: {debugger_graph_url}
     langgraph-api:
         ports:
             - "8000:8000"
@@ -138,7 +125,7 @@ services:
             test: python /api/healthcheck.py
             interval: 60s
             start_interval: 1s
-            start_period: 10s
+            start_period: 60s
         
         pull_policy: build
         build:
@@ -181,8 +168,6 @@ def test_prepare_args_and_stdin_with_image() -> None:
         Config(dependencies=[".", "../../.."], graphs={"agent": "agent.py:graph"})
     )
     port = 8000
-    debugger_port = 8001
-    debugger_graph_url = f"http://127.0.0.1:{port}"
 
     actual_args, actual_stdin = prepare_args_and_stdin(
         capabilities=DEFAULT_DOCKER_CAPABILITIES,
@@ -190,8 +175,6 @@ def test_prepare_args_and_stdin_with_image() -> None:
         config=config,
         docker_compose=pathlib.Path("custom-docker-compose.yml"),
         port=port,
-        debugger_port=debugger_port,
-        debugger_base_url=debugger_graph_url,
         watch=True,
         image="my-cool-image",
     )
@@ -236,16 +219,6 @@ services:
             retries: 5
             interval: 60s
             start_interval: 1s
-    langgraph-debugger:
-        image: langchain/langgraph-debugger
-        restart: on-failure
-        depends_on:
-            langgraph-postgres:
-                condition: service_healthy
-        ports:
-            - "{debugger_port}:3968"
-        environment:
-            VITE_STUDIO_LOCAL_GRAPH_URL: {debugger_graph_url}
     langgraph-api:
         ports:
             - "8000:8000"
@@ -262,7 +235,7 @@ services:
             test: python /api/healthcheck.py
             interval: 60s
             start_interval: 1s
-            start_period: 10s
+            start_period: 60s
         
         
         develop:
@@ -292,6 +265,82 @@ def test_version_option() -> None:
     )
 
 
+def test_up_help_shows_hosted_studio_options() -> None:
+    result = CliRunner().invoke(cli, ["up", "--help"])
+
+    assert result.exit_code == 0, result.output
+    assert "--studio-url" in result.output
+    assert "--api-url" in result.output
+    assert "--debugger-port" not in result.output
+    assert "--debugger-base-url" not in result.output
+
+
+def test_studio_link_defaults_to_hosted_studio() -> None:
+    assert _studio_link(
+        port=8123,
+        studio_url=None,
+        api_url=None,
+        debugger_base_url=None,
+    ) == ("https://smith.langchain.com/studio/?baseUrl=http%3A%2F%2F127.0.0.1%3A8123")
+
+
+def test_studio_link_supports_self_hosted_and_remote_urls() -> None:
+    assert _studio_link(
+        port=8123,
+        studio_url="https://langsmith.example.com/prefix/",
+        api_url="https://api.example.com/graph?tenant=a&region=eu",
+        debugger_base_url=None,
+    ) == (
+        "https://langsmith.example.com/prefix/studio/"
+        "?baseUrl=https%3A%2F%2Fapi.example.com%2Fgraph%3Ftenant%3Da%26region%3Deu"
+    )
+
+
+def test_studio_link_supports_deprecated_debugger_base_url(capsys) -> None:
+    assert _studio_link(
+        port=8123,
+        studio_url=None,
+        api_url=None,
+        debugger_base_url="https://api.example.com",
+    ).endswith("?baseUrl=https%3A%2F%2Fapi.example.com")
+    assert "--debugger-base-url is deprecated; use --api-url" in capsys.readouterr().err
+
+
+@pytest.mark.parametrize(
+    ("studio_url", "api_url"),
+    [
+        ("javascript:alert(1)", None),
+        ("https://user:password@example.com", None),
+        ("https://smith.langchain.com?workspace=test", None),
+        (None, "file:///tmp/langgraph.sock"),
+        (None, "https://user:password@example.com"),
+    ],
+)
+def test_studio_link_rejects_unsafe_urls(
+    studio_url: str | None, api_url: str | None
+) -> None:
+    with pytest.raises(click.UsageError):
+        _studio_link(
+            port=8123,
+            studio_url=studio_url,
+            api_url=api_url,
+            debugger_base_url=None,
+        )
+
+
+def test_studio_link_rejects_conflicting_api_url_aliases() -> None:
+    with pytest.raises(
+        click.UsageError,
+        match="cannot specify different URLs",
+    ):
+        _studio_link(
+            port=8123,
+            studio_url=None,
+            api_url="https://api.example.com",
+            debugger_base_url="https://other.example.com",
+        )
+
+
 def test_top_level_help_shows_deploy_subcommands() -> None:
     runner = CliRunner()
 

libs/cli/tests/unit_tests/test_docker.py

@@ -16,7 +16,7 @@ DEFAULT_DOCKER_CAPABILITIES = DockerCapabilities(
 )
 
 
-def test_compose_with_no_debugger_and_custom_db():
+def test_compose_with_custom_db():
     port = 8123
     custom_postgres_uri = "custom_postgres_uri"
     actual_compose_str = compose(
@@ -42,7 +42,7 @@ def test_compose_with_no_debugger_and_custom_db():
     assert clean_empty_lines(actual_compose_str) == expected_compose_str
 
 
-def test_compose_with_no_debugger_and_custom_db_with_healthcheck():
+def test_compose_with_custom_db_and_healthcheck():
     port = 8123
     custom_postgres_uri = "custom_postgres_uri"
     actual_compose_str = compose(
@@ -71,39 +71,11 @@ def test_compose_with_no_debugger_and_custom_db_with_healthcheck():
             test: python /api/healthcheck.py
             interval: 60s
             start_interval: 1s
-            start_period: 10s"""
+            start_period: 60s"""
     assert clean_empty_lines(actual_compose_str) == expected_compose_str
 
 
-def test_compose_with_debugger_and_custom_db():
-    port = 8123
-    custom_postgres_uri = "custom_postgres_uri"
-    actual_compose_str = compose(
-        DEFAULT_DOCKER_CAPABILITIES,
-        port=port,
-        postgres_uri=custom_postgres_uri,
-    )
-    expected_compose_str = f"""services:
-    langgraph-redis:
-        image: redis:6
-        healthcheck:
-            test: redis-cli ping
-            interval: 5s
-            timeout: 1s
-            retries: 5
-    langgraph-api:
-        ports:
-            - "{port}:8000"
-        depends_on:
-            langgraph-redis:
-                condition: service_healthy
-        environment:
-            REDIS_URI: redis://langgraph-redis:6379
-            POSTGRES_URI: {custom_postgres_uri}"""
-    assert clean_empty_lines(actual_compose_str) == expected_compose_str
-
-
-def test_compose_with_debugger_and_default_db():
+def test_compose_with_default_db():
     port = 8123
     actual_compose_str = compose(DEFAULT_DOCKER_CAPABILITIES, port=port)
     expected_compose_str = f"""volumes:
@@ -302,72 +274,6 @@ def test_compose_with_api_version_and_custom_postgres():
     assert clean_empty_lines(actual_compose_str) == expected_compose_str
 
 
-def test_compose_with_api_version_and_debugger():
-    """Test compose function with api_version and debugger port."""
-    port = 8123
-    debugger_port = 8001
-    api_version = "0.2.74"
-
-    actual_compose_str = compose(
-        DEFAULT_DOCKER_CAPABILITIES,
-        port=port,
-        api_version=api_version,
-        debugger_port=debugger_port,
-    )
-
-    expected_compose_str = f"""volumes:
-    langgraph-data:
-        driver: local
-services:
-    langgraph-redis:
-        image: redis:6
-        healthcheck:
-            test: redis-cli ping
-            interval: 5s
-            timeout: 1s
-            retries: 5
-    langgraph-postgres:
-        image: pgvector/pgvector:pg16
-        ports:
-            - "5433:5432"
-        environment:
-            POSTGRES_DB: postgres
-            POSTGRES_USER: postgres
-            POSTGRES_PASSWORD: postgres
-        command:
-            - postgres
-            - -c
-            - shared_preload_libraries=vector
-        volumes:
-            - langgraph-data:/var/lib/postgresql/data
-        healthcheck:
-            test: pg_isready -U postgres
-            start_period: 10s
-            timeout: 1s
-            retries: 5
-            interval: 5s
-    langgraph-debugger:
-        image: langchain/langgraph-debugger
-        restart: on-failure
-        depends_on:
-            langgraph-postgres:
-                condition: service_healthy
-        ports:
-            - "{debugger_port}:3968"
-    langgraph-api:
-        ports:
-            - "{port}:8000"
-        depends_on:
-            langgraph-redis:
-                condition: service_healthy
-            langgraph-postgres:
-                condition: service_healthy
-        environment:
-            REDIS_URI: redis://langgraph-redis:6379
-            POSTGRES_URI: {DEFAULT_POSTGRES_URI}"""
-    assert clean_empty_lines(actual_compose_str) == expected_compose_str
-
-
 def test_compose_distributed_mode_with_custom_db():
     """Test compose with engine_runtime_mode='distributed' adds N_JOBS_PER_WORKER=0."""
     port = 8123

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+    { url = "https://files.pythonhosted.org/packages/4a/e4/84cf4f3c313448d97550fdce50e7c70b934b38765772dd4f7fdaac064cca/ty-0.0.95-py3-none-win_arm64.whl", hash = "sha256:74ac66df3cb1851e3f157c4e664aec1f28857b467c7e13f62ccf53efc6884c82", size = 13575281, upload-time = "2026-10-29T19:21:49.773Z" },
 ]
 
 [[package]]

libs/langgraph/langgraph/pregel/main.py

@@ -884,11 +884,23 @@ class Pregel(
         )
 
     def _subgraph_for_namespace(
-        self, config: RunnableConfig, checkpointer: BaseCheckpointSaver
+        self,
+        config: RunnableConfig,
+        checkpointer: BaseCheckpointSaver,
+        *,
+        for_update: bool = False,
     ) -> tuple[PregelProtocol, RunnableConfig] | None:
         """The subgraph a state method's namespaced config addresses, and the
         config to call it with, lending it `checkpointer`. `None` when the
-        config is for this graph."""
+        config is for this graph, or names no subgraph this graph declares or
+        detects (such as one a tool invokes), so a read uses this graph's
+        channels.
+
+        Raises:
+            ValueError: If `for_update` and the namespace names no such
+                subgraph: this graph's nodes and channels would write the wrong
+                state into it.
+        """
         checkpoint_ns = config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, "")
         if not checkpoint_ns or CONFIG_KEY_CHECKPOINTER in config[CONF]:
             return None
@@ -897,7 +909,9 @@ class Pregel(
             return pregel, patch_configurable(
                 config, {CONFIG_KEY_CHECKPOINTER: checkpointer}
             )
-        raise ValueError(f"Subgraph {recast} not found")
+        if for_update:
+            raise ValueError(f"Subgraph {recast} not found")
+        return None
 
     def _apply_checkpointer_allowlist(
         self, checkpointer: BaseCheckpointSaver | None
@@ -1143,7 +1157,9 @@ class Pregel(
         """Get the subgraphs of the graph.
 
         Args:
-            namespace: The namespace to filter the subgraphs by.
+            namespace: Yield only the subgraph at this exact namespace, such
+                as `parent|child` (without task IDs). A nested namespace needs
+                `recurse=True`.
             recurse: Whether to recurse into the subgraphs.
                 If `False`, only the immediate subgraphs will be returned.
 
@@ -1151,9 +1167,9 @@ class Pregel(
             An iterator of the `(namespace, subgraph)` pairs.
         """
         for name, node in self.nodes.items():
-            # filter by prefix
+            # filter by the namespace's first segment, matched whole
             if namespace is not None:
-                if not namespace.startswith(name):
+                if namespace != name and not namespace.startswith(name + NS_SEP):
                     continue
 
             # find the subgraph, if any
@@ -1167,12 +1183,13 @@ class Pregel(
                 if namespace is None:
                     yield name, graph
                 if recurse and isinstance(graph, Pregel):
-                    if namespace is not None:
-                        namespace = namespace[len(name) + 1 :]
+                    child_namespace = (
+                        None if namespace is None else namespace[len(name) + 1 :]
+                    )
                     yield from (
                         (f"{name}{NS_SEP}{n}", s)
                         for n, s in graph.get_subgraphs(
-                            namespace=namespace, recurse=recurse
+                            namespace=child_namespace, recurse=recurse
                         )
                     )
 
@@ -1182,7 +1199,9 @@ class Pregel(
         """Get the subgraphs of the graph.
 
         Args:
-            namespace: The namespace to filter the subgraphs by.
+            namespace: Yield only the subgraph at this exact namespace, such
+                as `parent|child` (without task IDs). A nested namespace needs
+                `recurse=True`.
             recurse: Whether to recurse into the subgraphs.
                 If `False`, only the immediate subgraphs will be returned.
 
@@ -1641,7 +1660,9 @@ class Pregel(
         if any(len(u) == 0 for u in supersteps):
             raise ValueError("No updates provided")
 
-        if subgraph := self._subgraph_for_namespace(config, checkpointer):
+        if subgraph := self._subgraph_for_namespace(
+            config, checkpointer, for_update=True
+        ):
             pregel, subgraph_config = subgraph
             return pregel.bulk_update_state(subgraph_config, supersteps)
 
@@ -2142,7 +2163,9 @@ class Pregel(
         if any(len(u) == 0 for u in supersteps):
             raise ValueError("No updates provided")
 
-        if subgraph := self._subgraph_for_namespace(config, checkpointer):
+        if subgraph := self._subgraph_for_namespace(
+            config, checkpointer, for_update=True
+        ):
             pregel, subgraph_config = subgraph
             return await pregel.abulk_update_state(subgraph_config, supersteps)
 

libs/langgraph/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph"
-version = "1.2.20"
+version = "1.2.21"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"

libs/langgraph/tests/test_subgraph_persistence.py

@@ -6,16 +6,24 @@ Covers three checkpointer settings for subgraph state:
   interrupt support, but state resets each invocation. This is the common case
   when an agent is invoked from inside a tool used by another agent.
 - checkpointer=True: "stateful" — state accumulates across invocations on the same thread id
+
+Also covers reading a subgraph's namespace from the parent graph, including
+one where no subgraph is declared, such as a subagent a tool invokes, and
+finding the subgraph a namespace names.
 """
 
+from typing import Annotated, Any
 from uuid import uuid4
 
-from langchain_core.messages import AIMessage, HumanMessage
+import pytest
+from langchain_core.messages import AIMessage, AnyMessage, HumanMessage
+from langchain_core.runnables import RunnableConfig
 from langgraph.checkpoint.base import BaseCheckpointSaver
 from typing_extensions import TypedDict
 
+from langgraph.channels.delta import DeltaChannel
 from langgraph.graph import START, StateGraph
-from langgraph.graph.message import MessagesState
+from langgraph.graph.message import MessagesState, _messages_delta_reducer
 from langgraph.types import Command, Interrupt, interrupt
 from tests.any_str import AnyStr
 
@@ -685,3 +693,301 @@ def test_child_with_own_thread_id_keeps_namespace(
     parent.invoke({"result": ""}, config=parent_config)
     state2 = child.get_state(child_config)
     assert state2.values.get("count") == 2
+
+
+# -- reading a subgraph's namespace from the parent graph --
+
+
+class NotesState(MessagesState):
+    notes: str  # a key only the subgraphs have
+
+
+class DeltaMessagesState(TypedDict):
+    # Stores `messages` as deltas between snapshots, as deepagents' parent does.
+    messages: Annotated[list[AnyMessage], DeltaChannel(_messages_delta_reducer)]
+
+
+class DeltaNotesState(DeltaMessagesState):
+    notes: str
+
+
+def _notes_graph(label: str, state_schema: type = NotesState) -> Any:
+    # Typed `dict` so it fits either schema (see `_run_tool_subgraph`).
+    def work(state: dict) -> dict:
+        return {"messages": [AIMessage(content=f"{label} done")], "notes": label}
+
+    return (
+        StateGraph(state_schema)
+        .add_node("work", work)
+        .add_edge(START, "work")
+        .compile()
+    )
+
+
+def _namespace_configs(parent: Any) -> dict[str, RunnableConfig]:
+    """Run `parent` on a new thread. Returns a config for each subgraph
+    namespace it wrote, keyed by the node the namespace starts with."""
+    thread_id = str(uuid4())
+    return {
+        ns[0].split(":")[0]: {
+            "configurable": {"thread_id": thread_id, "checkpoint_ns": ns[0]}
+        }
+        for ns, _ in parent.stream(
+            {"messages": [HumanMessage(content="go")]},
+            {"configurable": {"thread_id": thread_id}},
+            subgraphs=True,
+        )
+        if ns
+    }
+
+
+def _run_tool_subgraph(
+    checkpointer: BaseCheckpointSaver,
+    *,
+    parent_schema: type = MessagesState,
+    subagent_schema: type = NotesState,
+) -> tuple[Any, RunnableConfig]:
+    """Run a parent whose `tools` node invokes a subgraph it doesn't declare,
+    as deepagents runs subagents. Returns the parent and a config for the
+    subgraph's `tools:<task_id>` namespace."""
+    # Subgraph detection doesn't follow a subscript, so `tools` declares none.
+    subagents = {"researcher": _notes_graph("researcher", subagent_schema)}
+
+    # Typed `dict`: a schema here would add its `messages` channel to the
+    # parent's, and a plain one clashes with a `DeltaChannel` one.
+    def tools(state: dict) -> dict:
+        subagents["researcher"].invoke(
+            {"messages": [HumanMessage(content="research apples")]}
+        )
+        return {"messages": [AIMessage(content="tool done")]}
+
+    parent = (
+        StateGraph(parent_schema)
+        .add_node("tools", tools)
+        .add_edge(START, "tools")
+        .compile(checkpointer=checkpointer)
+    )
+    return parent, _namespace_configs(parent)["tools"]
+
+
+def test_undeclared_subgraph_get_state(sync_checkpointer: BaseCheckpointSaver) -> None:
+    """A namespace with no declared subgraph is read with the parent graph."""
+    parent, ns_config = _run_tool_subgraph(sync_checkpointer)
+
+    state = parent.get_state(ns_config)
+
+    assert [m.text for m in state.values["messages"]] == [
+        "research apples",
+        "researcher done",
+    ]
+    assert state.config["configurable"]["checkpoint_ns"] == AnyStr("tools:")
+
+
+def test_undeclared_subgraph_get_state_history(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    """History of a namespace with no declared subgraph is read with the parent
+    graph, and only holds that namespace's checkpoints."""
+    parent, ns_config = _run_tool_subgraph(sync_checkpointer)
+
+    history = list(parent.get_state_history(ns_config))
+
+    assert [[m.text for m in s.values.get("messages", [])] for s in history] == [
+        ["research apples", "researcher done"],
+        ["research apples"],
+        [],
+    ]
+    assert {s.config["configurable"]["checkpoint_ns"] for s in history} == {
+        ns_config["configurable"]["checkpoint_ns"]
+    }
+
+
+def test_undeclared_subgraph_update_state_raises(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    """Unlike a read, an update can't fall back to the parent graph: its nodes
+    and channels would write the wrong state into the subgraph's namespace."""
+    parent, ns_config = _run_tool_subgraph(sync_checkpointer)
+
+    with pytest.raises(ValueError, match="Subgraph tools not found"):
+        parent.update_state(ns_config, {"messages": [AIMessage(content="edit")]})
+
+    assert len(list(parent.get_state_history(ns_config))) == 3
+
+
+@pytest.mark.parametrize(
+    ("parent_schema", "subagent_schema"),
+    [(DeltaMessagesState, NotesState), (MessagesState, DeltaNotesState)],
+    ids=["delta_parent", "delta_subagent"],
+)
+def test_undeclared_subgraph_read_across_messages_channel_types(
+    sync_checkpointer: BaseCheckpointSaver,
+    parent_schema: type,
+    subagent_schema: type,
+) -> None:
+    """deepagents' parent stores `messages` in a `DeltaChannel`, and its
+    subagents in a plain `add_messages` channel. Reading a subagent's namespace
+    with the parent's channel restores its messages, either way round."""
+    parent, ns_config = _run_tool_subgraph(
+        sync_checkpointer,
+        parent_schema=parent_schema,
+        subagent_schema=subagent_schema,
+    )
+
+    state = parent.get_state(ns_config)
+    history = list(parent.get_state_history(ns_config))
+
+    assert [m.text for m in state.values["messages"]] == [
+        "research apples",
+        "researcher done",
+    ]
+    assert [[m.text for m in s.values.get("messages", [])] for s in history] == [
+        ["research apples", "researcher done"],
+        ["research apples"],
+        [],
+    ]
+
+
+@pytest.mark.parametrize("review_declared", [False, True])
+def test_prefix_named_namespaces_resolve_to_their_own_graph(
+    sync_checkpointer: BaseCheckpointSaver, review_declared: bool
+) -> None:
+    """`research_review` starts with `research`, whose subgraph has a `review`
+    node with its own subgraph. Each namespace still reads with its own graph:
+    a declared subgraph's channels, or the parent's when none is declared."""
+    research = (
+        StateGraph(NotesState)
+        .add_node("review", _notes_graph("research"))
+        .add_edge(START, "review")
+        .compile()
+    )
+
+    class ReviewState(NotesState):
+        verdict: str  # a key `research|review`'s graph doesn't have
+
+    def review(state: ReviewState) -> dict:
+        return {
+            "messages": [AIMessage(content="review done")],
+            "notes": "review",
+            "verdict": "approved",
+        }
+
+    # Subgraph detection doesn't follow a subscript, so `call_review` declares
+    # none.
+    subgraphs = {
+        "review": StateGraph(ReviewState)
+        .add_node("work", review)
+        .add_edge(START, "work")
+        .compile()
+    }
+
+    def call_review(state: MessagesState) -> dict:
+        subgraphs["review"].invoke({"messages": [HumanMessage(content="check it")]})
+        return {}
+
+    parent = (
+        StateGraph(MessagesState)
+        .add_node("research", research)
+        .add_node(
+            "research_review",
+            subgraphs["review"] if review_declared else call_review,
+        )
+        .add_edge(START, "research")
+        .add_edge("research", "research_review")
+        .compile(checkpointer=sync_checkpointer)
+    )
+    configs = _namespace_configs(parent)
+
+    def values(name: str) -> dict:
+        return {
+            k: [m.text for m in v] if k == "messages" else v
+            for k, v in parent.get_state(configs[name]).values.items()
+        }
+
+    assert values("research") == {
+        "messages": ["go", "research done"],
+        "notes": "research",
+    }
+    if review_declared:
+        assert values("research_review") == {
+            "messages": ["go", "research done", "review done"],
+            "notes": "review",
+            "verdict": "approved",
+        }
+    else:
+        # The parent's channels have no `notes` or `verdict`.
+        assert values("research_review") == {"messages": ["check it", "review done"]}
+
+
+def _prefix_named_subgraphs() -> tuple[Any, dict[str, Any]]:
+    """A parent whose subgraph namespaces start with one another's names:
+    `research` has a `review` subgraph, and the parent declares
+    `research_review` and `review` too. Returns the parent and each subgraph,
+    keyed by its namespace."""
+    graphs = {
+        "research|review": _notes_graph("research's review"),
+        "research_review": _notes_graph("research_review"),
+        "review": _notes_graph("review"),
+    }
+    graphs["research"] = (
+        StateGraph(NotesState)
+        .add_node("review", graphs["research|review"])
+        .add_edge(START, "review")
+        .compile()
+    )
+    parent = (
+        StateGraph(NotesState)
+        .add_node("research", graphs["research"])
+        .add_node("research_review", graphs["research_review"])
+        .add_node("review", graphs["review"])
+        .add_edge(START, "research")
+        .add_edge("research", "research_review")
+        .add_edge("research_review", "review")
+        .compile()
+    )
+    return parent, graphs
+
+
+@pytest.mark.parametrize(
+    "namespace", ["research", "research|review", "research_review", "review"]
+)
+def test_get_subgraphs_matches_whole_namespace_segments(namespace: str) -> None:
+    """`get_subgraphs(namespace=...)` yields only the subgraph at that
+    namespace. `research_review` isn't `research` then `review`, and
+    `research|review` doesn't also find the parent's own `review`."""
+    parent, graphs = _prefix_named_subgraphs()
+
+    assert list(parent.get_subgraphs(namespace=namespace, recurse=True)) == [
+        (namespace, graphs[namespace])
+    ]
+
+
+def test_nested_namespace_update_raises_despite_top_level_namesake(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    """`research|review` names a `review` inside `research`'s subgraph, which
+    declares no subgraph there. An update to it raises rather than writing
+    through the parent's own `review`."""
+    research = (
+        StateGraph(NotesState)
+        .add_node("review", lambda state: {})
+        .add_edge(START, "review")
+        .compile()
+    )
+    parent = (
+        StateGraph(NotesState)
+        .add_node("research", research)
+        .add_node("review", _notes_graph("review"))
+        .add_edge(START, "research")
+        .add_edge("research", "review")
+        .compile(checkpointer=sync_checkpointer)
+    )
+    config: RunnableConfig = {
+        "configurable": {
+            "thread_id": str(uuid4()),
+            "checkpoint_ns": "research:a|review:b",
+        }
+    }
+
+    with pytest.raises(ValueError, match=r"Subgraph research\|review not found"):
+        parent.update_state(config, {"notes": "edit"})

libs/langgraph/tests/test_subgraph_persistence_async.py

@@ -6,18 +6,25 @@ Covers three checkpointer settings for subgraph state:
   interrupt support, but state resets each invocation. This is the common case
   when an agent is invoked from inside a tool used by another agent.
 - checkpointer=True: "stateful" — state accumulates across invocations on the same thread id
+
+Also covers reading a subgraph's namespace from the parent graph, including
+one where no subgraph is declared, such as a subagent a tool invokes, and
+finding the subgraph a namespace names.
 """
 
 import sys
+from typing import Annotated, Any
 from uuid import uuid4
 
 import pytest
-from langchain_core.messages import AIMessage, HumanMessage
+from langchain_core.messages import AIMessage, AnyMessage, HumanMessage
+from langchain_core.runnables import RunnableConfig
 from langgraph.checkpoint.base import BaseCheckpointSaver
 from typing_extensions import TypedDict
 
+from langgraph.channels.delta import DeltaChannel
 from langgraph.graph import START, StateGraph
-from langgraph.graph.message import MessagesState
+from langgraph.graph.message import MessagesState, _messages_delta_reducer
 from langgraph.types import Command, Interrupt, interrupt
 from tests.any_str import AnyStr
 
@@ -707,3 +714,315 @@ async def test_child_with_own_thread_id_keeps_namespace_async(
     await parent.ainvoke({"result": ""}, config=parent_config)
     state2 = await child.aget_state(child_config)
     assert state2.values.get("count") == 2
+
+
+# -- reading a subgraph's namespace from the parent graph --
+
+
+class NotesState(MessagesState):
+    notes: str  # a key only the subgraphs have
+
+
+class DeltaMessagesState(TypedDict):
+    # Stores `messages` as deltas between snapshots, as deepagents' parent does.
+    messages: Annotated[list[AnyMessage], DeltaChannel(_messages_delta_reducer)]
+
+
+class DeltaNotesState(DeltaMessagesState):
+    notes: str
+
+
+def _notes_graph(label: str, state_schema: type = NotesState) -> Any:
+    # Typed `dict` so it fits either schema (see `_run_tool_subgraph`).
+    def work(state: dict) -> dict:
+        return {"messages": [AIMessage(content=f"{label} done")], "notes": label}
+
+    return (
+        StateGraph(state_schema)
+        .add_node("work", work)
+        .add_edge(START, "work")
+        .compile()
+    )
+
+
+async def _namespace_configs(parent: Any) -> dict[str, RunnableConfig]:
+    """Run `parent` on a new thread. Returns a config for each subgraph
+    namespace it wrote, keyed by the node the namespace starts with."""
+    thread_id = str(uuid4())
+    return {
+        ns[0].split(":")[0]: {
+            "configurable": {"thread_id": thread_id, "checkpoint_ns": ns[0]}
+        }
+        async for ns, _ in parent.astream(
+            {"messages": [HumanMessage(content="go")]},
+            {"configurable": {"thread_id": thread_id}},
+            subgraphs=True,
+        )
+        if ns
+    }
+
+
+async def _run_tool_subgraph(
+    checkpointer: BaseCheckpointSaver,
+    *,
+    parent_schema: type = MessagesState,
+    subagent_schema: type = NotesState,
+) -> tuple[Any, RunnableConfig]:
+    """Run a parent whose `tools` node invokes a subgraph it doesn't declare,
+    as deepagents runs subagents. Returns the parent and a config for the
+    subgraph's `tools:<task_id>` namespace."""
+    # Subgraph detection doesn't follow a subscript, so `tools` declares none.
+    subagents = {"researcher": _notes_graph("researcher", subagent_schema)}
+
+    # Typed `dict`: a schema here would add its `messages` channel to the
+    # parent's, and a plain one clashes with a `DeltaChannel` one.
+    async def tools(state: dict) -> dict:
+        await subagents["researcher"].ainvoke(
+            {"messages": [HumanMessage(content="research apples")]}
+        )
+        return {"messages": [AIMessage(content="tool done")]}
+
+    parent = (
+        StateGraph(parent_schema)
+        .add_node("tools", tools)
+        .add_edge(START, "tools")
+        .compile(checkpointer=checkpointer)
+    )
+    return parent, (await _namespace_configs(parent))["tools"]
+
+
+@NEEDS_CONTEXTVARS
+async def test_undeclared_subgraph_get_state_async(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    """A namespace with no declared subgraph is read with the parent graph."""
+    parent, ns_config = await _run_tool_subgraph(async_checkpointer)
+
+    state = await parent.aget_state(ns_config)
+
+    assert [m.text for m in state.values["messages"]] == [
+        "research apples",
+        "researcher done",
+    ]
+    assert state.config["configurable"]["checkpoint_ns"] == AnyStr("tools:")
+
+
+@NEEDS_CONTEXTVARS
+async def test_undeclared_subgraph_get_state_history_async(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    """History of a namespace with no declared subgraph is read with the parent
+    graph, and only holds that namespace's checkpoints."""
+    parent, ns_config = await _run_tool_subgraph(async_checkpointer)
+
+    history = [s async for s in parent.aget_state_history(ns_config)]
+
+    assert [[m.text for m in s.values.get("messages", [])] for s in history] == [
+        ["research apples", "researcher done"],
+        ["research apples"],
+        [],
+    ]
+    assert {s.config["configurable"]["checkpoint_ns"] for s in history} == {
+        ns_config["configurable"]["checkpoint_ns"]
+    }
+
+
+@NEEDS_CONTEXTVARS
+async def test_undeclared_subgraph_update_state_raises_async(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    """Unlike a read, an update can't fall back to the parent graph: its nodes
+    and channels would write the wrong state into the subgraph's namespace."""
+    parent, ns_config = await _run_tool_subgraph(async_checkpointer)
+
+    with pytest.raises(ValueError, match="Subgraph tools not found"):
+        await parent.aupdate_state(ns_config, {"messages": [AIMessage(content="edit")]})
+
+    assert len([s async for s in parent.aget_state_history(ns_config)]) == 3
+
+
+@NEEDS_CONTEXTVARS
+@pytest.mark.parametrize(
+    ("parent_schema", "subagent_schema"),
+    [(DeltaMessagesState, NotesState), (MessagesState, DeltaNotesState)],
+    ids=["delta_parent", "delta_subagent"],
+)
+async def test_undeclared_subgraph_read_across_messages_channel_types_async(
+    async_checkpointer: BaseCheckpointSaver,
+    parent_schema: type,
+    subagent_schema: type,
+) -> None:
+    """deepagents' parent stores `messages` in a `DeltaChannel`, and its
+    subagents in a plain `add_messages` channel. Reading a subagent's namespace
+    with the parent's channel restores its messages, either way round."""
+    parent, ns_config = await _run_tool_subgraph(
+        async_checkpointer,
+        parent_schema=parent_schema,
+        subagent_schema=subagent_schema,
+    )
+
+    state = await parent.aget_state(ns_config)
+    history = [s async for s in parent.aget_state_history(ns_config)]
+
+    assert [m.text for m in state.values["messages"]] == [
+        "research apples",
+        "researcher done",
+    ]
+    assert [[m.text for m in s.values.get("messages", [])] for s in history] == [
+        ["research apples", "researcher done"],
+        ["research apples"],
+        [],
+    ]
+
+
+@NEEDS_CONTEXTVARS
+@pytest.mark.parametrize("review_declared", [False, True])
+async def test_prefix_named_namespaces_resolve_to_their_own_graph_async(
+    async_checkpointer: BaseCheckpointSaver, review_declared: bool
+) -> None:
+    """`research_review` starts with `research`, whose subgraph has a `review`
+    node with its own subgraph. Each namespace still reads with its own graph:
+    a declared subgraph's channels, or the parent's when none is declared."""
+    research = (
+        StateGraph(NotesState)
+        .add_node("review", _notes_graph("research"))
+        .add_edge(START, "review")
+        .compile()
+    )
+
+    class ReviewState(NotesState):
+        verdict: str  # a key `research|review`'s graph doesn't have
+
+    def review(state: ReviewState) -> dict:
+        return {
+            "messages": [AIMessage(content="review done")],
+            "notes": "review",
+            "verdict": "approved",
+        }
+
+    # Subgraph detection doesn't follow a subscript, so `call_review` declares
+    # none.
+    subgraphs = {
+        "review": StateGraph(ReviewState)
+        .add_node("work", review)
+        .add_edge(START, "work")
+        .compile()
+    }
+
+    async def call_review(state: MessagesState) -> dict:
+        await subgraphs["review"].ainvoke(
+            {"messages": [HumanMessage(content="check it")]}
+        )
+        return {}
+
+    parent = (
+        StateGraph(MessagesState)
+        .add_node("research", research)
+        .add_node(
+            "research_review",
+            subgraphs["review"] if review_declared else call_review,
+        )
+        .add_edge(START, "research")
+        .add_edge("research", "research_review")
+        .compile(checkpointer=async_checkpointer)
+    )
+    configs = await _namespace_configs(parent)
+
+    async def values(name: str) -> dict:
+        state = await parent.aget_state(configs[name])
+        return {
+            k: [m.text for m in v] if k == "messages" else v
+            for k, v in state.values.items()
+        }
+
+    assert await values("research") == {
+        "messages": ["go", "research done"],
+        "notes": "research",
+    }
+    if review_declared:
+        assert await values("research_review") == {
+            "messages": ["go", "research done", "review done"],
+            "notes": "review",
+            "verdict": "approved",
+        }
+    else:
+        # The parent's channels have no `notes` or `verdict`.
+        assert await values("research_review") == {
+            "messages": ["check it", "review done"]
+        }
+
+
+def _prefix_named_subgraphs() -> tuple[Any, dict[str, Any]]:
+    """A parent whose subgraph namespaces start with one another's names:
+    `research` has a `review` subgraph, and the parent declares
+    `research_review` and `review` too. Returns the parent and each subgraph,
+    keyed by its namespace."""
+    graphs = {
+        "research|review": _notes_graph("research's review"),
+        "research_review": _notes_graph("research_review"),
+        "review": _notes_graph("review"),
+    }
+    graphs["research"] = (
+        StateGraph(NotesState)
+        .add_node("review", graphs["research|review"])
+        .add_edge(START, "review")
+        .compile()
+    )
+    parent = (
+        StateGraph(NotesState)
+        .add_node("research", graphs["research"])
+        .add_node("research_review", graphs["research_review"])
+        .add_node("review", graphs["review"])
+        .add_edge(START, "research")
+        .add_edge("research", "research_review")
+        .add_edge("research_review", "review")
+        .compile()
+    )
+    return parent, graphs
+
+
+@pytest.mark.parametrize(
+    "namespace", ["research", "research|review", "research_review", "review"]
+)
+async def test_get_subgraphs_matches_whole_namespace_segments_async(
+    namespace: str,
+) -> None:
+    """`aget_subgraphs(namespace=...)` yields only the subgraph at that
+    namespace. `research_review` isn't `research` then `review`, and
+    `research|review` doesn't also find the parent's own `review`."""
+    parent, graphs = _prefix_named_subgraphs()
+
+    assert [
+        s async for s in parent.aget_subgraphs(namespace=namespace, recurse=True)
+    ] == [(namespace, graphs[namespace])]
+
+
+async def test_nested_namespace_update_raises_despite_top_level_namesake_async(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    """`research|review` names a `review` inside `research`'s subgraph, which
+    declares no subgraph there. An update to it raises rather than writing
+    through the parent's own `review`."""
+    research = (
+        StateGraph(NotesState)
+        .add_node("review", lambda state: {})
+        .add_edge(START, "review")
+        .compile()
+    )
+    parent = (
+        StateGraph(NotesState)
+        .add_node("research", research)
+        .add_node("review", _notes_graph("review"))
+        .add_edge(START, "research")
+        .add_edge("research", "review")
+        .compile(checkpointer=async_checkpointer)
+    )
+    config: RunnableConfig = {
+        "configurable": {
+            "thread_id": str(uuid4()),
+            "checkpoint_ns": "research:a|review:b",
+        }
+    }
+
+    with pytest.raises(ValueError, match=r"Subgraph research\|review not found"):
+        await parent.aupdate_state(config, {"notes": "edit"})

libs/langgraph/uv.lock

@@ -1440,7 +1440,7 @@ wheels = [
 
 [[package]]
 name = "langgraph"
-version = "1.2.20"
+version = "1.2.21"
 source = { editable = "." }
 dependencies = [
     { name = "langchain-core" },
@@ -1923,13 +1923,13 @@ dev = [
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watch" },
-    { name = "ruff", specifier = "==0.16.9" },
+    { name = "ruff", specifier = "==0.17.3" },
     { name = "starlette" },
     { name = "ty" },
 ]
 lint = [
     { name = "codespell" },
-    { name = "ruff", specifier = "==0.16.9" },
+    { name = "ruff", specifier = "==0.17.3" },
     { name = "starlette" },
     { name = "ty" },
 ]

libs/prebuilt/langgraph/prebuilt/tool_node.py

@@ -746,7 +746,7 @@ class ToolNode(RunnableCallable):
         ```
     """
 
-    name: str = "tools"
+    name: str | None = "tools"
 
     def __init__(
         self,

libs/prebuilt/uv.lock

@@ -1,9 +1,11 @@
 version = 1
-revision = 3
+revision = 5
 requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.15'",
-    "python_full_version < '3.15'",
+    "python_full_version >= '3.12' and python_full_version < '3.15' and sys_platform == 'emscripten'",
+    "python_full_version == '3.11.*' or (python_full_version >= '3.12' and python_full_version < '3.15' and sys_platform != 'emscripten')",
+    "python_full_version < '3.11'",
 ]
 
 [[package]]
@@ -163,6 +165,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" },
 ]
 
+[[package]]
+name = "distro"
+version = "1.9.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/fc/f8/98eea607f65de6527f8a2e8885fc8015d3e6f5775df186e443e0964a11c3/distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed", size = 60722, upload-time = "2023-12-24T09:54:32.31Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277, upload-time = "2023-12-24T09:54:30.421Z" },
+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.3.1"
@@ -197,6 +208,39 @@ wheels = [
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 ]
 
+[[package]]
+name = "httpcore2"
+version = "2.14.0"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version < '3.11'",
+]
+dependencies = [
+    { name = "h11" },
+    { name = "truststore" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/30/ff/b53af1b49bb2cb5fa97c92215614b173ca5c1a99ded80e2d52f15a94fa6d/httpcore2-2.14.0.tar.gz", hash = "sha256:4f57a1a8249fe6af589d935cfd456f1d13bbdcb0f0fc72af9142368fc94811d7", size = 69096, upload-time = "2026-10-18T16:29:21.898Z" }
+wheels = [
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+]
+
+[[package]]
+name = "httpcore2"
+version = "2.16.0"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.15'",
+    "python_full_version == '3.11.*' or (python_full_version >= '3.12' and python_full_version < '3.15' and sys_platform != 'emscripten')",
+]
+dependencies = [
+    { name = "h11" },
+    { name = "truststore" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c0/61/afa9d6b7452f9eca73f73d45324eb0bb52f098fd5e6049bf6b8263be9b4e/httpcore2-2.16.0.tar.gz", hash = "sha256:c72cd0413563b17e1cd8354677dff887466f8ec2551679759e93126534428643", size = 69886, upload-time = "2026-10-21T07:09:45.31Z" }
+wheels = [
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+]
+
 [[package]]
 name = "httpx"
 version = "0.28.1"
@@ -213,12 +257,62 @@ wheels = [
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-name = "idna"
-version = "3.15"
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+resolution-markers = [
+    "python_full_version < '3.11'",
+]
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+    { name = "httpcore2", version = "2.14.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten'" },
+    { name = "idna" },
+    { name = "truststore", marker = "sys_platform != 'emscripten'" },
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+[[package]]
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+    "python_full_version >= '3.15'",
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 [[package]]
@@ -253,9 +347,10 @@ wheels = [
 
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-version = "1.6.5"
+version = "1.7.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "certifi" },
     { name = "httpx" },
     { name = "jsonpatch" },
     { name = "langchain-protocol" },
@@ -267,26 +362,26 @@ dependencies = [
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 [[package]]

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

@@ -354,8 +354,6 @@ class _ResourceOn(
     Generic base class for resource-specific handlers.
     """
 
-    value: type[VCreate | VUpdate | VRead | VDelete | VSearch]
-
     Create: type[VCreate]
     Read: type[VRead]
     Update: type[VUpdate]

libs/sdk-py/langgraph_sdk/errors.py

@@ -2,7 +2,7 @@ from __future__ import annotations
 
 import logging
 import sys
-from typing import Any, Literal, cast
+from typing import Any, cast
 
 import httpx
 import orjson
@@ -106,31 +106,31 @@ class APITimeoutError(APIConnectionError):
 
 
 class BadRequestError(APIStatusError):
-    status_code: Literal[400] = 400
+    status_code: int = 400
 
 
 class AuthenticationError(APIStatusError):
-    status_code: Literal[401] = 401
+    status_code: int = 401
 
 
 class PermissionDeniedError(APIStatusError):
-    status_code: Literal[403] = 403
+    status_code: int = 403
 
 
 class NotFoundError(APIStatusError):
-    status_code: Literal[404] = 404
+    status_code: int = 404
 
 
 class ConflictError(APIStatusError):
-    status_code: Literal[409] = 409
+    status_code: int = 409
 
 
 class UnprocessableEntityError(APIStatusError):
-    status_code: Literal[422] = 422
+    status_code: int = 422
 
 
 class RateLimitError(APIStatusError):
-    status_code: Literal[429] = 429
+    status_code: int = 429
 
 
 class InternalServerError(APIStatusError):

libs/sdk-py/pyproject.toml

@@ -36,7 +36,7 @@ test = [
     "pytest-watch",
 ]
 lint = [
-    "ruff==0.16.9",
+    "ruff==0.17.3",
     "codespell",
     "ty",
     "starlette",

libs/sdk-py/uv.lock

@@ -1,9 +1,11 @@
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-revision = 3
+revision = 5
 requires-python = ">=3.10"
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-    "python_full_version < '3.15'",
+    "python_full_version >= '3.12' and python_full_version < '3.15' and sys_platform == 'emscripten'",
+    "python_full_version == '3.11.*' or (python_full_version >= '3.12' and python_full_version < '3.15' and sys_platform != 'emscripten')",
+    "python_full_version < '3.11'",
 ]
 
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-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.15'" },
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+
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 name = "docopt"
 version = "0.6.2"
@@ -181,7 +192,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" } },
+    { 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" }
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+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
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+]
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 [[package]]
 name = "httpx"
 version = "0.28.1"
@@ -226,12 +270,62 @@ wheels = [
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 [[package]]
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-version = "3.15"
+name = "httpx2"
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+    { name = "httpcore2", version = "2.14.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten'" },
+    { name = "idna" },
+    { name = "truststore", marker = "sys_platform != 'emscripten'" },
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 [[package]]
@@ -266,9 +360,10 @@ wheels = [
 
 [[package]]
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-version = "1.6.5"
+version = "1.7.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "certifi" },
     { name = "httpx" },
     { name = "jsonpatch" },
     { name = "langchain-protocol" },
@@ -277,31 +372,29 @@ dependencies = [
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