feat(langgraph): append-only TranscriptChannel; edits and removals fork

.github/scripts/run_langgraph_cli_test.py

@@ -32,6 +32,8 @@ 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,
@@ -171,5 +173,5 @@ if __name__ == "__main__":
     except BaseException:
         logger.exception("Test failed")
         raise
-
+    
     logger.info("Test execution finished")

.github/workflows/_integration_test.yml

@@ -115,16 +115,21 @@ jobs:
           echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env
           timeout --kill-after=30 300 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-h
           echo "Finished starting up langgraph-test-h"
-          pins=$(grep -oE '"[a-z0-9-]+==[^"]+"' pyproject.toml | tr -d '"')
-          [ -n "$pins" ] || { echo "no == pins found in pyproject.toml"; exit 1; }
-          for pin in $pins; do
-            pkg=${pin%%==*}
-            installed=$(docker run --rm --entrypoint "" langgraph-test-h python -c "from importlib.metadata import version; print(version('$pkg'))")
-            if [ "$installed" != "${pin#*==}" ]; then
-              echo "$pkg $installed != pinned ${pin#*==}"
-              exit 1
-            fi
-          done
+          LANGGRAPH_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langgraph'); print(v);")
+          if [ "$LANGGRAPH_VERSION" != "1.2.6" ]; then
+            echo "LANGGRAPH_VERSION != 1.2.6; $LANGGRAPH_VERSION"
+            exit 1
+          fi
+          LANGCHAIN_OPENAI_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langchain-openai'); print(v);")
+          if [ "$LANGCHAIN_OPENAI_VERSION" != "1.1.14" ]; then
+            echo "LANGCHAIN_OPENAI_VERSION != 1.1.14; $LANGCHAIN_OPENAI_VERSION"
+            exit 1
+          fi
+          LANGCHAIN_ANTHROPIC_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langchain-anthropic'); print(v);")
+          if [ "$LANGCHAIN_ANTHROPIC_VERSION" != "1.4.6" ]; then
+            echo "LANGCHAIN_ANTHROPIC_VERSION != 1.4.6; $LANGCHAIN_ANTHROPIC_VERSION"
+            exit 1
+          fi
 
       - name: Build and test prerelease reqs fail service
         if: ${{ (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch') &&matrix.example.name == 'A' }}

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, Generator, Iterator, Mapping, Sequence
+from collections.abc import AsyncIterator, 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) -> Generator[SqliteSaver, None, None]:
+    def from_conn_string(cls, conn_string: str) -> Iterator[SqliteSaver]:
         """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) -> Generator[sqlite3.Cursor, None, None]:
+    def cursor(self, transaction: bool = True) -> Iterator[sqlite3.Cursor]:
         """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

@@ -4,14 +4,7 @@ import asyncio
 import json
 import random
 import threading
-from collections.abc import (
-    AsyncGenerator,
-    AsyncIterator,
-    Callable,
-    Iterator,
-    Mapping,
-    Sequence,
-)
+from collections.abc import AsyncIterator, Callable, Iterator, Mapping, Sequence
 from contextlib import asynccontextmanager
 from typing import Any, TypeVar, cast
 
@@ -144,7 +137,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
     @asynccontextmanager
     async def from_conn_string(
         cls, conn_string: str
-    ) -> AsyncGenerator[AsyncSqliteSaver, None]:
+    ) -> AsyncIterator[AsyncSqliteSaver]:
         """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 AsyncGenerator, Callable, Iterable, Sequence
+from collections.abc import AsyncIterator, 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,
-    ) -> AsyncGenerator[AsyncSqliteStore, None]:
+    ) -> AsyncIterator[AsyncSqliteStore]:
         """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
-    ) -> AsyncGenerator[aiosqlite.Cursor, None]:
+    ) -> AsyncIterator[aiosqlite.Cursor]:
         """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, Generator, Iterable, Mapping, Sequence
+from collections.abc import Callable, Iterable, Iterator, 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,
-    ) -> Generator[SqliteStore, None, None]:
+    ) -> Iterator[SqliteStore]:
         """Create a new SqliteStore instance from a connection string.
 
         Args:
@@ -1039,9 +1039,7 @@ class SqliteStore(BaseSqliteStore, BaseStore):
             conn.close()
 
     @contextmanager
-    def _cursor(
-        self, *, transaction: bool = True
-    ) -> Generator[sqlite3.Cursor, None, None]:
+    def _cursor(self, *, transaction: bool = True) -> Iterator[sqlite3.Cursor]:
         """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 AsyncGenerator, AsyncIterator, Generator, Iterable
+from collections.abc import 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,
-) -> AsyncGenerator[AsyncSqliteStore, None]:
+) -> AsyncIterator[AsyncSqliteStore]:
     """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]
+from langgraph.channels.binop import BinaryOperatorAggregate  # type: ignore[import-untyped]  # noqa: I001
 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]
+from langgraph.channels.delta import DeltaChannel  # type: ignore[import-untyped]  # noqa: I001
 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 = 5
+revision = 3
 requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.15'",
@@ -751,7 +751,7 @@ wheels = [
 
 [[package]]
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-version = "9.2.0"
+version = "9.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -762,35 +762,35 @@ dependencies = [
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 ]
 
 [[package]]

libs/cli/README.md

@@ -40,7 +40,7 @@ langgraph new [PATH] --template TEMPLATE_NAME
 
 ### `langgraph dev` 🏃‍♀️
 
-Run Agent Server in development mode with hot reloading.
+Run LangGraph API server in development mode with hot reloading.
 
 ```bash
 langgraph dev [OPTIONS]
@@ -54,7 +54,7 @@ langgraph dev [OPTIONS]
 
 ### `langgraph up` 🚀
 
-Launch Agent Server in Docker.
+Launch LangGraph API server in Docker.
 
 ```bash
 langgraph up [OPTIONS]
@@ -86,80 +86,6 @@ langgraph dockerfile SAVE_PATH [OPTIONS]
   -c, --config FILE       Config file path
 ```
 
-### `langgraph deploy`
-
-Build and deploy an Agent Server image to LangSmith. Use `--agent-server-id` to
-update an existing Agent Server and `--agent-server-type` to select its type.
-The legacy `--deployment-id` and `--deployment-type` spellings remain supported
-as hidden compatibility aliases, with no removal scheduled. Older Python CLI
-versions and the JavaScript CLI may still require the legacy spellings; check
-command help for your installed version.
-
-### `langgraph deploy metrics`
-
-Fetch Agent Server monitoring time series as JSON through the LangSmith control plane.
-Use `langgraph deploy list` to find the Agent Server ID. Authentication uses the same
-API key and workspace configuration as the other `deploy` commands.
-
-```bash
-langgraph deploy metrics AGENT_SERVER_ID \
-  --start-time 2026-10-28T00:00:00Z \
-  --end-time 2026-10-28T01:00:00Z \
-  --metrics cpu_usage,memory_usage,worker_count
-```
-
-`--metrics` accepts a comma-separated list of these names (also listed in
-`langgraph deploy metrics --help`):
-
-- Resource usage: `memory_usage`, `cpu_usage`, `disk_usage`
-- Counts: `restart_count`, `replica_count`, `worker_count`, `lg_run_count`
-- HTTP traffic: `responses_per_second`, `error_responses_per_second`, `p95_latency`
-- Queue: `run_queue_wait_time`
-
-These are exact metric names, not free-text search terms. Availability depends on
-the Agent Server and platform; a supported metric may have no data. Use
-`lg_run_count` for Agent Server runs, not the UI schema's placeholder `run_count`.
-
-Omit `--metrics` to fetch all available metrics. Time bounds default to the last
-15 minutes, and the backend picks the resolution from the time
-range. This command never prompts; for an organization-scoped key, set
-`LANGSMITH_TENANT_ID` to the workspace ID.
-
-Default output is compact JSON grouped by section title, chart title, and series
-name. Each series contains its real `project_metric` as `metric`, inferred `unit`
-(`percent`, `count`, or `null`), `latest`, `min`, `max`, `avg`, and
-`points: [[iso_timestamp, value], ...]`. Values are rounded to three decimals;
-statistics use unrounded finite values and ignore missing samples. `latest` is
-the latest non-missing value. Missing samples remain `null` gaps, and series with
-no values have null statistics. Empty sections are marked `{"_empty":true}`.
-
-The top level includes `deployment_id`, `start_time`, `end_time`, and
-`step_seconds`. Bounds always describe the requested window, not the observed
-point bounds. The CLI resolves omitted bounds once: end defaults to now (UTC),
-and start defaults to 15 minutes before the resolved end. With only `--end-time`,
-start is 15 minutes before that value; with only `--start-time`, end is now. Both
-values are sent explicitly to the backend and output, even when there are no points. `step_seconds` is the most common gap between consecutive
-timestamps within series, with ties broken by the smallest gap. Whole seconds
-are integers; fractional seconds are preserved. It is `null` only when every
-series has fewer than two timestamps. UI metadata and repeated series IDs are
-omitted. The host-backend response itself is unchanged.
-
-```bash
-langgraph deploy metrics AGENT_SERVER_ID --summary
-langgraph deploy metrics AGENT_SERVER_ID --raw
-```
-
-`--summary` returns the same shape without `points`. `--raw` returns the original
-UI chart schema without reshaping or rounding. These flags are mutually exclusive.
-Neither mode returns traces.
-
-Size comparison using the realistic synthetic unit-test fixture (compact JSON
-serialization for all modes; not a live Agent Server benchmark):
-
-| Before: raw UI schema | After: default | After: summary |
-| --- | --- | --- |
-| 4,302 bytes | 1,226 bytes (72% smaller) | 806 bytes (81% smaller) |
-
 ## Configuration
 
 The CLI uses a `langgraph.json` configuration file with these key settings:

libs/cli/generate_schema.py

@@ -107,10 +107,6 @@ def add_descriptions_to_schema(schema, cls):
     # Recursively process nested definitions
     if "$defs" in schema:
         for def_name, def_schema in schema["$defs"].items():
-            # msgspec copies raw __doc__, which keeps indentation before Python
-            # 3.13, so clean it here too for classes not listed below.
-            if def_schema.get("description"):
-                def_schema["description"] = inspect.cleandoc(def_schema["description"])
             # Find the class that corresponds to this definition
             for potential_cls in [
                 Config,

libs/cli/langgraph_cli/__init__.py

@@ -1 +1 @@
-__version__ = "0.4.43"
+__version__ = "0.4.40"

libs/cli/langgraph_cli/analytics.py

@@ -48,6 +48,9 @@ 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

@@ -1,11 +1,10 @@
-"""CLI entrypoint for Agent Server."""
+"""CLI entrypoint for LangGraph API server."""
 
 import os
 import pathlib
 import shutil
 import sys
 from collections.abc import Sequence
-from urllib.parse import SplitResult, urlencode, urlsplit, urlunsplit
 
 import click
 import click.exceptions
@@ -46,7 +45,7 @@ OPT_CONFIG = click.option(
 
     \b
     Config file must be a JSON file that has the following keys:
-    - "dependencies": array of dependencies for the Agent Server. Dependencies can be one of the following:
+    - "dependencies": array of dependencies for langgraph API server. Dependencies can be one of the following:
       - ".", which would look for local python packages, as well as pyproject.toml, setup.py or requirements.txt in the app directory
       - "./local_package"
       - "<package_name>
@@ -141,6 +140,17 @@ 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",
@@ -150,7 +160,7 @@ OPT_API_VERSION = click.option(
     "--api-version",
     type=str,
     help=(
-        "Agent Server version to use for the base image. If unspecified, the "
+        "API server version to use for the base image. If unspecified, the "
         "latest stable version will be used. Compatible ranges like "
         "~=0.11.0.dev5 stay on 0.11.0.dev5 while only newer dev builds exist, "
         "then resolve to the newest matching rc or stable release, for example "
@@ -232,94 +242,18 @@ 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,
@@ -330,7 +264,7 @@ def _studio_link(
 @click.option(
     "--base-image",
     default=None,
-    help="Base image to use for the Agent Server. Pin to specific versions using version tags. Defaults to langchain/langgraph-api or langchain/langgraphjs-api."
+    help="Base image to use for the LangGraph API server. Pin to specific versions using version tags. Defaults to langchain/langgraph-api or langchain/langgraphjs-api."
     "\n\n    \b\nExamples:\n    --base-image langchain/langgraph-server:0.2.18  # Pin to a specific patch version"
     "\n    --base-image langchain/langgraph-server:0.2  # Pin to a minor version (Python)",
 )
@@ -339,7 +273,7 @@ def _studio_link(
     is_flag=True,
     help="Wait for services to start before returning. Implies --detach",
 )
-@cli.command(help="🚀 Launch Agent Server.")
+@cli.command(help="🚀 Launch LangGraph API server.")
 @log_command
 def up(
     config: pathlib.Path,
@@ -350,24 +284,17 @@ 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 Agent Server...", fg="green")
+    click.secho("Starting LangGraph API server...", fg="green")
     click.secho(
-        """For local dev, requires env var LANGSMITH_API_KEY with access to LangSmith Agent Server.
+        """For local dev, requires env var LANGSMITH_API_KEY with access to LangSmith Deployment.
 For production use, requires a license key in env var LANGGRAPH_CLOUD_LICENSE_KEY.""",
     )
     with Runner() as runner, Progress(message="Pulling...") as set:
@@ -381,6 +308,8 @@ 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,
@@ -408,12 +337,20 @@ 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: {studio_link}
+- LangGraph Studio: {debugger_origin}/studio/?baseUrl={debugger_base_url_query}
 """
                 )
                 sys.stdout.flush()
@@ -457,7 +394,7 @@ For production use, requires a license key in env var LANGGRAPH_CLOUD_LICENSE_KE
 )
 @click.option(
     "--base-image",
-    help="Base image to use for the Agent Server. Pin to specific versions using version tags. Defaults to langchain/langgraph-api or langchain/langgraphjs-api."
+    help="Base image to use for the LangGraph API server. Pin to specific versions using version tags. Defaults to langchain/langgraph-api or langchain/langgraphjs-api."
     "\n\n    \b\nExamples:\n    --base-image langchain/langgraph-server:0.2.18  # Pin to a specific patch version"
     "\n    --base-image langchain/langgraph-server:0.2  # Pin to a minor version (Python)",
 )
@@ -473,7 +410,7 @@ For production use, requires a license key in env var LANGGRAPH_CLOUD_LICENSE_KE
 )
 @click.argument("docker_build_args", nargs=-1, type=click.UNPROCESSED)
 @cli.command(
-    help="📦 Build Agent Server Docker image.",
+    help="📦 Build LangGraph API server Docker image.",
     context_settings=dict(
         ignore_unknown_options=True,
     ),
@@ -590,12 +527,12 @@ tests
 @OPT_CONFIG
 @click.argument("save_path", type=click.Path(resolve_path=True))
 @cli.command(
-    help="🐳 Generate a Dockerfile for the Agent Server, with Docker Compose options."
+    help="🐳 Generate a Dockerfile for the LangGraph API server, with Docker Compose options."
 )
 @click.option(
     "--add-docker-compose",
     help=(
-        "Add additional files for running the Agent Server with "
+        "Add additional files for running the LangGraph API server with "
         "docker-compose. These files include a docker-compose.yml, .env file, "
         "and a .dockerignore file."
     ),
@@ -603,7 +540,7 @@ tests
 )
 @click.option(
     "--base-image",
-    help="Base image to use for the Agent Server. Pin to specific versions using version tags. Defaults to langchain/langgraph-api or langchain/langgraphjs-api."
+    help="Base image to use for the LangGraph API server. Pin to specific versions using version tags. Defaults to langchain/langgraph-api or langchain/langgraphjs-api."
     "\n\n    \b\nExamples:\n    --base-image langchain/langgraph-server:0.2.18  # Pin to a specific patch version"
     "\n    --base-image langchain/langgraph-server:0.2  # Pin to a minor version (Python)",
 )
@@ -695,7 +632,7 @@ def dockerfile(
                         "\n",
                         "# LANGSMITH_API_KEY=your-api-key",
                         "\n",
-                        "# Or if you have an Agent Server license key, "
+                        "# Or if you have a LangSmith Deployment license key, "
                         "then uncomment the following line: ",
                         "\n",
                         "# LANGGRAPH_CLOUD_LICENSE_KEY=your-license-key",
@@ -792,7 +729,7 @@ def dockerfile(
     "--server-log-level",
     type=str,
     default="WARNING",
-    help="Set the log level for the Agent Server.",
+    help="Set the log level for the API server.",
 )
 @click.option(
     "--ssl-certfile",
@@ -820,7 +757,7 @@ def dockerfile(
 )
 @cli.command(
     "dev",
-    help="🏃‍♀️‍➡️ Run Agent Server in development mode with hot reloading and debugging support",
+    help="🏃‍♀️‍➡️ Run LangGraph API server in development mode with hot reloading and debugging support",
 )
 @log_command
 def dev(
@@ -839,7 +776,7 @@ def dev(
     ssl_certfile: pathlib.Path | None,
     ssl_keyfile: pathlib.Path | None,
 ):
-    """CLI entrypoint for running the Agent Server."""
+    """CLI entrypoint for running the LangGraph API server."""
     if (ssl_certfile is None) != (ssl_keyfile is None):
         raise click.UsageError(
             "Both --ssl-certfile and --ssl-keyfile must be provided to enable HTTPS."
@@ -999,6 +936,8 @@ 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",
@@ -1012,6 +951,8 @@ 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,
@@ -1049,13 +990,15 @@ 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",
     image: str | None = None,
     base_image: str | None = None,
 ) -> tuple[list[str], str]:
-    """Prepare the arguments and stdin for running the Agent Server."""
+    """Prepare the arguments and stdin for running the LangGraph API server."""
     config_json = langgraph_cli.config.validate_config_file(config_path)
     warn_non_wolfi_distro(config_json)
     # pull latest images
@@ -1090,6 +1033,8 @@ 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/deploy.py

@@ -11,9 +11,8 @@ import time
 from collections.abc import Callable, Mapping, Sequence
 from contextlib import contextmanager
 from dataclasses import asdict, dataclass, field
-from datetime import datetime, timedelta, timezone
+from datetime import datetime, timezone
 from typing import Generic, Protocol, TypeVar
-from uuid import UUID
 
 import click
 import click.exceptions
@@ -24,7 +23,6 @@ from langgraph_cli.analytics import log_command
 from langgraph_cli.config import Config
 from langgraph_cli.constants import DEFAULT_CONFIG
 from langgraph_cli.dependency_tracking import find_tracked_packages
-from langgraph_cli.deployment_metrics import compact_deployment_metrics
 from langgraph_cli.docker import build_docker_image, can_build_locally
 from langgraph_cli.exec import CommandRunner, Runner, subp_exec
 from langgraph_cli.host_backend import (
@@ -138,7 +136,7 @@ class BuildResult:
     progress_message: str = ""
     timeout_seconds: int = 300
     poll_interval_seconds: int = 1
-    no_result_message: str = "Agent Server updated"
+    no_result_message: str = "Deployment updated"
     on_poll: Callable[[str, str, Callable[[str], None]], None] | None = None
     on_interrupt: Callable[[str], None] | None = None
     show_build_logs_on_failure: bool = False
@@ -465,7 +463,7 @@ def deployment_selector(deployment_id: str | None, name: str | None) -> ById | B
         return ById(deployment_id)
     if name:
         return ByName(name)
-    raise click.UsageError("Either --agent-server-id or --name is required.")
+    raise click.UsageError("Either --deployment-id or --name is required.")
 
 
 def validate_deploy_commands(
@@ -513,9 +511,9 @@ def find_deployment_by_name(
 
 
 def normalize_name(value: str | None) -> str:
-    """Sanitize an Agent Server/directory name into a valid Agent Server name.
+    """Sanitize a deployment/directory name into a valid deployment name.
 
-    Agent Server names only allow lowercase
+    LangSmith Deployment names only allow lowercase
     alphanumeric characters and hyphens ([a-z0-9-]).
     Invalid characters are replaced with hyphens.
     """
@@ -571,8 +569,8 @@ def _validate_prebuilt_image(
     if image_platform != _DEPLOYMENT_PLATFORM:
         detected = image_platform or "unknown"
         raise click.ClickException(
-            f"Docker image '{image}' targets {detected}, but LangSmith Agent Server "
-            f"hosting requires {_DEPLOYMENT_PLATFORM}. Rebuild or pull the image for "
+            f"Docker image '{image}' targets {detected}, but LangSmith Deployment "
+            f"requires {_DEPLOYMENT_PLATFORM}. Rebuild or pull the image for "
             f"{_DEPLOYMENT_PLATFORM} before deploying with --image."
         )
     _get_emitter().info(f"Image is available for {_DEPLOYMENT_PLATFORM}")
@@ -643,7 +641,7 @@ class DeploymentRow:
         identifier = _text(deployment, "id")
         if identifier is None:
             raise HostBackendError(
-                "The control plane returned an Agent Server without an id."
+                "The control plane returned a deployment without an id."
             )
         return cls(identifier, _text(deployment, "name"), _deployment_url(deployment))
 
@@ -655,7 +653,7 @@ class DeploymentRow:
 
 
 DEPLOYMENTS_TABLE = Table(
-    ("Agent Server ID", "Agent Server Name", "Agent Server URL"), DeploymentRow.cells
+    ("Deployment ID", "Deployment Name", "Deployment URL"), DeploymentRow.cells
 )
 
 LISTENERS_TABLE = Table(("Listener ID", "Compute ID", "Namespaces"), Listener.cells)
@@ -806,7 +804,7 @@ def _log_deploy_step(step: int, message: str, **extra: object) -> None:
 def _fetch_deployment(
     client: HostBackendClient, step: int, selector: ById
 ) -> tuple[ExistingDeployment, int]:
-    _log_deploy_step(step, f"Using Agent Server {selector.deployment_id}")
+    _log_deploy_step(step, f"Using deployment {selector.deployment_id}")
     resource = _call_host_backend_with_optional_tenant(
         client, lambda c: c.get_deployment(selector.deployment_id)
     )
@@ -833,7 +831,7 @@ def _find_deployment(
         )
         if len(existing) > 1:
             raise click.ClickException(
-                "This control plane does not filter Agent Servers by agent, so the "
+                "This control plane does not filter deployments by agent, so the "
                 f"CLI cannot tell which one belongs to '{selector.agent_id}' in "
                 f"{selector.environment}. Deploy by --name instead."
             )
@@ -846,7 +844,7 @@ def _find_deployment(
             None,
         )
     else:
-        _log_deploy_step(step, f"Looking up Agent Server '{selector.name}'")
+        _log_deploy_step(step, f"Looking up deployment '{selector.name}'")
         found = _call_host_backend_with_optional_tenant(
             client, lambda c: find_deployment_by_name(c, selector.name)
         )
@@ -854,7 +852,7 @@ def _find_deployment(
     if found is None:
         em.warn(not_found_message)
     else:
-        em.info(f"Found existing Agent Server (ID: {found.id})")
+        em.info(f"Found existing deployment (ID: {found.id})")
     return found, step + 1
 
 
@@ -877,9 +875,9 @@ def _create_deployment(
 ) -> tuple[CreatedDeployment, int]:
     _log_deploy_step(
         step,
-        f"Creating Agent Server for agent '{agent['agent_id']}' in {agent['environment']}"
+        f"Creating deployment for agent '{agent['agent_id']}' in {agent['environment']}"
         if agent is not None
-        else f"Creating Agent Server '{name}'",
+        else f"Creating deployment '{name}'",
     )
     try:
         created = client.create_deployment(
@@ -893,7 +891,7 @@ def _create_deployment(
     except HostBackendError as err:
         if agent is not None and err.status_code == 409:
             raise HostBackendError(
-                "This agent already has an Agent Server in this environment.",
+                "This agent already has a deployment in this environment.",
                 status_code=409,
             ) from None
         raise
@@ -903,8 +901,8 @@ def _create_deployment(
             "POST /v2/deployments succeeded but response missing a valid 'id'"
         )
     if agent is not None:
-        _get_emitter().info(f"Agent Server name: {created.get('name')}")
-    _get_emitter().info(f"Agent Server ID: {created_id}", deployment_id=created_id)
+        _get_emitter().info(f"Deployment name: {created.get('name')}")
+    _get_emitter().info(f"Deployment ID: {created_id}", deployment_id=created_id)
     return CreatedDeployment(created_id, created), step + 1
 
 
@@ -1324,10 +1322,10 @@ def _run_local_build(
                 in err.message
             ):
                 raise click.ClickException(
-                    f"Agent Server '{deployment_id}' was not created by 'langgraph deploy' "
+                    f"Deployment '{deployment_id}' was not created by 'langgraph deploy' "
                     "and cannot be updated with this command.\n"
-                    "Please create a new Agent Server by running 'langgraph deploy' "
-                    "without --agent-server-id, or use a different --name."
+                    "Please create a new deployment by running 'langgraph deploy' "
+                    "without --deployment-id, or use a different --name."
                 ) from None
             raise
         deployment_token = push_data.get("token")
@@ -1391,7 +1389,7 @@ def _run_local_build(
             verbose=verbose,
         )
 
-        _log_deploy_step(step, f"Updating Agent Server {deployment_id}")
+        _log_deploy_step(step, f"Updating deployment {deployment_id}")
         updated = client.update_deployment(
             deployment_id,
             resolved_image,
@@ -1400,7 +1398,7 @@ def _run_local_build(
             tracked_packages=tracked_packages,
         )
 
-    return _image_revision_result(updated, "Agent Server updated")
+    return _image_revision_result(updated, "Deployment updated")
 
 
 def _run_remote_build(
@@ -1488,7 +1486,7 @@ def _run_remote_build(
 
     def _handle_interrupt(revision_id: str) -> None:
         em.warn(
-            f"\nInterrupted. Agent Server ID: {deployment_id}, Revision ID: {revision_id}"
+            f"\nInterrupted. Deployment ID: {deployment_id}, Revision ID: {revision_id}"
         )
         em.warn("The build will continue remotely.")
 
@@ -1558,7 +1556,7 @@ def _resolve_or_create(
             "Scale to zero deployments are not supported in AWS environments"
         ):
             raise HostBackendError(
-                f"{err.message}\nUse --agent-server-type dev instead.",
+                f"{err.message}\nUse --deployment-type dev instead.",
                 status_code=err.status_code,
                 detail=err.detail,
             ) from None
@@ -1613,10 +1611,10 @@ def _available_listeners(client: HostBackendClient) -> tuple[Listener, ...]:
 def _ensure_customer_registry_source(existing: ExistingDeployment) -> None:
     if existing.source != _CUSTOMER_REGISTRY_SOURCE:
         raise click.UsageError(
-            f"Agent Server {existing.id} was not created from an external image "
+            f"Deployment {existing.id} was not created from an external image "
             "and cannot be updated with --push-to or --image-uri. Run without "
             "either flag to keep its current build mode, or use a different "
-            "--name to create a new Agent Server."
+            "--name to create a new deployment."
         )
 
 
@@ -1630,7 +1628,7 @@ class ManagedRegistrySource:
         deployment_id, step = _resolve_or_create(
             ctx,
             source="internal_docker",
-            not_found_message="No Agent Server found. Will create after build.",
+            not_found_message="No deployment found. Will create after build.",
         )
         build_result = _run_local_build(
             client=ctx.client,
@@ -1654,7 +1652,7 @@ class RemoteBuildSource:
         deployment_id, step = _resolve_or_create(
             ctx,
             source="internal_source",
-            not_found_message="No Agent Server found. Will create.",
+            not_found_message="No deployment found. Will create.",
         )
         build_result = _run_remote_build(
             client=ctx.client,
@@ -1723,24 +1721,24 @@ class CreateOnlySettings:
         if push_to is None and image_uri is None and self.requested:
             raise click.UsageError(
                 "--listener-id, --k8s-namespace, and --image-pull-secret only "
-                "apply when creating an Agent Server with --push-to or --image-uri."
+                "apply when creating a deployment with --push-to or --image-uri."
             )
 
     def ensure_not_existing(self, deployment_id: str) -> None:
         if self.placement.requested:
             raise click.UsageError(
-                "Listener and namespace are fixed when an Agent Server is "
-                f"created. Agent Server {deployment_id} already exists, so "
+                "Listener and namespace are fixed when a deployment is "
+                f"created. Deployment {deployment_id} already exists, so "
                 "drop --listener-id and --k8s-namespace, or create a new "
-                "Agent Server with a different --name."
+                "deployment with a different --name."
             )
         if self.image_pull_secrets:
             raise click.UsageError(
                 "langgraph deploy does not update image pull secrets on an "
-                f"existing Agent Server. Agent Server {deployment_id} already "
+                f"existing deployment. Deployment {deployment_id} already "
                 "exists, so drop --image-pull-secret and update resource_spec "
                 "through the API or the LangSmith UI instead, or create a "
-                "new Agent Server with a different --name."
+                "new deployment with a different --name."
             )
 
 
@@ -1757,7 +1755,7 @@ class CustomerRegistrySource:
             ctx.client,
             1,
             ctx.selector,
-            not_found_message="No Agent Server found. Will create after push.",
+            not_found_message="No deployment found. Will create after push.",
         )
         if found is not None:
             return self._update(ctx, found, step)
@@ -1771,7 +1769,7 @@ class CustomerRegistrySource:
         _ensure_customer_registry_source(existing)
         self.create_only.ensure_not_existing(existing.id)
         image_uri, step = self._publish(ctx, step)
-        _log_deploy_step(step, f"Updating Agent Server {existing.id}")
+        _log_deploy_step(step, f"Updating deployment {existing.id}")
         updated = ctx.client.update_deployment(
             existing.id,
             image_uri,
@@ -1780,7 +1778,7 @@ class CustomerRegistrySource:
             tracked_packages=ctx.tracked_packages,
         )
         return DeployOutcome(
-            existing.id, _image_revision_result(updated, "Agent Server updated")
+            existing.id, _image_revision_result(updated, "Deployment updated")
         )
 
     def _resolve_placement(self, ctx: DeployContext) -> Placement:
@@ -1829,7 +1827,7 @@ class CustomerRegistrySource:
                 ) from None
             raise
         return DeployOutcome(
-            created.id, _image_revision_result(created.resource, "Agent Server created")
+            created.id, _image_revision_result(created.resource, "Deployment created")
         )
 
     def _publish(self, ctx: DeployContext, step: int) -> tuple[str, int]:
@@ -2052,7 +2050,7 @@ def _call_host_backend_with_optional_tenant(
             if err.status_code == 403 and "not enabled" in err.message.lower():
                 smith_base = client.endpoints.dashboard_url
                 raise HostBackendError(
-                    "LangSmith Agent Server hosting is not enabled for this organization. "
+                    "LangSmith Deployment is not enabled for this organization. "
                     f"Enable it at {smith_base}/host/deployments"
                     " (ensure this matches the organization for your API key).",
                     status_code=403,
@@ -2064,15 +2062,6 @@ def _call_host_backend_with_optional_tenant(
 # Click options shared by deploy commands
 # ---------------------------------------------------------------------------
 
-
-def _normalize_deploy_token(token: str) -> str:
-    """Accept legacy option names without advertising them in help or errors."""
-    return {
-        "deployment-id": "agent-server-id",
-        "deployment-type": "agent-server-type",
-    }.get(token, token)
-
-
 OPT_HOST_API_KEY = click.option(
     "--api-key",
     envvar="LANGGRAPH_HOST_API_KEY",
@@ -2086,9 +2075,9 @@ OPT_HOST_DEPLOYMENT_NAME = click.option(
     "--name",
     envvar=_DEPLOYMENT_NAME_ENV,
     help=(
-        "Agent Server name. Can also be set via LANGSMITH_DEPLOYMENT_NAME "
+        "Deployment name. Can also be set via LANGSMITH_DEPLOYMENT_NAME "
         "environment variable or .env file. Defaults to current directory name "
-        "if --agent-server-id is not provided."
+        "if --deployment-id is not provided."
     ),
 )
 
@@ -2216,21 +2205,19 @@ def _deploy_base_options(
             OPT_AGENT_ID,
             OPT_AGENT_ENVIRONMENT,
             click.option(
-                "--agent-server-id",
-                "deployment_id",
+                "--deployment-id",
                 help=(
-                    "ID of an existing Agent Server to update. If omitted, "
-                    "--name is used to find or create the Agent Server."
+                    "ID of an existing deployment to update. If omitted, "
+                    "--name is used to find or create the deployment."
                 ),
             ),
             click.option(
-                "--agent-server-type",
-                "deployment_type",
+                "--deployment-type",
                 type=click.Choice(["serverless", "dedicated", "dev", "prod"]),
                 default="serverless",
                 show_default=True,
                 help=(
-                    "Agent Server type (used when creating a new Agent Server): "
+                    "Deployment type (used when creating a new deployment): "
                     "serverless (scale to zero) or dedicated (prod); "
                     "legacy dev and prod are also accepted. "
                     "Ignored with --push-to."
@@ -2249,7 +2236,7 @@ def _deploy_base_options(
                 "--tag",
                 "-t",
                 default=None,
-                help="Tag to use for the pushed Agent Server image. [default: latest]",
+                help="Tag to use for the pushed deployment image. [default: latest]",
             ),
             click.option(
                 "--image",
@@ -2282,16 +2269,16 @@ def _deploy_base_options(
             click.option(
                 "--listener-id",
                 help=(
-                    "Listener that will run the Agent Server, for workspaces that "
+                    "Listener that will run the deployment, for workspaces that "
                     "deploy through a listener in your own cluster. Only used when "
-                    "creating an Agent Server with --push-to or --image-uri."
+                    "creating a deployment with --push-to or --image-uri."
                 ),
             ),
             click.option(
                 "--k8s-namespace",
                 help=(
                     "Kubernetes namespace the listener deploys into. Only used when "
-                    "creating an Agent Server with --push-to or --image-uri."
+                    "creating a deployment with --push-to or --image-uri."
                 ),
             ),
             click.option(
@@ -2300,9 +2287,9 @@ def _deploy_base_options(
                 multiple=True,
                 help=(
                     "Name of a Kubernetes secret (type kubernetes.io/"
-                    "dockerconfigjson) in the Agent Server's namespace to use for "
+                    "dockerconfigjson) in the deployment's namespace to use for "
                     "pulling the image from a private registry. Repeat to give "
-                    "more than one. Only used when creating an Agent Server with "
+                    "more than one. Only used when creating a deployment with "
                     "--push-to or --image-uri."
                 ),
             ),
@@ -2369,18 +2356,14 @@ def _deploy_base_options(
 @click.group(
     cls=DeployGroup,
     help=(
-        "[Beta] Build and deploy an Agent Server image to LangSmith.\n\n"
+        "[Beta] Build and deploy a LangGraph image to LangSmith Deployment.\n\n"
         "This command is in beta and under active development. "
         "Expect frequent updates and improvements.\n\n"
         "Run from the root of your LangGraph project (where langgraph.json "
         "is located). This command also accepts build flags (--base-image, "
         "--config, --pull, etc.). See 'langgraph build --help' for details."
     ),
-    context_settings=dict(
-        ignore_unknown_options=True,
-        allow_extra_args=True,
-        token_normalize_func=_normalize_deploy_token,
-    ),
+    context_settings=dict(ignore_unknown_options=True, allow_extra_args=True),
     invoke_without_command=True,  # allow `deploy` click group to execute without command
 )
 @_deploy_base_options(include_docker_args=False, validate_config_path=False)
@@ -2404,11 +2387,7 @@ def deploy(ctx: click.Context, **_: object):
 
 
 @_deploy_base_options()
-@click.command(
-    context_settings=dict(
-        ignore_unknown_options=True, token_normalize_func=_normalize_deploy_token
-    )
-)
+@click.command(context_settings=dict(ignore_unknown_options=True))
 def _deploy_cmd(
     config: pathlib.Path,
     pull: bool,
@@ -2458,13 +2437,13 @@ def _deploy_cmd(
             )
         if name is not None or deployment_id is not None:
             raise click.UsageError(
-                "--agent-id and --agent-environment cannot be combined with --name or --agent-server-id."
+                "--agent-id and --agent-environment cannot be combined with --name or --deployment-id."
             )
         agent = {"agent_id": agent_id, "environment": environment}
     if not config.exists():
         message = (
             "We couldn't find a langgraph.json file. Run `langgraph deploy` from "
-            "the root of your LangGraph project. To get started, visit "
+            "the root of a LangSmith Deployment project. To get started, visit "
             "https://docs.langchain.com/langsmith/deployment-quickstart."
         )
         if json_output:
@@ -2483,14 +2462,14 @@ def _deploy_cmd(
         if no_input:
             name = default_name
         else:
-            name = click.prompt("Agent Server name", default=default_name)
+            name = click.prompt("Deployment name", default=default_name)
     if name and not deployment_id:
         name = normalize_name(name)
         if not no_input:
             env_path = _resolve_env_path(config_json, config)
             if env_path is not None:
                 set_key(str(env_path), _DEPLOYMENT_NAME_ENV, name)
-                em.info(f"Saved Agent Server name to {env_path}")
+                em.info(f"Saved deployment name to {env_path}")
 
     secrets = _secrets_from_env(_env_without_deployment_name(env_vars))
 
@@ -2587,7 +2566,7 @@ def _deploy_cmd(
         client,
         outcome.deployment_id,
         last_status,
-        dashboard_label="Agent Server dashboard",
+        dashboard_label="Deployment dashboard",
         status_url=dep_status_url,
     )
 
@@ -2604,16 +2583,16 @@ def _deploy_cmd(
 @click.option(
     "--name-contains",
     default="",
-    help="Only show Agent Servers whose names contain this value.",
+    help="Only show deployments whose names contain this value.",
 )
 @click.option(
     "--json",
     "json_output",
     is_flag=True,
     default=False,
-    help="Print the Agent Servers as a JSON array of {id, name} instead of a table.",
+    help="Print the deployments as a JSON array of {id, name} instead of a table.",
 )
-@deploy.command("list", help="[Beta] List Agent Servers.")
+@deploy.command("list", help="[Beta] List LangSmith Deployments.")
 def deploy_list(
     api_key: str | None,
     host_url: str | None,
@@ -2645,7 +2624,7 @@ def deploy_list(
     if json_output:
         click.echo(json_mod.dumps([deployment.as_json() for deployment in deployments]))
     elif not deployments:
-        click.echo("No Agent Servers found.")
+        click.echo("No deployments found.")
     else:
         click.echo(DEPLOYMENTS_TABLE.render(deployments))
 
@@ -2655,81 +2634,6 @@ def deploy_list(
 # ---------------------------------------------------------------------------
 
 
-@OPT_HOST_API_KEY
-@OPT_HOST_URL
-@click.argument("deployment_id", type=click.UUID, metavar="AGENT_SERVER_ID")
-@click.option(
-    "--start-time",
-    help="ISO8601 start time. Defaults to 15 minutes before --end-time.",
-)
-@click.option("--end-time", help="ISO8601 end time. Defaults to now.")
-@click.option(
-    "--metrics",
-    help=(
-        "Comma-separated metric names. Defaults to all metrics. Supported names: "
-        "memory_usage, cpu_usage, disk_usage, restart_count, replica_count, "
-        "worker_count, lg_run_count, responses_per_second, "
-        "error_responses_per_second, p95_latency, run_queue_wait_time. "
-        "Availability depends on the Agent Server and platform."
-    ),
-)
-@click.option(
-    "--summary", is_flag=True, help="Omit points and print per-series statistics only."
-)
-@click.option(
-    "--raw", is_flag=True, help="Print the original host-backend chart schema."
-)
-@deploy.command(
-    "metrics", help="[Beta] Fetch Agent Server monitoring time series as compact JSON."
-)
-def deploy_metrics(
-    api_key: str | None,
-    host_url: str | None,
-    deployment_id: UUID,
-    start_time: str | None,
-    end_time: str | None,
-    metrics: str | None,
-    summary: bool,
-    raw: bool,
-) -> None:
-    if summary and raw:
-        raise click.UsageError("--summary and --raw are mutually exclusive.")
-    end_time = end_time or datetime.now(timezone.utc).isoformat()
-    if start_time is None:
-        try:
-            end = datetime.fromisoformat(end_time.replace("Z", "+00:00"))
-        except ValueError as exc:
-            raise click.BadParameter(
-                "Expected an ISO8601 timestamp.", param_hint="--end-time"
-            ) from exc
-        end = end.replace(tzinfo=end.tzinfo or timezone.utc).astimezone(timezone.utc)
-        start_time = (end - timedelta(minutes=15)).isoformat()
-    params = {
-        key: value
-        for key, value in {
-            "start_time": start_time,
-            "end_time": end_time,
-            "metrics": metrics,
-        }.items()
-        if value is not None
-    }
-    client = _create_host_backend_client(host_url, api_key, no_input=True)
-    result = _call_host_backend_with_optional_tenant(
-        client,
-        lambda c: c.get_deployment_metrics(str(deployment_id), params),
-        no_input=True,
-    )
-    if not raw:
-        result = compact_deployment_metrics(
-            result,
-            str(deployment_id),
-            start_time=start_time,
-            end_time=end_time,
-            summary=summary,
-        )
-    click.echo(json_mod.dumps(result, separators=(",", ":")))
-
-
 @deploy.group(
     "listeners",
     cls=NestedHelpGroup,
@@ -2781,7 +2685,7 @@ def deploy_listeners_list(
 
 
 @deploy.group(
-    "revisions", cls=NestedHelpGroup, help="[Beta] Manage Agent Server revisions."
+    "revisions", cls=NestedHelpGroup, help="[Beta] Manage deployment revisions."
 )
 def deploy_revisions() -> None:
     pass
@@ -2796,12 +2700,12 @@ def deploy_revisions() -> None:
     show_default=True,
     help="Maximum number of revisions to return.",
 )
-@click.argument("deployment_id", metavar="AGENT_SERVER_ID")
+@click.argument("deployment_id")
 @deploy_revisions.command(
     "list",
     help=(
-        "[Beta] List revisions for an Agent Server.\n\n"
-        "Use the `deploy list` command to list Agent Server IDs."
+        "[Beta] List revisions for a LangSmith Deployment.\n\n"
+        "Use the `deploy list` command to list deployment IDs."
     ),
 )
 def deploy_revisions_list(
@@ -2813,7 +2717,7 @@ def deploy_revisions_list(
         lambda c: c.list_revisions(deployment_id, limit=limit),
     )
     if not revisions:
-        click.echo(f"No revisions found for Agent Server {deployment_id}.")
+        click.echo(f"No revisions found for deployment {deployment_id}.")
         return
     click.echo(REVISIONS_TABLE.render(_with_replaced_status(revisions)))
 
@@ -2831,12 +2735,12 @@ def deploy_revisions_list(
     default=False,
     help="Delete without prompting for confirmation.",
 )
-@click.argument("deployment_id", metavar="AGENT_SERVER_ID")
+@click.argument("deployment_id")
 @deploy.command(
     "delete",
     help=(
-        "[Beta] Delete an Agent Server.\n\n"
-        "Use the `deploy list` command to list Agent Server IDs."
+        "[Beta] Delete a LangSmith Deployment.\n\n"
+        "Use the `deploy list` command to list deployment IDs."
     ),
 )
 def deploy_delete(
@@ -2845,7 +2749,7 @@ def deploy_delete(
     if not force:
         response = click.prompt(
             click.style(
-                f"Are you sure you want to delete Agent Server ID {deployment_id}? (Y/n)",
+                f"Are you sure you want to delete deployment ID {deployment_id}? (Y/n)",
                 fg="yellow",
             ),
             default="Y",
@@ -2858,7 +2762,7 @@ def deploy_delete(
         client,
         lambda c: c.delete_deployment(deployment_id),
     )
-    click.secho(f"Deleted Agent Server {deployment_id}.", fg="green")
+    click.secho(f"Deleted deployment {deployment_id}.", fg="green")
 
 
 # ---------------------------------------------------------------------------
@@ -2869,9 +2773,8 @@ def deploy_delete(
 @OPT_HOST_API_KEY
 @OPT_HOST_DEPLOYMENT_NAME
 @click.option(
-    "--agent-server-id",
-    "deployment_id",
-    help="Agent Server ID. If omitted, --name is used to find the Agent Server.",
+    "--deployment-id",
+    help="Deployment ID. If omitted, --name is used to find the deployment.",
 )
 @click.option(
     "--type",
@@ -2880,8 +2783,8 @@ def deploy_delete(
     default="deploy",
     show_default=True,
     help=(
-        "Log stream to fetch: 'deploy' shows Agent Server runtime logs; "
-        "'build' shows build logs (for Agent Servers built remotely)."
+        "Log stream to fetch: 'deploy' shows agent server runtime logs; "
+        "'build' shows build logs (for deployments built remotely)."
     ),
 )
 @click.option(
@@ -2926,7 +2829,7 @@ def deploy_delete(
 @deploy.command(
     "logs",
     help=(
-        "[Beta] Fetch Agent Server logs. Use 'deploy' for Agent Server runtime "
+        "[Beta] Fetch LangSmith Deployment logs. Use 'deploy' for agent runtime "
         "logs, or 'build' for remote build logs."
     ),
 )
@@ -2958,14 +2861,14 @@ def deploy_logs(
             client, lambda c: find_deployment_by_name(c, name_to_find)
         )
         if found is None:
-            raise click.ClickException(f"Agent Server '{name_to_find}' not found.")
+            raise click.ClickException(f"Deployment '{name_to_find}' not found.")
         dep_id = found.id
 
     if log_type == "build" and not revision_id:
         revisions = client.list_revisions(dep_id, limit=1)
         if not revisions:
             raise click.ClickException(
-                "No revisions found for this Agent Server. Cannot fetch build logs."
+                "No revisions found for this deployment. Cannot fetch build logs."
             )
         revision_id = str(revisions[0]["id"])
         click.secho(f"Using latest revision: {revision_id}", fg="cyan")

libs/cli/langgraph_cli/deployment_metrics.py

@@ -1,95 +0,0 @@
-"""Compact deployment chart responses for command-line consumers."""
-
-import math
-from collections import Counter, defaultdict
-from datetime import datetime, timezone
-from statistics import fmean
-from typing import Any
-
-
-def _timestamp(value: str) -> datetime:
-    timestamp = datetime.fromisoformat(value.replace("Z", "+00:00"))
-    return timestamp.replace(tzinfo=timestamp.tzinfo or timezone.utc).astimezone(
-        timezone.utc
-    )
-
-
-def _iso(value: datetime) -> str:
-    return value.isoformat().replace("+00:00", "Z")
-
-
-def _unit(title: str, metric: str | None) -> str | None:
-    if "%" in title:
-        return "percent"
-    if metric in {
-        "restart_count",
-        "replica_count",
-        "worker_count",
-        "lg_run_count",
-        "run_count",
-    }:
-        return "count"
-    return None
-
-
-def compact_deployment_metrics(
-    response: dict[str, Any],
-    deployment_id: str,
-    *,
-    start_time: str,
-    end_time: str,
-    summary: bool = False,
-) -> dict[str, Any]:
-    """Reshape UI charts without mutating the response; step is in seconds."""
-    sections = {}
-    spacings: Counter[float] = Counter()
-    source_sections = list(response.get("sub_sections") or [])
-    if response.get("charts"):
-        source_sections.insert(0, response)
-    for section in source_sections:
-        charts = {}
-        for chart in section.get("charts") or []:
-            by_series = defaultdict(list)
-            for point in chart.get("data") or []:
-                timestamp = _timestamp(point["timestamp"])
-                value = point.get("value")
-                if value is not None and not math.isfinite(value):
-                    value = None
-                by_series[point["series_id"]].append((timestamp, value))
-            series_output = {}
-            for series in chart.get("series") or []:
-                points = sorted(by_series[series["id"]], key=lambda point: point[0])
-                times = sorted({timestamp for timestamp, _ in points})
-                spacings.update(
-                    (b - a).total_seconds()
-                    for a, b in zip(times, times[1:], strict=False)
-                )
-                values = [value for _, value in points if value is not None]
-                metric = series.get("project_metric")
-                stats = {
-                    "metric": metric,
-                    "unit": _unit(chart["title"], metric),
-                    "latest": round(values[-1], 3) if values else None,
-                    "min": round(min(values), 3) if values else None,
-                    "max": round(max(values), 3) if values else None,
-                    "avg": round(fmean(values), 3) if values else None,
-                }
-                if not summary:
-                    stats["points"] = [
-                        [
-                            _iso(timestamp),
-                            round(value, 3) if value is not None else None,
-                        ]
-                        for timestamp, value in points
-                    ]
-                series_output[series["name"]] = stats
-            charts[chart["title"]] = series_output or {"_empty": True}
-        sections[section["title"]] = charts or {"_empty": True}
-    step = min(spacings, key=lambda gap: (-spacings[gap], gap)) if spacings else None
-    return {
-        "deployment_id": deployment_id,
-        "start_time": start_time,
-        "end_time": end_time,
-        "step_seconds": int(step) if step is not None and step.is_integer() else step,
-        "sections": sections or {"_empty": True},
-    }

libs/cli/langgraph_cli/docker.py

@@ -142,6 +142,29 @@ 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."""
@@ -168,11 +191,13 @@ 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
     image: str | None = None,
-    # Base image to use for the Agent Server
+    # Base image to use for the LangGraph API server
     base_image: str | None = None,
     # API version of the base image
     api_version: str | None = None,
@@ -228,6 +253,12 @@ 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",
@@ -258,7 +289,7 @@ def compose_as_dict(
             "test": "python /api/healthcheck.py",
             "interval": "60s",
             "start_interval": "1s",
-            "start_period": "60s",
+            "start_period": "10s",
         }
 
     # Final compose dictionary with volumes included if needed
@@ -274,6 +305,8 @@ 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,
@@ -285,6 +318,8 @@ 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/langgraph_cli/host_backend.py

@@ -362,13 +362,6 @@ class HostBackendClient:
             f"/v2/deployments/{deployment_id}/revisions/{revision_id}",
         )
 
-    def get_deployment_metrics(
-        self, deployment_id: str, params: dict[str, Any]
-    ) -> dict[str, Any]:
-        return self._request(
-            "GET", f"/v2/deployments/{deployment_id}/metrics", params=params
-        )
-
     def get_build_logs(
         self, project_id: str, revision_id: str, payload: dict[str, Any]
     ) -> Any:

libs/cli/langgraph_cli/schemas.py

@@ -317,7 +317,7 @@ class AuthConfig(TypedDict, total=False):
     """Optional. Whether to disable LangSmith API-key authentication for requests originating the Studio.
 
     Defaults to False, meaning that if a particular header is set, the server will verify the `x-api-key` header
-    value is a valid API key for the Agent Server's workspace. If `True`, all requests will go through your custom
+    value is a valid API key for the deployment's workspace. If `True`, all requests will go through your custom
     authentication logic, regardless of origin of the request.
     """
     openapi: SecurityConfig
@@ -461,7 +461,7 @@ class ConfigurableHeaderConfig(TypedDict, total=False):
 
 
 class HttpConfig(TypedDict, total=False):
-    """Configuration for the built-in HTTP server that powers your Agent Server's routes and endpoints."""
+    """Configuration for the built-in HTTP server that powers your deployment's routes and endpoints."""
 
     app: str
     """Optional. Import path to a custom Starlette/FastAPI application to mount.
@@ -490,12 +490,12 @@ class HttpConfig(TypedDict, total=False):
     Default is False.
     """
     disable_mcp: bool
-    """Optional. If `True`, /mcp routes are removed, disabling default support to expose the Agent Server as an MCP server.
+    """Optional. If `True`, /mcp routes are removed, disabling default support to expose the deployment as an MCP server.
 
     Default is False.
     """
     disable_a2a: bool
-    """Optional. If `True`, /a2a routes are removed, disabling default support to expose the Agent Server as an agent-to-agent (A2A) server.
+    """Optional. If `True`, /a2a routes are removed, disabling default support to expose the deployment as an agent-to-agent (A2A) server.
 
     Default is False.
     """
@@ -638,16 +638,16 @@ class Config(TypedDict, total=False):
 
     python_version: str
     """Optional. Python version in 'major.minor' format (e.g. '3.11').
-    Must be at least 3.11 or greater for this Agent Server to function properly.
+    Must be at least 3.11 or greater for this deployment to function properly.
     """
 
     node_version: str | None
-    """Optional. Node.js version as a major version (e.g. '20'), if your Agent Server needs Node.
+    """Optional. Node.js version as a major version (e.g. '20'), if your deployment needs Node.
     Must be >= 20 if provided.
     """
 
     api_version: str | None
-    """Optional. Which semantic version of the Agent Server to use.
+    """Optional. Which semantic version of the LangGraph API server to use.
 
     Defaults to latest. Check the
     [changelog](https://docs.langchain.com/langgraph-platform/langgraph-server-changelog)
@@ -658,7 +658,7 @@ class Config(TypedDict, total=False):
     """
 
     base_image: str | None
-    """Optional. Base image to use for the Agent Server.
+    """Optional. Base image to use for the LangGraph API server.
 
     Defaults to langchain/langgraph-api or langchain/langgraphjs-api."""
 
@@ -740,7 +740,7 @@ class Config(TypedDict, total=False):
     """
 
     env: dict[str, str] | str
-    """Optional. Environment variables to set for your Agent Server.
+    """Optional. Environment variables to set for your deployment.
 
     - If given as a dict, keys are variable names and values are their values.
     - If given as a string, it must be a path to a file containing lines in KEY=VALUE format.

libs/cli/schemas/schema.json

@@ -12,7 +12,7 @@
           "properties": {
             "python_version": {
               "type": "string",
-              "description": "Optional. Python version in 'major.minor' format (e.g. '3.11').\nMust be at least 3.11 or greater for this Agent Server to function properly.\n",
+              "description": "Optional. Python version in 'major.minor' format (e.g. '3.11').\nMust be at least 3.11 or greater for this deployment to function properly.\n",
               "enum": [
                 "3.11",
                 "3.12",
@@ -50,7 +50,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Which semantic version of the Agent Server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
             },
             "auth": {
               "anyOf": [
@@ -72,7 +72,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Base image to use for the Agent Server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
+              "description": "Optional. Base image to use for the LangGraph API server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
             },
             "checkpointer": {
               "anyOf": [
@@ -122,7 +122,7 @@
                   "type": "string"
                 }
               ],
-              "description": "Optional. Environment variables to set for your Agent Server.\n\n- If given as a dict, keys are variable names and values are their values.\n- If given as a string, it must be a path to a file containing lines in KEY=VALUE format.\n\nenv=\".env\n"
+              "description": "Optional. Environment variables to set for your deployment.\n\n- If given as a dict, keys are variable names and values are their values.\n- If given as a string, it must be a path to a file containing lines in KEY=VALUE format.\n\nenv=\".env\n"
             },
             "graphs": {
               "type": "object",
@@ -265,7 +265,7 @@
           "properties": {
             "python_version": {
               "type": "string",
-              "description": "Optional. Python version in 'major.minor' format (e.g. '3.11').\nMust be at least 3.11 or greater for this Agent Server to function properly.\n",
+              "description": "Optional. Python version in 'major.minor' format (e.g. '3.11').\nMust be at least 3.11 or greater for this deployment to function properly.\n",
               "enum": [
                 "3.11",
                 "3.12",
@@ -303,7 +303,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Which semantic version of the Agent Server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
             },
             "auth": {
               "anyOf": [
@@ -325,7 +325,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Base image to use for the Agent Server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
+              "description": "Optional. Base image to use for the LangGraph API server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
             },
             "checkpointer": {
               "anyOf": [
@@ -375,7 +375,7 @@
                   "type": "string"
                 }
               ],
-              "description": "Optional. Environment variables to set for your Agent Server.\n\n- If given as a dict, keys are variable names and values are their values.\n- If given as a string, it must be a path to a file containing lines in KEY=VALUE format.\n\nenv=\".env\n"
+              "description": "Optional. Environment variables to set for your deployment.\n\n- If given as a dict, keys are variable names and values are their values.\n- If given as a string, it must be a path to a file containing lines in KEY=VALUE format.\n\nenv=\".env\n"
             },
             "graphs": {
               "type": "object",
@@ -520,7 +520,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Node.js version as a major version (e.g. '20'), if your Agent Server needs Node.\nMust be >= 20 if provided.\n"
+              "description": "Optional. Node.js version as a major version (e.g. '20'), if your deployment needs Node.\nMust be >= 20 if provided.\n"
             },
             "_INTERNAL_docker_tag": {
               "anyOf": [
@@ -542,7 +542,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Which semantic version of the Agent Server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
             },
             "auth": {
               "anyOf": [
@@ -564,7 +564,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Base image to use for the Agent Server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
+              "description": "Optional. Base image to use for the LangGraph API server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
             },
             "checkpointer": {
               "anyOf": [
@@ -614,7 +614,7 @@
                   "type": "string"
                 }
               ],
-              "description": "Optional. Environment variables to set for your Agent Server.\n\n- If given as a dict, keys are variable names and values are their values.\n- If given as a string, it must be a path to a file containing lines in KEY=VALUE format.\n\nenv=\".env\n"
+              "description": "Optional. Environment variables to set for your deployment.\n\n- If given as a dict, keys are variable names and values are their values.\n- If given as a string, it must be a path to a file containing lines in KEY=VALUE format.\n\nenv=\".env\n"
             },
             "graphs": {
               "type": "object",
@@ -765,7 +765,7 @@
         },
         "disable_studio_auth": {
           "type": "boolean",
-          "description": "Optional. Whether to disable LangSmith API-key authentication for requests originating the Studio.\n\nDefaults to False, meaning that if a particular header is set, the server will verify the `x-api-key` header\nvalue is a valid API key for the Agent Server's workspace. If `True`, all requests will go through your custom\nauthentication logic, regardless of origin of the request.\n"
+          "description": "Optional. Whether to disable LangSmith API-key authentication for requests originating the Studio.\n\nDefaults to False, meaning that if a particular header is set, the server will verify the `x-api-key` header\nvalue is a valid API key for the deployment's workspace. If `True`, all requests will go through your custom\nauthentication logic, regardless of origin of the request.\n"
         },
         "openapi": {
           "$ref": "#/$defs/SecurityConfig",
@@ -1018,7 +1018,7 @@
     },
     "HttpConfig": {
       "title": "HttpConfig",
-      "description": "Configuration for the built-in HTTP server that powers your Agent Server's routes and endpoints.",
+      "description": "Configuration for the built-in HTTP server that powers your deployment's routes and endpoints.",
       "type": "object",
       "properties": {
         "app": {
@@ -1049,7 +1049,7 @@
         },
         "disable_a2a": {
           "type": "boolean",
-          "description": "Optional. If `True`, /a2a routes are removed, disabling default support to expose the Agent Server as an agent-to-agent (A2A) server.\n\nDefault is False.\n"
+          "description": "Optional. If `True`, /a2a routes are removed, disabling default support to expose the deployment as an agent-to-agent (A2A) server.\n\nDefault is False.\n"
         },
         "disable_assistants": {
           "type": "boolean",
@@ -1057,7 +1057,7 @@
         },
         "disable_mcp": {
           "type": "boolean",
-          "description": "Optional. If `True`, /mcp routes are removed, disabling default support to expose the Agent Server as an MCP server.\n\nDefault is False.\n"
+          "description": "Optional. If `True`, /mcp routes are removed, disabling default support to expose the deployment as an MCP server.\n\nDefault is False.\n"
         },
         "disable_meta": {
           "type": "boolean",

libs/cli/schemas/schema.v0.json

@@ -12,7 +12,7 @@
           "properties": {
             "python_version": {
               "type": "string",
-              "description": "Optional. Python version in 'major.minor' format (e.g. '3.11').\nMust be at least 3.11 or greater for this Agent Server to function properly.\n",
+              "description": "Optional. Python version in 'major.minor' format (e.g. '3.11').\nMust be at least 3.11 or greater for this deployment to function properly.\n",
               "enum": [
                 "3.11",
                 "3.12",
@@ -50,7 +50,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Which semantic version of the Agent Server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
             },
             "auth": {
               "anyOf": [
@@ -72,7 +72,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Base image to use for the Agent Server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
+              "description": "Optional. Base image to use for the LangGraph API server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
             },
             "checkpointer": {
               "anyOf": [
@@ -122,7 +122,7 @@
                   "type": "string"
                 }
               ],
-              "description": "Optional. Environment variables to set for your Agent Server.\n\n- If given as a dict, keys are variable names and values are their values.\n- If given as a string, it must be a path to a file containing lines in KEY=VALUE format.\n\nenv=\".env\n"
+              "description": "Optional. Environment variables to set for your deployment.\n\n- If given as a dict, keys are variable names and values are their values.\n- If given as a string, it must be a path to a file containing lines in KEY=VALUE format.\n\nenv=\".env\n"
             },
             "graphs": {
               "type": "object",
@@ -265,7 +265,7 @@
           "properties": {
             "python_version": {
               "type": "string",
-              "description": "Optional. Python version in 'major.minor' format (e.g. '3.11').\nMust be at least 3.11 or greater for this Agent Server to function properly.\n",
+              "description": "Optional. Python version in 'major.minor' format (e.g. '3.11').\nMust be at least 3.11 or greater for this deployment to function properly.\n",
               "enum": [
                 "3.11",
                 "3.12",
@@ -303,7 +303,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Which semantic version of the Agent Server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
             },
             "auth": {
               "anyOf": [
@@ -325,7 +325,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Base image to use for the Agent Server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
+              "description": "Optional. Base image to use for the LangGraph API server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
             },
             "checkpointer": {
               "anyOf": [
@@ -375,7 +375,7 @@
                   "type": "string"
                 }
               ],
-              "description": "Optional. Environment variables to set for your Agent Server.\n\n- If given as a dict, keys are variable names and values are their values.\n- If given as a string, it must be a path to a file containing lines in KEY=VALUE format.\n\nenv=\".env\n"
+              "description": "Optional. Environment variables to set for your deployment.\n\n- If given as a dict, keys are variable names and values are their values.\n- If given as a string, it must be a path to a file containing lines in KEY=VALUE format.\n\nenv=\".env\n"
             },
             "graphs": {
               "type": "object",
@@ -520,7 +520,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Node.js version as a major version (e.g. '20'), if your Agent Server needs Node.\nMust be >= 20 if provided.\n"
+              "description": "Optional. Node.js version as a major version (e.g. '20'), if your deployment needs Node.\nMust be >= 20 if provided.\n"
             },
             "_INTERNAL_docker_tag": {
               "anyOf": [
@@ -542,7 +542,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Which semantic version of the Agent Server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
             },
             "auth": {
               "anyOf": [
@@ -564,7 +564,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Base image to use for the Agent Server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
+              "description": "Optional. Base image to use for the LangGraph API server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
             },
             "checkpointer": {
               "anyOf": [
@@ -614,7 +614,7 @@
                   "type": "string"
                 }
               ],
-              "description": "Optional. Environment variables to set for your Agent Server.\n\n- If given as a dict, keys are variable names and values are their values.\n- If given as a string, it must be a path to a file containing lines in KEY=VALUE format.\n\nenv=\".env\n"
+              "description": "Optional. Environment variables to set for your deployment.\n\n- If given as a dict, keys are variable names and values are their values.\n- If given as a string, it must be a path to a file containing lines in KEY=VALUE format.\n\nenv=\".env\n"
             },
             "graphs": {
               "type": "object",
@@ -765,7 +765,7 @@
         },
         "disable_studio_auth": {
           "type": "boolean",
-          "description": "Optional. Whether to disable LangSmith API-key authentication for requests originating the Studio.\n\nDefaults to False, meaning that if a particular header is set, the server will verify the `x-api-key` header\nvalue is a valid API key for the Agent Server's workspace. If `True`, all requests will go through your custom\nauthentication logic, regardless of origin of the request.\n"
+          "description": "Optional. Whether to disable LangSmith API-key authentication for requests originating the Studio.\n\nDefaults to False, meaning that if a particular header is set, the server will verify the `x-api-key` header\nvalue is a valid API key for the deployment's workspace. If `True`, all requests will go through your custom\nauthentication logic, regardless of origin of the request.\n"
         },
         "openapi": {
           "$ref": "#/$defs/SecurityConfig",
@@ -1018,7 +1018,7 @@
     },
     "HttpConfig": {
       "title": "HttpConfig",
-      "description": "Configuration for the built-in HTTP server that powers your Agent Server's routes and endpoints.",
+      "description": "Configuration for the built-in HTTP server that powers your deployment's routes and endpoints.",
       "type": "object",
       "properties": {
         "app": {
@@ -1049,7 +1049,7 @@
         },
         "disable_a2a": {
           "type": "boolean",
-          "description": "Optional. If `True`, /a2a routes are removed, disabling default support to expose the Agent Server as an agent-to-agent (A2A) server.\n\nDefault is False.\n"
+          "description": "Optional. If `True`, /a2a routes are removed, disabling default support to expose the deployment as an agent-to-agent (A2A) server.\n\nDefault is False.\n"
         },
         "disable_assistants": {
           "type": "boolean",
@@ -1057,7 +1057,7 @@
         },
         "disable_mcp": {
           "type": "boolean",
-          "description": "Optional. If `True`, /mcp routes are removed, disabling default support to expose the Agent Server as an MCP server.\n\nDefault is False.\n"
+          "description": "Optional. If `True`, /mcp routes are removed, disabling default support to expose the deployment as an MCP server.\n\nDefault is False.\n"
         },
         "disable_meta": {
           "type": "boolean",

libs/cli/schemas/version.schema.json

@@ -1,7 +1,7 @@
 {
   "$id": "https://github.com/langchain-ai/langgraph/libs/cli/schemas/version.schema.json",
   "$schema": "http://json-schema.org/draft-07/schema#",
-  "title": "Agent Server configuration (when building via the langgraph-cli).",
+  "title": "LangGraph Platform configuration (when building via the langgraph-cli).",
   "type": "object",
   "oneOf": [
     {

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

@@ -10,11 +10,10 @@ 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 _studio_link, cli, prepare_args_and_stdin
+from langgraph_cli.cli import 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
@@ -60,6 +59,8 @@ 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,
@@ -67,6 +68,8 @@ 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,
     )
 
@@ -110,6 +113,16 @@ 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"
@@ -125,7 +138,7 @@ services:
             test: python /api/healthcheck.py
             interval: 60s
             start_interval: 1s
-            start_period: 60s
+            start_period: 10s
         
         pull_policy: build
         build:
@@ -168,6 +181,8 @@ 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,
@@ -175,6 +190,8 @@ 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",
     )
@@ -219,6 +236,16 @@ 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"
@@ -235,7 +262,7 @@ services:
             test: python /api/healthcheck.py
             interval: 60s
             start_interval: 1s
-            start_period: 60s
+            start_period: 10s
         
         
         develop:
@@ -265,82 +292,6 @@ 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()
 
@@ -352,7 +303,7 @@ def test_top_level_help_shows_deploy_subcommands() -> None:
     assert "deploy delete" in result.output
     assert "deploy revisions" in result.output
     assert "deploy revisions list" in result.output
-    assert "[Beta] List Agent Servers." in result.output
+    assert "[Beta] List LangSmith Deployments." in result.output
 
 
 def test_top_level_help_truncates_command_descriptions_to_single_line() -> None:
@@ -369,7 +320,7 @@ def test_top_level_help_truncates_command_descriptions_to_single_line() -> None:
 
     assert not lines[lines.index(deploy_line) + 1].startswith("               ")
     assert "..." in deploy_line
-    assert "[Beta] List Agent Servers." in deploy_list_line
+    assert "[Beta] List LangSmith Deployments." in deploy_list_line
 
 
 def test_deploy_missing_config_shows_actionable_error(tmp_path, monkeypatch) -> None:
@@ -496,9 +447,9 @@ def test_deploy_list_command(monkeypatch) -> None:
         "tenant_id": "",
         "name_contains": "alp",
     }
-    assert "Agent Server ID" in result.output
-    assert "Agent Server Name" in result.output
-    assert "Agent Server URL" in result.output
+    assert "Deployment ID" in result.output
+    assert "Deployment Name" in result.output
+    assert "Deployment URL" in result.output
     assert "dep-123" in result.output
     assert "https://beta.example.com" in result.output
 
@@ -528,7 +479,7 @@ def test_deploy_list_command_no_results(monkeypatch) -> None:
     )
 
     assert result.exit_code == 0, result.output
-    assert result.output.strip() == "No Agent Servers found."
+    assert result.output.strip() == "No deployments found."
 
 
 def test_deploy_list_prints_an_aligned_table(monkeypatch) -> None:
@@ -562,10 +513,10 @@ def test_deploy_list_prints_an_aligned_table(monkeypatch) -> None:
 
     assert result.exit_code == 0, result.output
     assert result.output.splitlines() == [
-        "Agent Server ID  Agent Server Name  Agent Server URL         ",
-        "---------------  -----------------  -------------------------",
-        "dep-123          alpha              https://alpha.example.com",
-        "dep-4567         beta-agent         -                        ",
+        "Deployment ID  Deployment Name  Deployment URL           ",
+        "-------------  ---------------  -------------------------",
+        "dep-123        alpha            https://alpha.example.com",
+        "dep-4567       beta-agent       -                        ",
     ]
 
 
@@ -649,7 +600,7 @@ def test_deploy_list_rejects_a_deployment_without_an_id(monkeypatch) -> None:
     result = _deploy_list_json(monkeypatch, [{"name": "alpha"}])
 
     assert result.exit_code != 0
-    assert "Agent Server without an id" in result.output
+    assert "deployment without an id" in result.output
 
 
 def test_deploy_list_json_keeps_the_agent_note_off_stdout(monkeypatch) -> None:
@@ -1061,7 +1012,7 @@ def test_deploy_revisions_list_command_no_results(monkeypatch) -> None:
     )
 
     assert result.exit_code == 0, result.output
-    assert result.output.strip() == "No revisions found for Agent Server dep-123."
+    assert result.output.strip() == "No revisions found for deployment dep-123."
 
 
 def test_deploy_revisions_list_marks_older_deployed_revisions_as_replaced(
@@ -1145,7 +1096,7 @@ def test_deploy_revisions_list_command_with_explicit_limit(monkeypatch) -> None:
 
     assert result.exit_code == 0, result.output
     assert captured == {"deployment_id": "dep-123", "limit": "25"}
-    assert result.output.strip() == "No revisions found for Agent Server dep-123."
+    assert result.output.strip() == "No revisions found for deployment dep-123."
 
 
 def test_deploy_revisions_list_missing_deployment_id_shows_usage() -> None:
@@ -1154,7 +1105,7 @@ def test_deploy_revisions_list_missing_deployment_id_shows_usage() -> None:
     result = runner.invoke(cli, ["deploy", "revisions", "list"])
 
     assert result.exit_code == 2, result.output
-    assert "Missing argument 'AGENT_SERVER_ID'" in result.output
+    assert "Missing argument 'DEPLOYMENT_ID'" in result.output
 
 
 def test_deploy_delete_command(monkeypatch) -> None:
@@ -1195,10 +1146,10 @@ def test_deploy_delete_command(monkeypatch) -> None:
         "deployment_id": "dep-123",
     }
     assert (
-        "Are you sure you want to delete Agent Server ID dep-123? (Y/n):"
+        "Are you sure you want to delete deployment ID dep-123? (Y/n):"
         in click.unstyle(result.output)
     )
-    assert result.output.strip().endswith("Deleted Agent Server dep-123.")
+    assert result.output.strip().endswith("Deleted deployment dep-123.")
 
 
 def test_deploy_delete_command_cancelled(monkeypatch) -> None:
@@ -1266,16 +1217,14 @@ def test_deploy_delete_command_force(monkeypatch) -> None:
     )
 
     assert result.exit_code == 0, result.output
-    assert (
-        "Are you sure you want to delete Agent Server ID dep-123?" not in result.output
-    )
+    assert "Are you sure you want to delete deployment ID dep-123?" not in result.output
     assert captured == {
         "host_url": "https://api.example.com",
         "api_key": "test-key",
         "tenant_id": "",
         "deployment_id": "dep-123",
     }
-    assert result.output.strip() == "Deleted Agent Server dep-123."
+    assert result.output.strip() == "Deleted deployment dep-123."
 
 
 def test_dockerfile_command_basic() -> None:

libs/cli/tests/unit_tests/cli/test_deploy_command.py

@@ -359,68 +359,6 @@ def deploy_project(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> DeployPro
     return DeployProject(control_plane, docker, timeline, uploads)
 
 
-@pytest.mark.parametrize(
-    ("command", "expected"),
-    [
-        ([], ["--agent-server-id", "--agent-server-type"]),
-        (["logs"], ["--agent-server-id"]),
-        (["delete"], ["AGENT_SERVER_ID"]),
-        (["revisions", "list"], ["AGENT_SERVER_ID"]),
-        (["metrics"], ["AGENT_SERVER_ID"]),
-    ],
-)
-def test_deploy_help_uses_agent_server_names(command: list[str], expected: list[str]):
-    result = CliRunner().invoke(cli, ["deploy", *command, "--help"])
-
-    assert result.exit_code == 0, result.output
-    assert all(name in result.output for name in expected)
-    assert "Agent Server" in result.output
-    assert "--deployment-" not in result.output
-    assert "DEPLOYMENT_ID" not in result.output
-
-
-@pytest.mark.parametrize("command", [[], ["logs"]])
-@pytest.mark.parametrize("option", ["--agent-server-id", "--deployment-id"])
-def test_missing_agent_server_id_uses_public_option_name(
-    command: list[str], option: str
-):
-    result = CliRunner().invoke(cli, ["deploy", *command, option])
-
-    assert result.exit_code == 2, result.output
-    assert "Option '--agent-server-id' requires an argument" in result.output
-    assert "--deployment-id" not in result.output
-
-
-@pytest.mark.parametrize("option", ["--agent-server-type", "--deployment-type"])
-@pytest.mark.parametrize("values", [[], ["invalid"]])
-def test_invalid_agent_server_type_uses_public_option_name(
-    option: str, values: list[str]
-):
-    result = CliRunner().invoke(cli, ["deploy", option, *values])
-
-    assert result.exit_code == 2, result.output
-    assert "'--agent-server-type'" in result.output
-    assert "--deployment-type" not in result.output
-
-
-@pytest.mark.parametrize("option", ["--agent-server-id", "--deployment-id"])
-def test_deploy_logs_accepts_agent_server_id_aliases(
-    deploy_project, mocker, option: str
-):
-    fetch_logs = mocker.patch.object(
-        HostBackendClient, "get_deploy_logs", return_value={"logs": []}
-    )
-
-    result = CliRunner().invoke(
-        cli, ["deploy", "logs", "--api-key", "test-key", option, "dep-existing"]
-    )
-
-    assert result.exit_code == 0, result.output
-    fetch_logs.assert_called_once_with(
-        "dep-existing", {"limit": 100, "order": "desc"}, None
-    )
-
-
 @pytest.mark.parametrize("build_mode", ["--no-remote", "--remote"])
 @pytest.mark.parametrize(
     ("detail", "expects_dev_hint"),
@@ -438,7 +376,7 @@ def test_create_failure_preserves_backend_error_and_only_hints_for_aws_rejection
 
     assert result.exit_code == 1, result.output
     assert detail in result.output
-    assert ("Use --agent-server-type dev instead." in result.output) is expects_dev_hint
+    assert ("Use --deployment-type dev instead." in result.output) is expects_dev_hint
     assert deploy_project.control_plane.bodies[CREATE_DEPLOYMENT]["source_config"] == {
         "deployment_type": "dev_zero"
     }
@@ -477,7 +415,7 @@ def test_first_local_deploy_creates_then_builds_pushes_and_updates_in_order(
         "docker inspect-digest",
         _patch(CREATED_ID),
     ]
-    assert "Agent Server updated" in result.output
+    assert "Deployment updated" in result.output
 
 
 @pytest.mark.parametrize(
@@ -490,15 +428,10 @@ def test_first_local_deploy_creates_then_builds_pushes_and_updates_in_order(
     ],
 )
 @pytest.mark.parametrize("build_mode", ["--no-remote", "--remote"])
-@pytest.mark.parametrize("option", ["--agent-server-type", "--deployment-type"])
 def test_deployment_type_aliases(
-    deploy_project: DeployProject,
-    deployment_type: str,
-    wire_type: str,
-    build_mode: str,
-    option: str,
+    deploy_project: DeployProject, deployment_type: str, wire_type: str, build_mode: str
 ) -> None:
-    result = deploy_project.run(build_mode, option, deployment_type)
+    result = deploy_project.run(build_mode, "--deployment-type", deployment_type)
 
     assert result.exit_code == 0, result.output
     assert deploy_project.control_plane.bodies[CREATE_DEPLOYMENT]["source_config"] == {
@@ -837,7 +770,7 @@ def test_push_to_builds_pushes_then_creates_an_external_deployment(
         "source_revision_config": {"image_uri": EXTERNAL_DIGEST},
         "secrets": [],
     }
-    assert "Agent Server created" in result.output
+    assert "Deployment created" in result.output
 
 
 def test_push_to_builds_directly_with_the_push_reference(
@@ -940,17 +873,16 @@ def test_push_to_rejects_a_non_external_deployment_before_any_docker_work(
     assert deploy_project.docker.verbs() == []
 
 
-@pytest.mark.parametrize("option", ["--agent-server-id", "--deployment-id"])
-@pytest.mark.parametrize("equals", [False, True])
 def test_push_to_with_deployment_id_fetches_the_deployment_once(
-    deploy_project: DeployProject, option: str, equals: bool
+    deploy_project: DeployProject,
 ) -> None:
     deploy_project.control_plane.existing_deployments = [
         {"id": "dep-ext", "name": "another-name", "source": "external_docker"}
     ]
 
-    id_args = [f"{option}=dep-ext"] if equals else [option, "dep-ext"]
-    result = deploy_project.run(*id_args, "--push-to", PUSH_REPOSITORY)
+    result = deploy_project.run(
+        "--deployment-id", "dep-ext", "--push-to", PUSH_REPOSITORY
+    )
 
     assert result.exit_code == 0, result.output
     assert deploy_project.timeline == [
@@ -1227,7 +1159,7 @@ def test_image_pull_secret_without_push_to_or_image_uri_is_refused(
     result = deploy_project.run("--image-pull-secret", "regcred")
 
     assert result.exit_code != 0
-    assert "only apply when creating an Agent Server with --push-to" in result.output
+    assert "only apply when creating a deployment with --push-to" in result.output
     assert deploy_project.timeline == []
 
 
@@ -1309,7 +1241,7 @@ def test_listener_flags_are_refused_for_a_deployment_id_without_any_call(
     )
 
     assert result.exit_code != 0
-    assert "fixed when an Agent Server is created" in result.output
+    assert "fixed when a deployment is created" in result.output
     assert deploy_project.timeline == []
 
 
@@ -1330,7 +1262,7 @@ def test_listener_flags_are_refused_on_an_existing_deployment(
     )
 
     assert result.exit_code != 0
-    assert "fixed when an Agent Server is created" in result.output
+    assert "fixed when a deployment is created" in result.output
     assert deploy_project.docker.verbs() == []
 
 

libs/cli/tests/unit_tests/cli/test_deploy_monitoring.py

@@ -1,166 +0,0 @@
-import json
-from datetime import datetime, timezone
-
-import httpx
-import pytest
-from click.testing import CliRunner
-
-import langgraph_cli.deploy as deploy_module
-from langgraph_cli.cli import cli
-from langgraph_cli.deployment_metrics import compact_deployment_metrics
-from langgraph_cli.host_backend import HostBackendClient
-
-DEPLOYMENT_ID = "019a0000-0000-7000-8000-000000000001"
-
-
-def invoke(monkeypatch, args, handler, input=None):
-    client = HostBackendClient(
-        "https://api.example.com",
-        "key",
-        tenant_id="workspace-id",
-        transport=httpx.MockTransport(handler),
-    )
-    monkeypatch.setattr(deploy_module, "HostBackendClient", lambda *a, **kw: client)
-    return CliRunner().invoke(
-        cli,
-        ["deploy", *args, "--api-key", "key"],
-        input=input,
-    )
-
-
-@pytest.mark.parametrize(
-    "bounds", [[], ["start_time"], ["end_time"], ["start_time", "end_time"]]
-)
-@pytest.mark.parametrize("mode", [None, "--summary", "--raw"])
-def test_metrics(monkeypatch, bounds, mode, deployment_metrics_response):
-    charts = deployment_metrics_response
-
-    class FrozenDatetime(datetime):
-        @classmethod
-        def now(cls, tz=None):
-            return cls(2026, 10, 28, 23, 2, 33, tzinfo=timezone.utc)
-
-    monkeypatch.setattr(deploy_module, "datetime", FrozenDatetime)
-    explicit = {
-        "start_time": "2026-10-27T22:32:33Z",
-        "end_time": "2026-10-28T21:32:33Z",
-    }
-    options = {key: explicit[key] for key in bounds}
-    if bounds:
-        options["metrics"] = "cpu_usage,memory_usage"
-    params = {
-        "start_time": (
-            "2026-10-28T21:17:33+00:00"
-            if "end_time" in bounds
-            else "2026-10-28T22:47:33+00:00"
-        ),
-        "end_time": "2026-10-28T23:02:33+00:00",
-        **options,
-    }
-
-    def handler(request):
-        assert request.method == "GET"
-        assert request.url.path == f"/v2/deployments/{DEPLOYMENT_ID}/metrics"
-        assert dict(request.url.params) == params
-        assert request.headers["x-tenant-id"] == "workspace-id"
-        assert request.headers["x-api-key"] == "key"
-        return httpx.Response(200, json=charts)
-
-    args = ["metrics", DEPLOYMENT_ID]
-    for key, value in options.items():
-        args.extend([f"--{key.replace('_', '-')}", value])
-    if mode:
-        args.append(mode)
-    result = invoke(monkeypatch, args, handler)
-    assert result.exit_code == 0, result.output
-    expected = (
-        charts
-        if mode == "--raw"
-        else compact_deployment_metrics(
-            charts,
-            DEPLOYMENT_ID,
-            start_time=params.get("start_time"),
-            end_time=params.get("end_time"),
-            summary=mode == "--summary",
-        )
-    )
-    assert json.loads(result.output) == expected
-    if mode != "--raw":
-        assert expected["start_time"] == params["start_time"]
-        assert expected["end_time"] == params["end_time"]
-    assert result.output.strip() == json.dumps(expected, separators=(",", ":"))
-
-
-@pytest.mark.parametrize(
-    "args",
-    [
-        ["metrics", DEPLOYMENT_ID, "--step-seconds", "60"],
-        ["metrics", "invalid-id"],
-        ["metrics", DEPLOYMENT_ID, "--summary", "--raw"],
-    ],
-)
-def test_invalid_options_do_not_send_requests(monkeypatch, args):
-    def handler(request):
-        pytest.fail("Invalid options must not send a request")
-
-    result = invoke(monkeypatch, args, handler)
-    assert result.exit_code == 2, result.output
-
-
-def test_end_only_with_timezone_offset(monkeypatch):
-    def handler(request):
-        assert request.url.params["end_time"] == "2026-10-28T01:05:00+02:00"
-        assert request.url.params["start_time"] == "2026-10-27T22:50:00+00:00"
-        return httpx.Response(200, json={"charts": [], "sub_sections": []})
-
-    result = invoke(
-        monkeypatch,
-        ["metrics", DEPLOYMENT_ID, "--end-time", "2026-10-28T01:05:00+02:00"],
-        handler,
-    )
-    assert result.exit_code == 0, result.output
-    output = json.loads(result.output)
-    assert output["start_time"] == "2026-10-27T22:50:00+00:00"
-    assert output["end_time"] == "2026-10-28T01:05:00+02:00"
-
-
-def test_invalid_end_only_does_not_send_request(monkeypatch):
-    def handler(request):
-        pytest.fail("Invalid end time must not send a request")
-
-    result = invoke(
-        monkeypatch, ["metrics", DEPLOYMENT_ID, "--end-time", "not-a-date"], handler
-    )
-    assert result.exit_code == 2, result.output
-    assert "--end-time" in result.output
-    assert "ISO8601" in result.output
-
-
-def test_metrics_help_lists_supported_filters():
-    result = CliRunner().invoke(cli, ["deploy", "metrics", "--help"])
-    assert result.exit_code == 0, result.output
-    for metric in (
-        "memory_usage",
-        "cpu_usage",
-        "disk_usage",
-        "restart_count",
-        "replica_count",
-        "worker_count",
-        "lg_run_count",
-        "responses_per_second",
-        "error_responses_per_second",
-        "p95_latency",
-        "run_queue_wait_time",
-    ):
-        assert metric in result.output
-
-
-@pytest.mark.parametrize("status", [403, 422, 429])
-def test_backend_errors(monkeypatch, status):
-    def handler(request):
-        return httpx.Response(status, json={"detail": "Operation rejected"})
-
-    args = ["metrics", DEPLOYMENT_ID]
-    result = invoke(monkeypatch, args, handler)
-    assert result.exit_code == 1
-    assert "Operation rejected" in result.output

libs/cli/tests/unit_tests/conftest.py

@@ -1,16 +1,9 @@
-import json
 import os
-from pathlib import Path
 from unittest.mock import patch
 
 import pytest
 
 
-@pytest.fixture
-def deployment_metrics_response():
-    return json.loads(Path(__file__).with_name("deployment_metrics.json").read_text())
-
-
 @pytest.fixture(autouse=True)
 def disable_analytics_env() -> None:
     """Disable analytics for unit tests LANGGRAPH_CLI_NO_ANALYTICS."""

libs/cli/tests/unit_tests/deployment_metrics.json

@@ -1,215 +0,0 @@
-{
-  "id": "019a0000-0000-7000-8000-000000000001-metrics",
-  "title": "Metrics for deployment",
-  "charts": [],
-  "sub_sections": [
-    {
-      "id": "019a0000-0000-7000-8000-000000000001-queue",
-      "title": "Queue",
-      "description": "Queue metrics",
-      "index": 0,
-      "charts": [
-        {
-          "id": "019a0000-0000-7000-8000-000000000001-Memory Usage %",
-          "title": "Memory Usage %",
-          "description": "Resource usage over time",
-          "index": 0,
-          "chart_type": "line",
-          "series": [
-            {
-              "id": "019a0000-0000-7000-8000-000000000001-Avg Memory Usage %",
-              "name": "Avg Memory Usage %",
-              "metric": "run_count",
-              "project_metric": "memory_usage",
-              "metadata": null,
-              "filters": null,
-              "feedback_key": null,
-              "workspace_id": null,
-              "metric_definition": null,
-              "group_by_definitions": null,
-              "filter_definition": null,
-              "group_by": null
-            },
-            {
-              "id": "019a0000-0000-7000-8000-000000000001-Max Memory Usage %",
-              "name": "Max Memory Usage %",
-              "metric": "run_count",
-              "project_metric": "memory_usage",
-              "metadata": null,
-              "filters": null,
-              "feedback_key": null,
-              "workspace_id": null,
-              "metric_definition": null,
-              "group_by_definitions": null,
-              "filter_definition": null,
-              "group_by": null
-            }
-          ],
-          "data": [
-            {
-              "series_id": "019a0000-0000-7000-8000-000000000001-Max Memory Usage %",
-              "timestamp": "2026-10-28T00:02:00+00:00",
-              "value": 50.33333,
-              "group": null
-            },
-            {
-              "series_id": "019a0000-0000-7000-8000-000000000001-Max Memory Usage %",
-              "timestamp": "2026-10-28T00:01:00+00:00",
-              "value": 40.22222,
-              "group": null
-            },
-            {
-              "series_id": "019a0000-0000-7000-8000-000000000001-Max Memory Usage %",
-              "timestamp": "2026-10-28T00:00:00+00:00",
-              "value": 30.11111,
-              "group": null
-            },
-            {
-              "series_id": "019a0000-0000-7000-8000-000000000001-Avg Memory Usage %",
-              "timestamp": "2026-10-28T00:02:00+00:00",
-              "value": null,
-              "group": null
-            },
-            {
-              "series_id": "019a0000-0000-7000-8000-000000000001-Avg Memory Usage %",
-              "timestamp": "2026-10-28T00:01:00+00:00",
-              "value": 20.23456,
-              "group": null
-            },
-            {
-              "series_id": "019a0000-0000-7000-8000-000000000001-Avg Memory Usage %",
-              "timestamp": "2026-10-28T00:00:00+00:00",
-              "value": 10.12345,
-              "group": null
-            }
-          ]
-        },
-        {
-          "id": "019a0000-0000-7000-8000-000000000001-Restarts",
-          "title": "Restarts",
-          "description": "Resource usage over time",
-          "index": 0,
-          "chart_type": "line",
-          "series": [
-            {
-              "id": "019a0000-0000-7000-8000-000000000001-Restarts",
-              "name": "Restarts",
-              "metric": "run_count",
-              "project_metric": "restart_count",
-              "metadata": null,
-              "filters": null,
-              "feedback_key": null,
-              "workspace_id": null,
-              "metric_definition": null,
-              "group_by_definitions": null,
-              "filter_definition": null,
-              "group_by": null
-            }
-          ],
-          "data": [
-            {
-              "series_id": "019a0000-0000-7000-8000-000000000001-Restarts",
-              "timestamp": "2026-10-28T00:02:00+00:00",
-              "value": 2,
-              "group": null
-            },
-            {
-              "series_id": "019a0000-0000-7000-8000-000000000001-Restarts",
-              "timestamp": "2026-10-28T00:01:00+00:00",
-              "value": 1,
-              "group": null
-            },
-            {
-              "series_id": "019a0000-0000-7000-8000-000000000001-Restarts",
-              "timestamp": "2026-10-28T00:00:00+00:00",
-              "value": 0,
-              "group": null
-            }
-          ]
-        },
-        {
-          "id": "019a0000-0000-7000-8000-000000000001-Queue wait time",
-          "title": "Queue wait time",
-          "description": "Resource usage over time",
-          "index": 0,
-          "chart_type": "line",
-          "series": [
-            {
-              "id": "019a0000-0000-7000-8000-000000000001-Queue wait time",
-              "name": "Queue wait time",
-              "metric": "run_count",
-              "project_metric": "run_queue_wait_time",
-              "metadata": null,
-              "filters": null,
-              "feedback_key": null,
-              "workspace_id": null,
-              "metric_definition": null,
-              "group_by_definitions": null,
-              "filter_definition": null,
-              "group_by": null
-            }
-          ],
-          "data": []
-        }
-      ]
-    },
-    {
-      "id": "019a0000-0000-7000-8000-000000000001-api",
-      "title": "API",
-      "description": "API metrics",
-      "index": 1,
-      "charts": [
-        {
-          "id": "019a0000-0000-7000-8000-000000000001-Latency",
-          "title": "Latency",
-          "description": "Resource usage over time",
-          "index": 0,
-          "chart_type": "line",
-          "series": [
-            {
-              "id": "019a0000-0000-7000-8000-000000000001-P95 Latency",
-              "name": "P95 Latency",
-              "metric": "run_count",
-              "project_metric": "p95_latency",
-              "metadata": null,
-              "filters": null,
-              "feedback_key": null,
-              "workspace_id": null,
-              "metric_definition": null,
-              "group_by_definitions": null,
-              "filter_definition": null,
-              "group_by": null
-            }
-          ],
-          "data": [
-            {
-              "series_id": "019a0000-0000-7000-8000-000000000001-P95 Latency",
-              "timestamp": "2026-10-28T00:02:00+00:00",
-              "value": 0.34567,
-              "group": null
-            },
-            {
-              "series_id": "019a0000-0000-7000-8000-000000000001-P95 Latency",
-              "timestamp": "2026-10-28T00:01:00+00:00",
-              "value": 0.23456,
-              "group": null
-            },
-            {
-              "series_id": "019a0000-0000-7000-8000-000000000001-P95 Latency",
-              "timestamp": "2026-10-28T00:00:00+00:00",
-              "value": 0.12345,
-              "group": null
-            }
-          ]
-        }
-      ]
-    },
-    {
-      "id": "019a0000-0000-7000-8000-000000000001-pg",
-      "title": "Postgres",
-      "description": "Postgres metrics",
-      "index": 2,
-      "charts": []
-    }
-  ]
-}

libs/cli/tests/unit_tests/test_config.py

@@ -1204,7 +1204,7 @@ ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-graphs/src/agent.py:graph"}}'
     assert additional_contexts == {}
 
 
-# node.js build used for LangSmith Agent Server
+# node.js build used for LangSmith Deployment
 def test_config_to_docker_nodejs():
     graphs = {"agent": "./graphs/agent.js:graph"}
     actual_docker_stdin, additional_contexts = config_to_docker(

libs/cli/tests/unit_tests/test_deploy_agents.py

@@ -118,5 +118,5 @@ def test_agent_lookup_refuses_a_control_plane_that_ignores_the_filter(deployment
     result = CliRunner().invoke(cli, AGENT_ARGS)
 
     assert result.exit_code != 0
-    assert "does not filter Agent Servers by agent" in result.output
+    assert "does not filter deployments by agent" in result.output
     assert len(requests) == 1

libs/cli/tests/unit_tests/test_deploy_helpers.py

@@ -187,7 +187,7 @@ class TestValidatePrebuiltImage:
 
         monkeypatch.setattr(deploy_mod, "subp_exec", fake_subp_exec)
 
-        with pytest.raises(click.ClickException, match="hosting requires linux/amd64"):
+        with pytest.raises(click.ClickException, match="requires linux/amd64"):
             _validate_prebuilt_image(_FakeRunner(), "repo/app:arm", verbose=False)
 
 
@@ -327,9 +327,6 @@ class TestCallHostBackendWithOptionalTenant:
             )
         assert exc_info.value.status_code == 403
         assert "smith.langchain.com" in exc_info.value.message
-        assert exc_info.value.message.startswith(
-            "LangSmith Agent Server hosting is not enabled for this organization."
-        )
 
     def test_403_not_enabled_eu_url(self):
         detail = (
@@ -874,17 +871,17 @@ class TestSelectSource:
             ),
             pytest.param(
                 {"placement": RequestedPlacement(listener_id="listener-1")},
-                "only apply when creating an Agent Server with --push-to",
+                "only apply when creating a deployment with --push-to",
                 id="listener_without_push_to",
             ),
             pytest.param(
                 {"placement": RequestedPlacement(k8s_namespace="agents")},
-                "only apply when creating an Agent Server with --push-to",
+                "only apply when creating a deployment with --push-to",
                 id="namespace_without_push_to",
             ),
             pytest.param(
                 {"image_pull_secrets": ("regcred",)},
-                "only apply when creating an Agent Server with --push-to",
+                "only apply when creating a deployment with --push-to",
                 id="image_pull_secret_without_push_to",
             ),
             pytest.param(
@@ -1409,7 +1406,7 @@ class TestCreateOnlySettings:
         settings = CreateOnlySettings(RequestedPlacement(listener_id="listener-1"))
         with pytest.raises(
             click.UsageError,
-            match="Listener and namespace are fixed when an Agent Server is created",
+            match="Listener and namespace are fixed when a deployment is created",
         ):
             settings.ensure_not_existing("dep-1")
 

libs/cli/tests/unit_tests/test_deployment_metrics.py

@@ -1,139 +0,0 @@
-from copy import deepcopy
-
-import pytest
-
-from langgraph_cli.deployment_metrics import compact_deployment_metrics
-
-
-def reshape(response, deployment_id, **kwargs):
-    return compact_deployment_metrics(
-        response,
-        deployment_id,
-        start_time=kwargs.pop("start_time", "2026-10-28T00:00:00Z"),
-        end_time=kwargs.pop("end_time", "2026-10-28T01:00:00Z"),
-        **kwargs,
-    )
-
-
-def test_compact_metrics(deployment_metrics_response):
-    original = deepcopy(deployment_metrics_response)
-    result = reshape(deployment_metrics_response, "deployment-id")
-    assert deployment_metrics_response == original
-    assert result["deployment_id"] == "deployment-id"
-    assert result["start_time"] == "2026-10-28T00:00:00Z"
-    assert result["end_time"] == "2026-10-28T01:00:00Z"
-    assert result["step_seconds"] == 60
-    assert result["sections"]["Postgres"] == {"_empty": True}
-    queue = result["sections"]["Queue"]
-    memory = queue["Memory Usage %"]
-    assert memory["Avg Memory Usage %"] == {
-        "metric": "memory_usage",
-        "unit": "percent",
-        "latest": 20.235,
-        "min": 10.123,
-        "max": 20.235,
-        "avg": 15.179,
-        "points": [
-            ["2026-10-28T00:00:00Z", 10.123],
-            ["2026-10-28T00:01:00Z", 20.235],
-            ["2026-10-28T00:02:00Z", None],
-        ],
-    }
-    assert memory["Max Memory Usage %"]["max"] == 50.333
-    assert queue["Restarts"]["Restarts"]["unit"] == "count"
-    assert queue["Queue wait time"]["Queue wait time"] == {
-        "metric": "run_queue_wait_time",
-        "unit": None,
-        "latest": None,
-        "min": None,
-        "max": None,
-        "avg": None,
-        "points": [],
-    }
-    assert result["sections"]["API"]["Latency"]["P95 Latency"]["unit"] is None
-
-
-def test_summary_and_requested_bounds(deployment_metrics_response):
-    result = reshape(
-        deployment_metrics_response,
-        "id",
-        start_time="2026-10-27T23:00:00Z",
-        end_time="2026-10-28T01:00:00Z",
-        summary=True,
-    )
-    assert result["start_time"] == "2026-10-27T23:00:00Z"
-    assert result["end_time"] == "2026-10-28T01:00:00Z"
-    for section in result["sections"].values():
-        if section == {"_empty": True}:
-            continue
-        for chart in section.values():
-            for series in chart.values():
-                assert set(series) == {"metric", "unit", "latest", "min", "max", "avg"}
-
-
-@pytest.mark.parametrize("values", [[], [None], [float("nan"), float("inf")]])
-def test_empty_and_nonfinite_values(deployment_metrics_response, values):
-    chart = deployment_metrics_response["sub_sections"][0]["charts"][0]
-    chart["series"] = chart["series"][:1]
-    chart["data"] = [
-        {
-            "series_id": chart["series"][0]["id"],
-            "timestamp": f"2026-10-28T00:0{i}:00Z",
-            "value": value,
-        }
-        for i, value in enumerate(values)
-    ]
-    result = reshape(deployment_metrics_response, "id")
-    series = result["sections"]["Queue"]["Memory Usage %"]["Avg Memory Usage %"]
-    assert all(series[key] is None for key in ["latest", "min", "max", "avg"])
-    assert all(point[1] is None for point in series["points"])
-
-
-def test_tied_spacing_and_top_level_charts(deployment_metrics_response):
-    response = deployment_metrics_response
-    chart = response["sub_sections"][1]["charts"][0]
-    chart["data"][0]["timestamp"] = "2026-10-28T00:02:30Z"
-    response["charts"] = [chart]
-    response["sub_sections"] = []
-    result = reshape(response, "id")
-    assert result["step_seconds"] == 60
-    assert "Latency" in result["sections"][response["title"]]
-
-
-def test_missing_point_preserves_common_spacing(deployment_metrics_response):
-    chart = deployment_metrics_response["sub_sections"][0]["charts"][0]
-    series_id = chart["series"][0]["id"]
-    chart["data"] = [
-        point
-        for point in chart["data"]
-        if not (point["series_id"] == series_id and "00:01:00" in point["timestamp"])
-    ]
-    result = reshape(deployment_metrics_response, "id")
-    assert result["step_seconds"] == 60
-    assert type(result["step_seconds"]) is int
-
-
-def test_only_single_point_and_empty_series(deployment_metrics_response):
-    for section in deployment_metrics_response["sub_sections"]:
-        for chart in section["charts"]:
-            chart["data"] = chart["data"][:1]
-    assert reshape(deployment_metrics_response, "id")["step_seconds"] is None
-
-
-def test_fractional_spacing(deployment_metrics_response):
-    chart = deployment_metrics_response["sub_sections"][1]["charts"][0]
-    chart["data"][0]["timestamp"] = "2026-10-28T00:00:01Z"
-    chart["data"][1]["timestamp"] = "2026-10-28T00:00:00.500Z"
-    deployment_metrics_response["sub_sections"] = []
-    deployment_metrics_response["charts"] = [chart]
-    assert reshape(deployment_metrics_response, "id")["step_seconds"] == 0.5
-
-
-def test_no_data():
-    assert reshape({"charts": [], "sub_sections": []}, "id") == {
-        "deployment_id": "id",
-        "start_time": "2026-10-28T00:00:00Z",
-        "end_time": "2026-10-28T01:00:00Z",
-        "step_seconds": None,
-        "sections": {"_empty": True},
-    }

libs/cli/tests/unit_tests/test_docker.py

@@ -16,7 +16,7 @@ DEFAULT_DOCKER_CAPABILITIES = DockerCapabilities(
 )
 
 
-def test_compose_with_custom_db():
+def test_compose_with_no_debugger_and_custom_db():
     port = 8123
     custom_postgres_uri = "custom_postgres_uri"
     actual_compose_str = compose(
@@ -42,7 +42,7 @@ def test_compose_with_custom_db():
     assert clean_empty_lines(actual_compose_str) == expected_compose_str
 
 
-def test_compose_with_custom_db_and_healthcheck():
+def test_compose_with_no_debugger_and_custom_db_with_healthcheck():
     port = 8123
     custom_postgres_uri = "custom_postgres_uri"
     actual_compose_str = compose(
@@ -71,11 +71,39 @@ def test_compose_with_custom_db_and_healthcheck():
             test: python /api/healthcheck.py
             interval: 60s
             start_interval: 1s
-            start_period: 60s"""
+            start_period: 10s"""
     assert clean_empty_lines(actual_compose_str) == expected_compose_str
 
 
-def test_compose_with_default_db():
+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():
     port = 8123
     actual_compose_str = compose(DEFAULT_DOCKER_CAPABILITIES, port=port)
     expected_compose_str = f"""volumes:
@@ -274,6 +302,72 @@ 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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 ]
 
 [[package]]
@@ -2552,8 +2444,7 @@ version = "21.14.13"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "distlib" },
-    { name = "filelock", version = "4.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
-    { name = "filelock", version = "4.2.9", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "filelock" },
     { name = "packaging" },
     { name = "platformdirs" },
     { name = "python-discovery" },

libs/langgraph/langgraph/_internal/_constants.py

@@ -74,8 +74,6 @@ CONFIG_KEY_RUNTIME = sys.intern("__pregel_runtime")
 # holds a `Runtime` instance with context, store, stream writer, etc.
 CONFIG_KEY_RESUME_MAP = sys.intern("__pregel_resume_map")
 # holds a mapping of task ns -> resume value for resuming tasks
-CONFIG_KEY_STRICT_RESUME = sys.intern("__pregel_strict_resume")
-# when True, the root graph refuses a resume that can't be matched to its pending interrupts
 CONFIG_KEY_STREAM_MESSAGES_V2 = sys.intern("__pregel_stream_messages_v2")
 # when True, attach StreamMessagesHandlerV2 so content-block (v2) events
 # flow through stream_mode="messages"; set by StreamingHandler only.
@@ -136,7 +134,6 @@ RESERVED = {
     CONFIG_KEY_CHECKPOINT_NS,
     CONFIG_KEY_TIMED_ATTEMPT_OBSERVER,
     CONFIG_KEY_RESUME_MAP,
-    CONFIG_KEY_STRICT_RESUME,
     CONFIG_KEY_STREAM_MESSAGES_V2,
     # other constants
     PUSH,

libs/langgraph/langgraph/channels/transcript.py

@@ -0,0 +1,300 @@
+from __future__ import annotations
+
+import uuid
+from collections.abc import Sequence
+from dataclasses import dataclass, field
+from typing import Any, Literal
+
+from typing_extensions import Self
+
+from langgraph._internal._typing import MISSING
+from langgraph.channels.base import BaseChannel
+from langgraph.channels.binop import _get_overwrite
+from langgraph.errors import InvalidUpdateError
+
+__all__ = ("TranscriptChannel", "TranscriptEntry", "TranscriptRef")
+
+EntryKind = Literal["append", "reset"]
+
+
+@dataclass(frozen=True, slots=True)
+class TranscriptEntry:
+    """One log entry. `append` carries a message, `reset` the full list."""
+
+    seq: int
+    kind: EntryKind
+    item_id: str = ""
+    value: Any = None
+
+
+@dataclass(slots=True)
+class TranscriptRef:
+    """Checkpoint value of a `TranscriptChannel`: a pointer into a log.
+
+    Written: `entries` holds entries with seq in (base_head, head].
+    Read: `entries` holds every entry in [1, head], fork ancestors included.
+    """
+
+    transcript_id: str
+    head: int
+    base_head: int = 0
+    entries: list[TranscriptEntry] = field(default_factory=list)
+    parent_transcript_id: str = ""
+    fork_seq: int = 0
+    is_tip: bool = True
+
+
+def _coerce(update: Any) -> list[Any]:
+    from langchain_core.messages import (
+        BaseMessageChunk,
+        convert_to_messages,
+        message_chunk_to_message,
+    )
+
+    items = update if isinstance(update, list) else [update]
+    out = []
+    for m in convert_to_messages(items):
+        m = message_chunk_to_message(m) if isinstance(m, BaseMessageChunk) else m
+        if m.id is None:
+            m.id = str(uuid.uuid4())
+        out.append(m)
+    return out
+
+
+def _is_remove(m: Any) -> bool:
+    from langchain_core.messages import RemoveMessage
+
+    return isinstance(m, RemoveMessage)
+
+
+def _remove_all_id() -> str:
+    from langgraph.graph.message import REMOVE_ALL_MESSAGES
+
+    return REMOVE_ALL_MESSAGES
+
+
+class TranscriptChannel(BaseChannel[list, Any, TranscriptRef]):
+    """Message list persisted as an append-only log.
+
+    The checkpoint stores `(transcript_id, head)`. A checkpointer that
+    supports transcripts persists new entries atomically with the checkpoint
+    and returns them on read, so storage grows linearly and loading any
+    checkpoint costs O(len(transcript)).
+
+    Writes contain only new or changed messages:
+
+    * a new id appends;
+    * an existing id (edit) or a `RemoveMessage` forks: a new transcript
+      shares the prefix before the edited message and replays what follows;
+    * `REMOVE_ALL_MESSAGES` or `Overwrite` writes one `reset` entry.
+
+    Loading a checkpoint that is not its transcript's tip also forks.
+    """
+
+    __slots__ = (
+        "value",
+        "pos",
+        "anchor",
+        "resets",
+        "transcript_id",
+        "head",
+        "base_head",
+        "pending",
+        "parent_transcript_id",
+        "fork_seq",
+    )
+
+    def __init__(self, typ: Any = list) -> None:
+        super().__init__(typ)
+        self.value: list[Any] = []
+        # id -> index in value
+        self.pos: dict[str, int] = {}
+        # id -> seq of the entry that introduced it (an append or a reset)
+        self.anchor: dict[str, int] = {}
+        # seqs of reset entries
+        self.resets: set[int] = set()
+        self.transcript_id = str(uuid.uuid4())
+        self.head = 0
+        # Highest seq known committed for this channel's lineage.
+        self.base_head = 0
+        self.pending: list[TranscriptEntry] = []
+        # Set only for a fork this channel created and has not seen committed.
+        self.parent_transcript_id = ""
+        self.fork_seq = 0
+
+    def __eq__(self, other: object) -> bool:
+        return isinstance(other, TranscriptChannel)
+
+    @property
+    def ValueType(self) -> Any:
+        return list
+
+    @property
+    def UpdateType(self) -> Any:
+        return Any
+
+    def _new(self) -> Self:
+        new = self.__class__(self.typ)
+        new.key = self.key
+        return new
+
+    def copy(self) -> Self:
+        new = self._new()
+        new.value = list(self.value)
+        new.pos = dict(self.pos)
+        new.anchor = dict(self.anchor)
+        new.resets = set(self.resets)
+        new.transcript_id = self.transcript_id
+        new.head = self.head
+        new.base_head = self.base_head
+        new.pending = list(self.pending)
+        new.parent_transcript_id = self.parent_transcript_id
+        new.fork_seq = self.fork_seq
+        return new
+
+    def from_checkpoint(self, checkpoint: Any) -> Self:
+        new = self._new()
+        if checkpoint is MISSING:
+            return new
+        if not isinstance(checkpoint, TranscriptRef):
+            # Plain list from a regular channel: start a transcript from it.
+            new._reset(_coerce(list(checkpoint)))
+            return new
+        for e in checkpoint.entries:
+            if e.kind == "reset":
+                new._load_reset(e.seq, e.value)
+            else:
+                new._load_append(e.seq, e.value)
+        new.head = new.base_head = checkpoint.head
+        if checkpoint.is_tip:
+            new.transcript_id = checkpoint.transcript_id
+        else:
+            new.parent_transcript_id = checkpoint.transcript_id
+            new.fork_seq = checkpoint.head
+        return new
+
+    def get(self) -> list[Any]:
+        return self.value
+
+    def is_available(self) -> bool:
+        return True
+
+    def update(self, values: Sequence[Any]) -> bool:
+        if not values:
+            return False
+        for v in values:
+            is_overwrite, overwrite = _get_overwrite(v)
+            if is_overwrite:
+                self._reset(_coerce(list(overwrite)))
+                continue
+            msgs = _coerce(v)
+            remove_all = [
+                i
+                for i, m in enumerate(msgs)
+                if _is_remove(m) and m.id == _remove_all_id()
+            ]
+            if remove_all:
+                self._reset(msgs[remove_all[-1] + 1 :])
+                continue
+            for m in msgs:
+                self._write(m)
+        return True
+
+    def _write(self, m: Any) -> None:
+        i = self.pos.get(m.id)
+        if i is None:
+            if _is_remove(m):
+                raise InvalidUpdateError(
+                    f"Attempting to delete a message with an ID that doesn't exist ('{m.id}')"
+                )
+            self._append(m)
+            return
+        current = self.value[i]
+        if current is m or (not _is_remove(m) and current == m):
+            # Resend of a message already in the transcript.
+            return
+        replacement = [] if _is_remove(m) else [m]
+        self._fork_at(m.id, replacement)
+
+    def _fork_at(self, item_id: str, replacement: list[Any]) -> None:
+        """Fork before `item_id`, swap it for `replacement`, replay the rest."""
+        # The fork point must already be committed, so it is at most base_head.
+        fork = min(self.anchor[item_id] - 1, self.base_head)
+        prefix = [m for m in self.value if self.anchor[m.id] <= fork]
+        # Entries in (fork, head] that brought in the tail, in order. After a
+        # reset no older item survives, so a reset group is the whole list.
+        groups: list[tuple[int, list[Any]]] = []
+        for m in self.value:
+            a = self.anchor[m.id]
+            if a <= fork:
+                continue
+            if groups and groups[-1][0] == a:
+                groups[-1][1].append(m)
+            else:
+                groups.append((a, [m]))
+
+        # Items surviving the latest reset after the fork point all anchor at
+        # or after it, so replay starts with that reset, even when empty.
+        latest_reset = max((r for r in self.resets if r > fork), default=None)
+        if latest_reset is not None and (not groups or groups[0][0] != latest_reset):
+            groups.insert(0, (latest_reset, []))
+        old_resets = self.resets
+
+        if self.parent_transcript_id:
+            # Fork created this run: base_head == fork_seq, so branch off its parent.
+            parent = self.parent_transcript_id
+        elif fork == 0:
+            parent = ""
+        else:
+            parent = self.transcript_id
+        resets = {r for r in self.resets if r <= fork}
+        anchors = {m.id: self.anchor[m.id] for m in prefix}
+
+        self.transcript_id = str(uuid.uuid4())
+        self.parent_transcript_id = parent
+        self.fork_seq = self.head = self.base_head = fork
+        self.pending = []
+        self.value = prefix
+        self.pos = {m.id: i for i, m in enumerate(prefix)}
+        self.anchor = anchors
+        self.resets = resets
+        for a, group in groups:
+            swapped = [
+                n for m in group for n in (replacement if m.id == item_id else [m])
+            ]
+            if a in old_resets:
+                self._reset(swapped)
+            else:
+                for m in swapped:
+                    self._append(m)
+
+    def _append(self, m: Any) -> None:
+        self.head += 1
+        self.pending.append(TranscriptEntry(self.head, "append", m.id, m))
+        self._load_append(self.head, m)
+
+    def _reset(self, msgs: list[Any]) -> None:
+        self.head += 1
+        self.pending.append(TranscriptEntry(self.head, "reset", "", list(msgs)))
+        self._load_reset(self.head, msgs)
+
+    def _load_append(self, seq: int, m: Any) -> None:
+        self.pos[m.id] = len(self.value)
+        self.anchor[m.id] = seq
+        self.value.append(m)
+
+    def _load_reset(self, seq: int, msgs: list[Any]) -> None:
+        self.value = list(msgs)
+        self.pos = {m.id: i for i, m in enumerate(self.value)}
+        self.anchor = dict.fromkeys(self.pos, seq)
+        self.resets.add(seq)
+
+    def checkpoint(self) -> TranscriptRef:
+        return TranscriptRef(
+            transcript_id=self.transcript_id,
+            head=self.head,
+            base_head=self.base_head,
+            entries=list(self.pending),
+            parent_transcript_id=self.parent_transcript_id,
+            fork_seq=self.fork_seq,
+        )

libs/langgraph/langgraph/errors.py

@@ -28,7 +28,6 @@ __all__ = (
     "ParentCommand",
     "EmptyInputError",
     "TaskNotFound",
-    "UnknownInterruptError",
     "is_invalid_resume",
 )
 
@@ -147,46 +146,6 @@ class TaskNotFound(Exception):
     pass
 
 
-class UnknownInterruptError(Exception):
-    """Raised in strict resume mode when a resume doesn't match the pending interrupts.
-
-    `reason` says how it doesn't match:
-
-    - `"not_pending"`: the resume names interrupts that aren't pending, listed in
-      `interrupt_ids`.
-    - `"empty_map"`: the resume is an empty map.
-    - `"ambiguous"`: the resume is a single value while several interrupts are
-      pending.
-
-    `pending_ids` lists the interrupts still waiting for an answer. The error is
-    raised before anything is written, so they can still be answered.
-
-    A single value with no interrupt pending is accepted, because it resumes a
-    graph paused at a static breakpoint (`interrupt_before` or `interrupt_after`).
-
-    Each `interrupt()` call in a task has its own id, so an answer retried after
-    the task asked its next question is refused instead of answering that
-    question.
-    """
-
-    reason: Literal["not_pending", "empty_map", "ambiguous"]
-    interrupt_ids: tuple[str, ...]
-    pending_ids: tuple[str, ...]
-
-    def __init__(
-        self,
-        message: str,
-        *,
-        reason: Literal["not_pending", "empty_map", "ambiguous"],
-        interrupt_ids: Sequence[str] = (),
-        pending_ids: Sequence[str] = (),
-    ) -> None:
-        super().__init__(message)
-        self.reason = reason
-        self.interrupt_ids = tuple(interrupt_ids)
-        self.pending_ids = tuple(pending_ids)
-
-
 @dataclass(frozen=True, slots=True)
 class NodeError:
     """Failure context passed to a node-level error handler.

libs/langgraph/langgraph/pregel/_algo.py

@@ -85,7 +85,6 @@ from langgraph.types import (
     RetryPolicy,
     Send,
     TimeoutPolicy,
-    _interrupt_id,
 )
 
 GetNextVersion = Callable[[V | None, None], V]
@@ -627,7 +626,7 @@ def prepare_single_task(
                 config[CONF].get(CONFIG_KEY_SCRATCHPAD),
                 pending_writes,
                 task_id,
-                task_checkpoint_ns,
+                xxh3_128_hexdigest(task_checkpoint_ns.encode()),
                 config[CONF].get(CONFIG_KEY_RESUME_MAP),
                 step,
                 stop,
@@ -874,7 +873,7 @@ def prepare_push_task_functional(
             configurable.get(CONFIG_KEY_SCRATCHPAD),
             pending_writes,
             task_id,
-            task_checkpoint_ns,
+            xxh3_128_hexdigest(task_checkpoint_ns.encode()),
             configurable.get(CONFIG_KEY_RESUME_MAP),
             step,
             stop,
@@ -1036,7 +1035,7 @@ def prepare_push_task_send(
             config[CONF].get(CONFIG_KEY_SCRATCHPAD),
             pending_writes,
             task_id,
-            task_checkpoint_ns,
+            xxh3_128_hexdigest(task_checkpoint_ns.encode()),
             config[CONF].get(CONFIG_KEY_RESUME_MAP),
             step,
             stop,
@@ -1185,7 +1184,7 @@ def prepare_node_error_handler_task(
         config[CONF].get(CONFIG_KEY_SCRATCHPAD),
         pending_writes,
         task_id,
-        task_checkpoint_ns,
+        xxh3_128_hexdigest(task_checkpoint_ns.encode()),
         config[CONF].get(CONFIG_KEY_RESUME_MAP),
         step,
         stop,
@@ -1281,7 +1280,7 @@ def _scratchpad(
     parent_scratchpad: PregelScratchpad | None,
     pending_writes: list[PendingWrite],
     task_id: str,
-    task_checkpoint_ns: str,
+    namespace_hash: str,
     resume_map: dict[str, Any] | None,
     step: int,
     stop: int,
@@ -1308,15 +1307,10 @@ def _scratchpad(
             task_resume_write = []
         del w
 
-        # find the resume value for the task's next interrupt
-        if resume_map:
-            next_id = _interrupt_id(task_checkpoint_ns, len(task_resume_write))
-            first_id = _interrupt_id(task_checkpoint_ns, 0)
-            if next_id in resume_map:
-                task_resume_write.append(resume_map[next_id])
-            # Older versions gave all of a task's interrupts the first id.
-            elif first_id in resume_map:
-                task_resume_write.append(resume_map[first_id])
+        # find namespace and task-specific resume value
+        if resume_map and namespace_hash in resume_map:
+            mapped_resume_write = resume_map[namespace_hash]
+            task_resume_write.append(mapped_resume_write)
 
     else:
         null_resume_write = None

libs/langgraph/langgraph/pregel/_loop.py

@@ -48,7 +48,6 @@ from langgraph._internal._constants import (
     CONFIG_KEY_RUNTIME,
     CONFIG_KEY_SCRATCHPAD,
     CONFIG_KEY_STREAM,
-    CONFIG_KEY_STRICT_RESUME,
     CONFIG_KEY_TASK_ID,
     CONFIG_KEY_THREAD_ID,
     ERROR,
@@ -78,7 +77,6 @@ from langgraph.constants import TAG_HIDDEN
 from langgraph.errors import (
     EmptyInputError,
     GraphInterrupt,
-    UnknownInterruptError,
 )
 from langgraph.managed.base import (
     ManagedValueMapping,
@@ -1026,45 +1024,17 @@ class PregelLoop:
                         "Cannot use Command(resume=...) without checkpointer"
                     )
 
-                strict = (
-                    self.config[CONF].get(CONFIG_KEY_STRICT_RESUME, False)
-                    # Nested calls inherit the parent's configurable.
-                    and not self.is_nested
-                    # A finished task can rerun and interrupt again on replay, while
-                    # its earlier output still makes its interrupt look answered.
-                    and not self._addressed_checkpoint_superseded
-                )
                 if resume_is_map := (
                     isinstance(resume, dict)
                     and all(is_xxh3_128_hexdigest(k) for k in resume)
                 ):
-                    if strict:
-                        pending = self._pending_interrupts()
-                        if not resume:
-                            raise UnknownInterruptError(
-                                "The resume map names no interrupt",
-                                reason="empty_map",
-                                pending_ids=sorted(pending),
-                            )
-                        if unknown := sorted(resume.keys() - pending):
-                            raise UnknownInterruptError(
-                                f"Unknown or already-consumed interrupt: {unknown[0]}",
-                                reason="not_pending",
-                                interrupt_ids=unknown,
-                                pending_ids=sorted(pending),
-                            )
                     self.config[CONF][CONFIG_KEY_RESUME_MAP] = resume
                 else:
-                    if len(pending := self._pending_interrupts()) > 1:
-                        message = (
+                    if len(self._pending_interrupts()) > 1:
+                        raise RuntimeError(
                             "When there are multiple pending interrupts, you must specify the interrupt id when resuming. "
-                            "Docs: https://docs.langchain.com/oss/python/langgraph/interrupts#handling-multiple-interrupts."
+                            "Docs: https://docs.langchain.com/oss/python/langgraph/add-human-in-the-loop#resume-multiple-interrupts-with-one-invocation."
                         )
-                        if strict:
-                            raise UnknownInterruptError(
-                                message, reason="ambiguous", pending_ids=sorted(pending)
-                            )
-                        raise RuntimeError(message)
 
             writes: defaultdict[str, list[tuple[str, Any]]] = defaultdict(list)
             # group writes by task ID

libs/langgraph/langgraph/pregel/_retry.py

@@ -28,7 +28,6 @@ from langgraph._internal._constants import (
     CONFIG_KEY_CHECKPOINT_NS,
     CONFIG_KEY_RESUMING,
     CONFIG_KEY_RUNTIME,
-    CONFIG_KEY_SCRATCHPAD,
     CONFIG_KEY_SEND,
     CONFIG_KEY_STREAM,
     CONFIG_KEY_TASK_ID,
@@ -45,7 +44,6 @@ from langgraph.errors import (
     NodeTimeoutError,
     ParentCommand,
 )
-from langgraph.pregel._algo import LazyAtomicCounter
 from langgraph.pregel.protocol import StreamProtocol
 from langgraph.runtime import ExecutionInfo, Runtime
 from langgraph.types import Command, PregelExecutableTask, RetryPolicy, TimeoutPolicy
@@ -573,23 +571,6 @@ def _checkpoint_ns_for_parent_command(ns: str) -> str:
     return NS_SEP.join(parts)
 
 
-def _reset_interrupt_counter(config: RunnableConfig) -> RunnableConfig:
-    # A retry reruns the node from its first line, so its interrupt() calls count
-    # from the first again to reuse the answers its task already has, rather than
-    # asking again under an id the next resume can't match.
-    scratchpad = config[CONF].get(CONFIG_KEY_SCRATCHPAD)
-    if scratchpad is None:
-        return config
-    return patch_configurable(
-        config,
-        {
-            CONFIG_KEY_SCRATCHPAD: replace(
-                scratchpad, interrupt_counter=LazyAtomicCounter()
-            )
-        },
-    )
-
-
 def run_with_retry(
     task: PregelExecutableTask,
     retry_policy: Sequence[RetryPolicy] | None,
@@ -700,7 +681,6 @@ def run_with_retry(
             )
             # signal subgraphs to resume (if available)
             config = patch_configurable(config, {CONFIG_KEY_RESUMING: True})
-            config = _reset_interrupt_counter(config)
 
 
 async def arun_with_retry(
@@ -849,7 +829,6 @@ async def arun_with_retry(
             )
             # signal subgraphs to resume (if available)
             config = patch_configurable(config, {CONFIG_KEY_RESUMING: True})
-            config = _reset_interrupt_counter(config)
 
 
 def _return_value(task: PregelExecutableTask) -> Any:

libs/langgraph/langgraph/pregel/main.py

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

libs/langgraph/langgraph/pregel/remote.py

@@ -50,7 +50,6 @@ from langgraph._internal._constants import (
     CONFIG_KEY_CHECKPOINT_MAP,
     CONFIG_KEY_CHECKPOINT_NS,
     CONFIG_KEY_STREAM,
-    CONFIG_KEY_STRICT_RESUME,
     CONFIG_KEY_TASK_ID,
     INTERRUPT,
     NS_SEP,
@@ -82,7 +81,6 @@ _CONF_DROPLIST = frozenset(
         CONFIG_KEY_CHECKPOINT_ID,
         CONFIG_KEY_CHECKPOINT_NS,
         CONFIG_KEY_TASK_ID,
-        CONFIG_KEY_STRICT_RESUME,
     ),
 )
 

libs/langgraph/langgraph/types.py

@@ -33,7 +33,6 @@ from xxhash import xxh3_128_hexdigest
 
 from langgraph._internal._cache import default_cache_key
 from langgraph._internal._constants import INTERRUPT as _INTERRUPT_KEY
-from langgraph._internal._constants import NS_SEP
 from langgraph._internal._fields import get_cached_annotated_keys, get_update_as_tuples
 from langgraph._internal._retry import default_retry_on
 from langgraph._internal._typing import MISSING, DeprecatedKwargs
@@ -580,15 +579,6 @@ def omit_payload(_value: Any) -> dict[str, Any]:
 _DEFAULT_INTERRUPT_ID = "placeholder-id"
 
 
-def _interrupt_id(ns: str, answered: int) -> str:
-    # Keyed by how many answers the task already has, the slot this interrupt's
-    # answer fills; call order isn't stable across parallel calls in one task.
-    # With none it's the bare namespace hash older versions gave every
-    # interrupt, so saved ids still match. The suffix can't form another task's
-    # namespace, whose segments all contain ":".
-    return xxh3_128_hexdigest((f"{ns}{NS_SEP}{answered}" if answered else ns).encode())
-
-
 @final
 @dataclass(init=False, slots=True)
 class Interrupt(Generic[ResponseT]):
@@ -651,7 +641,7 @@ class Interrupt(Generic[ResponseT]):
     ) -> Interrupt[ResponseT]:
         return cls(
             value=value,
-            id=_interrupt_id(ns, 0),
+            id=xxh3_128_hexdigest(ns.encode()),
             response_schema=response_schema,
         )
 
@@ -1047,11 +1037,9 @@ def interrupt(
     # no resume value found
     raise GraphInterrupt(
         (
-            Interrupt(
+            Interrupt.from_ns(
                 value=value,
-                id=_interrupt_id(
-                    conf[CONFIG_KEY_CHECKPOINT_NS], len(scratchpad.resume)
-                ),
+                ns=conf[CONFIG_KEY_CHECKPOINT_NS],
                 response_schema=adapter.json_schema() if adapter else response_schema,
             ),
         )

libs/langgraph/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph"
-version = "1.2.20"
+version = "1.2.19"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"

libs/langgraph/tests/test_channels_transcript.py

@@ -0,0 +1,119 @@
+from langchain_core.messages import AIMessage, HumanMessage, RemoveMessage
+
+from langgraph._internal._typing import MISSING
+from langgraph.channels.transcript import TranscriptChannel, TranscriptRef
+from langgraph.graph.message import REMOVE_ALL_MESSAGES
+
+
+class FakeStore:
+    """Commits refs like a transcript-aware checkpointer and reads them back."""
+
+    def __init__(self) -> None:
+        self.transcripts: dict[str, dict] = {}
+
+    def commit(self, ch: TranscriptChannel) -> TranscriptRef:
+        ref = ch.checkpoint()
+        t = self.transcripts.setdefault(
+            ref.transcript_id,
+            {"parent": ref.parent_transcript_id, "fork": ref.fork_seq, "entries": {}},
+        )
+        for e in ref.entries:
+            t["entries"][e.seq] = e
+        return ref
+
+    def _read(self, tid: str, head: int) -> list:
+        t = self.transcripts[tid]
+        out = self._read(t["parent"], min(head, t["fork"])) if t["parent"] else []
+        return out + [t["entries"][s] for s in sorted(t["entries"]) if s <= head]
+
+    def load(self, ref: TranscriptRef, *, tip: bool = True) -> TranscriptChannel:
+        return TranscriptChannel().from_checkpoint(
+            TranscriptRef(
+                ref.transcript_id,
+                ref.head,
+                entries=self._read(ref.transcript_id, ref.head),
+                is_tip=tip,
+            )
+        )
+
+
+def contents(ch: TranscriptChannel) -> list[str]:
+    return [m.content for m in ch.get()]
+
+
+def test_appends_and_resends() -> None:
+    store = FakeStore()
+    ch = TranscriptChannel().from_checkpoint(MISSING)
+    ch.update([[HumanMessage("h0", id="h0"), AIMessage("a0", id="a0")]])
+    ch = store.load(store.commit(ch))
+    ch.update([[HumanMessage("h1", id="h1")]])
+    ref = store.commit(ch)
+    assert [e.seq for e in ref.entries] == [3]
+    ch = store.load(ref)
+    assert contents(ch) == ["h0", "a0", "h1"]
+
+    ch.update([[AIMessage("a0", id="a0"), HumanMessage("h1", id="h1")]])
+    assert ch.checkpoint().entries == []
+
+
+def test_edit_forks_and_keeps_original() -> None:
+    store = FakeStore()
+    ch = TranscriptChannel().from_checkpoint(MISSING)
+    ch.update([[HumanMessage("h0", id="h0"), AIMessage("a0", id="a0")]])
+    ch = store.load(store.commit(ch))
+    ch.update([[HumanMessage("h1", id="h1"), AIMessage("a1", id="a1")]])
+    original = store.commit(ch)
+    ch = store.load(original)
+
+    ch.update([[AIMessage("a0-edited", id="a0")]])
+    edited = store.commit(ch)
+    assert edited.parent_transcript_id == original.transcript_id
+    assert edited.fork_seq == 1
+    assert contents(store.load(edited)) == ["h0", "a0-edited", "h1", "a1"]
+    assert contents(store.load(original, tip=False)) == ["h0", "a0", "h1", "a1"]
+
+    # A second fork before the first is committed branches off the same parent.
+    ch.update([[RemoveMessage(id="h1")]])
+    removed = store.commit(ch)
+    assert removed.parent_transcript_id == original.transcript_id
+    assert contents(store.load(removed)) == ["h0", "a0-edited", "a1"]
+
+
+def test_edit_before_any_commit_has_no_parent() -> None:
+    ch = TranscriptChannel().from_checkpoint(MISSING)
+    ch.update([[HumanMessage("x", id="x"), AIMessage("y", id="y")]])
+    ch.update([[AIMessage("y2", id="y")]])
+    ref = ch.checkpoint()
+    assert (ref.parent_transcript_id, ref.fork_seq) == ("", 0)
+    assert contents(ch) == ["x", "y2"]
+
+
+def test_edit_inside_reset_replays_reset() -> None:
+    store = FakeStore()
+    ch = TranscriptChannel().from_checkpoint(MISSING)
+    ch.update([[HumanMessage("h0", id="h0")]])
+    ch = store.load(store.commit(ch))
+    ch.update(
+        [[RemoveMessage(id=REMOVE_ALL_MESSAGES), HumanMessage("p", id="p"), AIMessage("q", id="q")]]
+    )
+    ch = store.load(store.commit(ch))
+    ch.update([[AIMessage("q2", id="q")]])
+    ref = store.commit(ch)
+    assert [(e.seq, e.kind) for e in ref.entries] == [(2, "reset")]
+    assert contents(store.load(ref)) == ["p", "q2"]
+
+
+def test_load_non_tip_forks() -> None:
+    store = FakeStore()
+    ch = TranscriptChannel().from_checkpoint(MISSING)
+    ch.update([[HumanMessage("h0", id="h0")]])
+    first = store.commit(ch)
+    ch = store.load(first)
+    ch.update([[AIMessage("a0", id="a0")]])
+    store.commit(ch)
+
+    branch = store.load(first, tip=False)
+    branch.update([[AIMessage("other", id="o")]])
+    ref = store.commit(branch)
+    assert ref.parent_transcript_id == first.transcript_id
+    assert contents(store.load(ref)) == ["h0", "other"]

libs/langgraph/tests/test_remote_graph.py

@@ -16,7 +16,7 @@ from langgraph_sdk.schema import StreamPart
 from pydantic import BaseModel
 from typing_extensions import TypedDict
 
-from langgraph._internal._constants import CONFIG_KEY_STREAM, CONFIG_KEY_STRICT_RESUME
+from langgraph._internal._constants import CONFIG_KEY_STREAM
 from langgraph.errors import GraphInterrupt
 from langgraph.graph import END, START, MessagesState, StateGraph, add_messages
 from langgraph.pregel import Pregel
@@ -1360,7 +1360,6 @@ def test_sanitize_config():
             "checkpoint_map": {"key": "value"},  # Should be dropped
             "checkpoint_id": "123",  # Should be dropped
             "checkpoint_ns": "ns",  # Should be dropped
-            CONFIG_KEY_STRICT_RESUME: True,  # Should be dropped
         }
     }
     sanitized = remote._sanitize_config(config_with_drops)

libs/langgraph/tests/test_strict_resume.py

@@ -1,423 +0,0 @@
-import operator
-import sys
-import uuid
-from typing import Annotated
-
-import pytest
-from langchain_core.runnables import RunnableConfig
-from langchain_core.runnables.config import get_executor_for_config
-from langgraph.checkpoint.base import BaseCheckpointSaver
-from typing_extensions import TypedDict
-from xxhash import xxh3_128_hexdigest
-
-from langgraph._internal._constants import CONFIG_KEY_STRICT_RESUME, INTERRUPT
-from langgraph.errors import UnknownInterruptError
-from langgraph.graph import START, StateGraph
-from langgraph.graph.state import CompiledStateGraph
-from langgraph.types import Command, Durability, Interrupt, RetryPolicy, interrupt
-
-pytestmark = pytest.mark.anyio
-NEEDS_CONTEXTVARS = pytest.mark.skipif(
-    sys.version_info < (3, 11),
-    reason="Python 3.11+ is required for async contextvars support",
-)
-
-UNKNOWN_ID = "0" * 32
-
-
-class State(TypedDict, total=False):
-    log: Annotated[list[str], operator.add]
-
-
-def _config(*, strict: bool = True) -> RunnableConfig:
-    return {
-        "configurable": {
-            "thread_id": str(uuid.uuid4()),
-            CONFIG_KEY_STRICT_RESUME: strict,
-        }
-    }
-
-
-def _parallel(checkpointer: BaseCheckpointSaver) -> CompiledStateGraph:
-    def a(state: State):
-        return {"log": [f"a:{interrupt('a?')}"]}
-
-    def b(state: State):
-        return {"log": [f"b:{interrupt('b?')}"]}
-
-    return (
-        StateGraph(State)
-        .add_node("a", a)
-        .add_node("b", b)
-        .add_edge(START, "a")
-        .add_edge(START, "b")
-        .compile(checkpointer=checkpointer)
-    )
-
-
-def _ask_twice(checkpointer: BaseCheckpointSaver) -> CompiledStateGraph:
-    def ask_twice(state: State):
-        first = interrupt("first?")
-        second = interrupt("second?")
-        return {"log": [f"{first},{second}"]}
-
-    return (
-        StateGraph(State)
-        .add_node("ask", ask_twice)
-        .add_edge(START, "ask")
-        .compile(checkpointer=checkpointer)
-    )
-
-
-def _ask_then_fail_once(checkpointer: BaseCheckpointSaver) -> CompiledStateGraph:
-    failures = [ConnectionError("flaky api")]
-
-    def ask(state: State):
-        answer = interrupt("delete a.txt?")
-        if failures:
-            raise failures.pop()
-        return {"log": [answer]}
-
-    return (
-        StateGraph(State)
-        .add_node(
-            "ask", ask, retry_policy=RetryPolicy(initial_interval=0, jitter=False)
-        )
-        .add_edge(START, "ask")
-        .compile(checkpointer=checkpointer)
-    )
-
-
-def _pending_ids(graph: CompiledStateGraph, config: RunnableConfig) -> dict[str, str]:
-    return {i.value: i.id for i in graph.get_state(config).interrupts}
-
-
-def test_unknown_id_is_refused_before_anything_is_written(
-    sync_checkpointer: BaseCheckpointSaver, durability: Durability
-) -> None:
-    graph = _parallel(sync_checkpointer)
-    config = _config()
-    graph.invoke({"log": []}, config, durability=durability)
-    before = graph.get_state(config)
-    checkpoints = len(list(sync_checkpointer.list(config)))
-    ids = _pending_ids(graph, config)
-
-    with pytest.raises(
-        UnknownInterruptError,
-        match=f"Unknown or already-consumed interrupt: {UNKNOWN_ID}",
-    ) as refused:
-        graph.invoke(Command(resume={UNKNOWN_ID: "x"}), config, durability=durability)
-
-    assert (
-        refused.value.reason,
-        refused.value.interrupt_ids,
-        refused.value.pending_ids,
-    ) == ("not_pending", (UNKNOWN_ID,), tuple(sorted(ids.values())))
-    after = graph.get_state(config)
-    assert len(list(sync_checkpointer.list(config))) == checkpoints
-    assert (after.values, after.next, after.interrupts) == (
-        before.values,
-        before.next,
-        before.interrupts,
-    )
-    result = graph.invoke(
-        Command(resume={ids["a?"]: "yes", ids["b?"]: "no"}),
-        config,
-        durability=durability,
-    )
-    assert sorted(result["log"]) == ["a:yes", "b:no"]
-
-
-def test_an_answered_id_is_refused(sync_checkpointer: BaseCheckpointSaver) -> None:
-    graph = _parallel(sync_checkpointer)
-    config = _config()
-    graph.invoke({"log": []}, config)
-    ids = _pending_ids(graph, config)
-    graph.invoke(Command(resume={ids["a?"]: "yes"}), config)
-
-    with pytest.raises(UnknownInterruptError, match=ids["a?"]) as refused:
-        graph.invoke(Command(resume={ids["a?"]: "again"}), config)
-
-    assert (
-        refused.value.reason,
-        refused.value.interrupt_ids,
-        refused.value.pending_ids,
-    ) == ("not_pending", (ids["a?"],), (ids["b?"],))
-
-    result = graph.invoke(Command(resume={ids["b?"]: "no"}), config)
-    assert sorted(result["log"]) == ["a:yes", "b:no"]
-
-
-def test_an_empty_map_is_refused(sync_checkpointer: BaseCheckpointSaver) -> None:
-    graph = _parallel(sync_checkpointer)
-    config = _config()
-    graph.invoke({"log": []}, config)
-
-    with pytest.raises(UnknownInterruptError, match="names no interrupt") as refused:
-        graph.invoke(Command(resume={}), config)
-
-    assert (
-        refused.value.reason,
-        refused.value.interrupt_ids,
-        refused.value.pending_ids,
-    ) == ("empty_map", (), tuple(sorted(_pending_ids(graph, config).values())))
-
-
-def test_one_value_is_refused_while_several_are_pending(
-    sync_checkpointer: BaseCheckpointSaver,
-) -> None:
-    graph = _parallel(sync_checkpointer)
-    config = _config()
-    graph.invoke({"log": []}, config)
-
-    with pytest.raises(
-        UnknownInterruptError, match="multiple pending interrupts"
-    ) as refused:
-        graph.invoke(Command(resume="yes"), config)
-
-    ids = _pending_ids(graph, config)
-    assert (refused.value.reason, refused.value.pending_ids) == (
-        "ambiguous",
-        tuple(sorted(ids.values())),
-    )
-    graph.invoke(Command(resume={ids["a?"]: "yes"}), config)
-    result = graph.invoke(Command(resume="no"), config)
-    assert sorted(result["log"]) == ["a:yes", "b:no"]
-
-
-def test_one_value_resumes_a_static_breakpoint(
-    sync_checkpointer: BaseCheckpointSaver,
-) -> None:
-    graph = (
-        StateGraph(State)
-        .add_node("a", lambda state: {"log": ["a"]})
-        .add_edge(START, "a")
-        .compile(checkpointer=sync_checkpointer, interrupt_before=["a"])
-    )
-    config = _config()
-    graph.invoke({"log": []}, config)
-
-    with pytest.raises(UnknownInterruptError, match=UNKNOWN_ID):
-        graph.invoke(Command(resume={UNKNOWN_ID: "x"}), config)
-
-    assert graph.invoke(Command(resume="go"), config) == {"log": ["a"]}
-
-
-def test_without_strict_mode_nothing_changes(
-    sync_checkpointer: BaseCheckpointSaver,
-) -> None:
-    graph = _parallel(sync_checkpointer)
-    config = _config(strict=False)
-    graph.invoke({"log": []}, config)
-
-    graph.invoke(Command(resume={UNKNOWN_ID: "x"}), config)
-    assert set(_pending_ids(graph, config)) == {"a?", "b?"}
-    with pytest.raises(RuntimeError, match="multiple pending interrupts"):
-        graph.invoke(Command(resume="yes"), config)
-
-
-def test_a_subgraph_interrupt_is_answered_by_its_id(
-    sync_checkpointer: BaseCheckpointSaver,
-) -> None:
-    def ask(state: State):
-        return {"log": [f"asked:{interrupt('sub?')}"]}
-
-    subgraph = StateGraph(State).add_node("ask", ask).add_edge(START, "ask").compile()
-    graph = (
-        StateGraph(State)
-        .add_node("sub", subgraph)
-        .add_edge(START, "sub")
-        .compile(checkpointer=sync_checkpointer)
-    )
-    config = _config()
-    graph.invoke({"log": []}, config)
-
-    result = graph.invoke(
-        Command(resume={_pending_ids(graph, config)["sub?"]: "yes"}), config
-    )
-    assert result["log"] == ["asked:yes"]
-
-
-def test_a_second_interrupt_in_one_node_gets_its_own_id(
-    sync_checkpointer: BaseCheckpointSaver,
-) -> None:
-    graph = _ask_twice(sync_checkpointer)
-    config = _config()
-    graph.invoke({"log": []}, config)
-    state = graph.get_state(config)
-    (card,) = state.interrupts
-    assert card.id == xxh3_128_hexdigest(f"ask:{state.tasks[0].id}".encode())
-    graph.invoke(Command(resume={card.id: "1"}), config)
-    (second,) = graph.get_state(config).interrupts
-    assert second.id != card.id
-
-    result = graph.invoke(Command(resume={second.id: "2"}), config)
-    assert result["log"] == ["1,2"]
-
-
-def test_a_retried_answer_in_one_node_is_refused(
-    sync_checkpointer: BaseCheckpointSaver,
-) -> None:
-    graph = _ask_twice(sync_checkpointer)
-    config = _config()
-    graph.invoke({"log": []}, config)
-    (card,) = graph.get_state(config).interrupts
-    graph.invoke(Command(resume={card.id: "yes"}), config)
-    (second,) = graph.get_state(config).interrupts
-
-    with pytest.raises(UnknownInterruptError) as refused:
-        graph.invoke(Command(resume={card.id: "yes"}), config)
-
-    assert (
-        refused.value.reason,
-        refused.value.interrupt_ids,
-        refused.value.pending_ids,
-    ) == ("not_pending", (card.id,), (second.id,))
-    result = graph.invoke(Command(resume={second.id: "no"}), config)
-    assert result["log"] == ["yes,no"]
-
-
-def test_parallel_interrupts_in_one_node_each_take_an_answer(
-    sync_checkpointer: BaseCheckpointSaver,
-) -> None:
-    def ask(name: str) -> str:
-        return interrupt(f"{name}?")
-
-    def ask_in_parallel(state: State, config: RunnableConfig):
-        with get_executor_for_config(config) as pool:
-            b = pool.submit(ask, "b")
-            b.exception()
-            a = pool.submit(ask, "a")
-            return {"log": [f"{a.result()},{b.result()}"]}
-
-    graph = (
-        StateGraph(State)
-        .add_node("ask", ask_in_parallel)
-        .add_edge(START, "ask")
-        .compile(checkpointer=sync_checkpointer)
-    )
-    config = _config()
-    graph.invoke({"log": []}, config)
-    for answer in ("1", "2"):
-        (card,) = graph.get_state(config).interrupts
-        graph.invoke(Command(resume={card.id: answer}), config)
-
-    assert graph.get_state(config).next == ()
-
-
-def test_a_later_interrupt_saved_with_the_first_id_is_still_answered(
-    sync_checkpointer: BaseCheckpointSaver,
-) -> None:
-    graph = _ask_twice(sync_checkpointer)
-    config = _config()
-    graph.invoke({"log": []}, config)
-    (card,) = graph.get_state(config).interrupts
-    graph.invoke(Command(resume={card.id: "1"}), config)
-    state = graph.get_state(config)
-    sync_checkpointer.put_writes(
-        state.config,
-        [(INTERRUPT, (Interrupt(value="second?", id=card.id),))],
-        state.tasks[0].id,
-    )
-
-    result = graph.invoke(Command(resume={card.id: "2"}), config)
-    assert result["log"] == ["1,2"]
-
-
-def test_a_retried_node_reuses_its_answer(
-    sync_checkpointer: BaseCheckpointSaver,
-) -> None:
-    graph = _ask_then_fail_once(sync_checkpointer)
-    config = _config()
-    graph.invoke({"log": []}, config)
-    (card,) = graph.get_state(config).interrupts
-
-    result = graph.invoke(Command(resume={card.id: "yes"}), config)
-    assert result["log"] == ["yes"]
-
-
-def test_a_card_whose_resumed_task_raised_is_not_refused(
-    sync_checkpointer: BaseCheckpointSaver,
-) -> None:
-    failures = ["once"]
-
-    def ask_then_fail_once(state: State):
-        answer = interrupt("approve?")
-        if failures:
-            failures.pop()
-            raise ValueError("failed after the answer")
-        return {"log": [f"answered:{answer}"]}
-
-    graph = (
-        StateGraph(State)
-        .add_node("ask", ask_then_fail_once)
-        .add_edge(START, "ask")
-        .compile(checkpointer=sync_checkpointer)
-    )
-    config = _config()
-    graph.invoke({"log": []}, config)
-    (card,) = graph.get_state(config).interrupts
-    with pytest.raises(ValueError, match="failed after the answer"):
-        graph.invoke(Command(resume={card.id: "first"}), config)
-
-    graph.invoke(Command(resume={card.id: "second"}), config)
-    assert graph.get_state(config).next == ()
-
-
-def test_a_pinned_head_checkpoint_is_checked(
-    sync_checkpointer: BaseCheckpointSaver,
-) -> None:
-    graph = _parallel(sync_checkpointer)
-    config = _config()
-    graph.invoke({"log": []}, config)
-    head = graph.get_state(config).config
-    pinned = {"configurable": {**config["configurable"], **head["configurable"]}}
-
-    with pytest.raises(UnknownInterruptError):
-        graph.invoke(Command(resume={UNKNOWN_ID: "x"}), pinned)
-
-    ids = _pending_ids(graph, config)
-    result = graph.invoke(Command(resume={ids["a?"]: "yes", ids["b?"]: "no"}), pinned)
-    assert sorted(result["log"]) == ["a:yes", "b:no"]
-
-
-def test_a_superseded_checkpoint_is_not_checked(
-    sync_checkpointer: BaseCheckpointSaver,
-) -> None:
-    graph = _parallel(sync_checkpointer)
-    config = _config()
-    graph.invoke({"log": []}, config)
-    paused = graph.get_state(config).config
-    ids = _pending_ids(graph, config)
-    graph.invoke(Command(resume={ids["a?"]: "yes", ids["b?"]: "no"}), config)
-
-    pinned = {"configurable": {**config["configurable"], **paused["configurable"]}}
-    graph.invoke(Command(resume={ids["a?"]: "again", ids["b?"]: "again"}), pinned)
-
-
-@NEEDS_CONTEXTVARS
-async def test_unknown_id_is_refused_async(
-    async_checkpointer: BaseCheckpointSaver,
-) -> None:
-    graph = _parallel(async_checkpointer)
-    config = _config()
-    await graph.ainvoke({"log": []}, config)
-
-    with pytest.raises(UnknownInterruptError, match=UNKNOWN_ID):
-        await graph.ainvoke(Command(resume={UNKNOWN_ID: "x"}), config)
-
-    state = await graph.aget_state(config)
-    assert {i.value for i in state.interrupts} == {"a?", "b?"}
-
-
-@NEEDS_CONTEXTVARS
-async def test_a_retried_node_reuses_its_answer_async(
-    async_checkpointer: BaseCheckpointSaver,
-) -> None:
-    graph = _ask_then_fail_once(async_checkpointer)
-    config = _config()
-    await graph.ainvoke({"log": []}, config)
-    (card,) = (await graph.aget_state(config)).interrupts
-
-    result = await graph.ainvoke(Command(resume={card.id: "yes"}), config)
-    assert result["log"] == ["yes"]

libs/langgraph/tests/test_subgraph_persistence.py

@@ -6,24 +6,16 @@ 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
 
-import pytest
-from langchain_core.messages import AIMessage, AnyMessage, HumanMessage
-from langchain_core.runnables import RunnableConfig
+from langchain_core.messages import AIMessage, HumanMessage
 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, _messages_delta_reducer
+from langgraph.graph.message import MessagesState
 from langgraph.types import Command, Interrupt, interrupt
 from tests.any_str import AnyStr
 
@@ -693,301 +685,3 @@ 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

@@ -6,25 +6,18 @@ 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, AnyMessage, HumanMessage
-from langchain_core.runnables import RunnableConfig
+from langchain_core.messages import AIMessage, HumanMessage
 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, _messages_delta_reducer
+from langgraph.graph.message import MessagesState
 from langgraph.types import Command, Interrupt, interrupt
 from tests.any_str import AnyStr
 
@@ -714,315 +707,3 @@ 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

@@ -706,139 +706,139 @@ wheels = [
 
 [[package]]
 name = "grpcio"
-version = "1.81.1"
+version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b0/b5/1ff353970a87eda4c98251e34d2dfd214abd4982dc89119c9252a2a482d2/grpcio-1.81.1.tar.gz", hash = "sha256:6fa10a767143a5e82e8eaab53918af0cd8909a57a27f8cb2288b80a613ac671b", size = 13026582, upload-time = "2026-06-11T12:46:51.673Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b7/48/af6173dbca4454f4637a4678b67f52ca7e0c1ed7d5894d89d434fecede05/grpcio-1.80.0.tar.gz", hash = "sha256:29aca15edd0688c22ba01d7cc01cb000d72b2033f4a3c72a81a19b56fd143257", size = 12978905, upload-time = "2026-03-30T08:49:10.502Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9a/d5/f2b159d8eec08be2a855ef698f5b6f7f9fdda022e4dd9e4f5d968affd678/grpcio-1.81.1-cp310-cp310-linux_armv7l.whl", hash = "sha256:6f9a0c9c1cc15c112d1c053064fd032b64917062292c3d70aea280e02ae10b77", size = 6086868, upload-time = "2026-06-11T12:44:19.364Z" },
-    { url = "https://files.pythonhosted.org/packages/80/41/9c95232b94b219ed8b14029d9cd000e0381cafba869c451dda60af84f4ba/grpcio-1.81.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:69ef28e54fc85397f91b8c19592b8ef3d81952080366914823bd8572a2958120", size = 12062291, upload-time = "2026-06-11T12:44:27.142Z" },
-    { url = "https://files.pythonhosted.org/packages/83/8b/bd9284bdd665ddf877a3e8bc2930d1bcf6ebdbae7b0da5c783dc26bd6e33/grpcio-1.81.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:15641444eca4a29358107b3dceb74c1c6305c55c822fd199b458aaea4068a7fb", size = 6635242, upload-time = "2026-06-11T12:44:30.741Z" },
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+    name: str = "tools"
 
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libs/sdk-py/langgraph_sdk/__init__.py

@@ -5,7 +5,7 @@ from langgraph_sdk.encryption.types import DecryptResult, EncryptionContext
 from langgraph_sdk.priority import Priority
 from langgraph_sdk.priority.types import PriorityContext, PrioritySettings
 
-__version__ = "0.4.14"
+__version__ = "0.4.12"
 
 __all__ = [
     "Auth",

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

@@ -100,7 +100,6 @@ class RunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
         version: Literal["v1"] = "v1",
     ) -> AsyncIterator[StreamPart]: ...
 
@@ -134,7 +133,6 @@ class RunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
         version: Literal["v2"],
     ) -> AsyncIterator[StreamPartV2]: ...
 
@@ -230,7 +228,6 @@ class RunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
         version: StreamVersion = "v1",
     ) -> AsyncIterator[StreamPart | StreamPartV2]:
         """Create a run and stream the results.
@@ -275,10 +272,6 @@ class RunsClient:
                 "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
                 "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
                 "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
-            strict_resume: Refuse a resume that answers an interrupt that isn't waiting,
-                instead of ignoring the answer: the run fails with `UnknownInterruptError`
-                and the thread stays as it was. Takes effect on servers whose `/info`
-                reports `strict_resume`.
             version: Stream format version. "v1" (default) returns raw SSE StreamPart
                 NamedTuples. "v2" returns typed dicts with `type`, `ns`, and `data` keys.
 
@@ -312,7 +305,7 @@ class RunsClient:
             StreamPart(event='metadata', data={'run_id': '1ef4a9b8-d7da-679a-a45a-872054341df2'})
             StreamPart(event='values', data={'messages': [{'content': 'how are you?', 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'human', 'name': None, 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', 'example': False}]})
             StreamPart(event='values', data={'messages': [{'content': 'how are you?', 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'human', 'name': None, 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', 'example': False}, {'content': "I'm doing well, thanks for asking! I'm an AI assistant created by Anthropic to be helpful, honest, and harmless.", 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'ai', 'name': None, 'id': 'run-159b782c-b679-4830-83c6-cef87798fe8b', 'example': False, 'tool_calls': [], 'invalid_tool_calls': [], 'usage_metadata': None}]})
-            StreamPart(event='end', data={'run_id': '1ef4a9b8-d7da-679a-a45a-872054341df2', 'status': 'success'})
+            StreamPart(event='end', data=None)
             ```
 
         """
@@ -348,7 +341,6 @@ class RunsClient:
             "on_completion": on_completion,
             "after_seconds": after_seconds,
             "durability": durability,
-            "strict_resume": strict_resume,
             "langsmith_tracer": langsmith_tracing,
         }
         endpoint = (
@@ -430,7 +422,6 @@ class RunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
     ) -> Run: ...
 
     async def create(
@@ -461,7 +452,6 @@ class RunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
     ) -> Run:
         """Create a background run.
 
@@ -501,10 +491,6 @@ class RunsClient:
                 "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
                 "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
                 "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
-            strict_resume: Refuse a resume that answers an interrupt that isn't waiting,
-                instead of ignoring the answer: the run fails with `UnknownInterruptError`
-                and the thread stays as it was. Takes effect on servers whose `/info`
-                reports `strict_resume`.
 
         Returns:
             The created background run.
@@ -609,7 +595,6 @@ class RunsClient:
             "on_completion": on_completion,
             "after_seconds": after_seconds,
             "durability": durability,
-            "strict_resume": strict_resume,
             "langsmith_tracer": langsmith_tracing,
         }
         payload = {k: v for k, v in payload.items() if v is not None}
@@ -671,7 +656,6 @@ class RunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
     ) -> builtins.list[dict] | dict[str, Any]: ...
 
     @overload
@@ -728,7 +712,6 @@ class RunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
     ) -> builtins.list[dict] | dict[str, Any]:
         """Create a run, wait until it finishes and return the final state.
 
@@ -766,10 +749,6 @@ class RunsClient:
                 "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
                 "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
                 "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
-            strict_resume: Refuse a resume that answers an interrupt that isn't waiting,
-                instead of ignoring the answer: the run fails with `UnknownInterruptError`
-                and the thread stays as it was. Takes effect on servers whose `/info`
-                reports `strict_resume`.
 
         Returns:
             The output of the run.
@@ -850,7 +829,6 @@ class RunsClient:
             "on_completion": on_completion,
             "after_seconds": after_seconds,
             "durability": durability,
-            "strict_resume": strict_resume,
             "langsmith_tracer": langsmith_tracing,
         }
         endpoint = (

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

@@ -21,7 +21,6 @@ from langgraph_sdk.schema import (
     ThreadSelectField,
     ThreadSortBy,
     ThreadState,
-    ThreadStateSelectField,
     ThreadStatus,
     ThreadStreamMode,
     ThreadUpdateStateResponse,
@@ -490,7 +489,6 @@ class ThreadsClient:
         checkpoint_id: str | None = None,  # deprecated
         *,
         subgraphs: bool = False,
-        select: list[ThreadStateSelectField] | None = None,
         headers: Mapping[str, str] | None = None,
         params: QueryParamTypes | None = None,
     ) -> ThreadState:
@@ -501,9 +499,6 @@ class ThreadsClient:
             checkpoint: The checkpoint to get the state of.
             checkpoint_id: (deprecated) The checkpoint ID to get the state of.
             subgraphs: Include subgraphs states.
-            select: Fields to include in the response. Use `values.<key>` to
-                return a single state key (e.g. `values.messages`), which lets the
-                server skip loading the rest of the state. Defaults to all fields.
             headers: Optional custom headers to include with the request.
             params: Optional query parameters to include with the request.
 
@@ -596,30 +591,16 @@ class ThreadsClient:
                     }
             }
             ```
-
-            Fetch only the `messages` state key:
-
-            ```python
-            thread_state = await client.threads.get_state(
-                thread_id="my_thread_id",
-                select=["values.messages"],
-            )
-            ```
         """
         if checkpoint:
-            payload: dict[str, Any] = {"checkpoint": checkpoint, "subgraphs": subgraphs}
-            if select:
-                payload["select"] = select
             return await self.http.post(
                 f"/threads/{_quote_path_param(thread_id)}/state/checkpoint",
-                json=payload,
+                json={"checkpoint": checkpoint, "subgraphs": subgraphs},
                 headers=headers,
                 params=params,
             )
         elif checkpoint_id:
-            get_params: dict[str, Any] = {"subgraphs": subgraphs}
-            if select:
-                get_params["select"] = select
+            get_params = {"subgraphs": subgraphs}
             if params:
                 get_params = {**get_params, **dict(params)}
             return await self.http.get(
@@ -628,9 +609,7 @@ class ThreadsClient:
                 headers=headers,
             )
         else:
-            get_params: dict[str, Any] = {"subgraphs": subgraphs}
-            if select:
-                get_params["select"] = select
+            get_params = {"subgraphs": subgraphs}
             if params:
                 get_params = {**get_params, **dict(params)}
             return await self.http.get(
@@ -713,7 +692,6 @@ class ThreadsClient:
         before: str | Checkpoint | None = None,
         metadata: Mapping[str, Any] | None = None,
         checkpoint: Checkpoint | None = None,
-        select: list[ThreadStateSelectField] | None = None,
         headers: Mapping[str, str] | None = None,
         params: QueryParamTypes | None = None,
     ) -> list[ThreadState]:
@@ -725,9 +703,6 @@ class ThreadsClient:
             limit: The maximum number of states to return.
             before: Return states before this checkpoint.
             metadata: Filter states by metadata key-value pairs.
-            select: Fields to include in the response. Use `values.<key>` to
-                return a single state key (e.g. `values.messages`), which lets the
-                server skip loading the rest of the state. Defaults to all fields.
             headers: Optional custom headers to include with the request.
             params: Optional query parameters to include with the request.
 
@@ -754,8 +729,6 @@ class ThreadsClient:
             payload["metadata"] = metadata
         if checkpoint:
             payload["checkpoint"] = checkpoint
-        if select:
-            payload["select"] = select
         return await self.http.post(
             f"/threads/{_quote_path_param(thread_id)}/history",
             json=payload,

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

@@ -100,7 +100,6 @@ class SyncRunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
         version: Literal["v1"] = "v1",
     ) -> Iterator[StreamPart]: ...
 
@@ -134,7 +133,6 @@ class SyncRunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
         version: Literal["v2"],
     ) -> Iterator[StreamPartV2]: ...
 
@@ -230,7 +228,6 @@ class SyncRunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
         version: StreamVersion = "v1",
     ) -> Iterator[StreamPart | StreamPartV2]:
         """Create a run and stream the results.
@@ -274,10 +271,6 @@ class SyncRunsClient:
                 "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
                 "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
                 "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
-            strict_resume: Refuse a resume that answers an interrupt that isn't waiting,
-                instead of ignoring the answer: the run fails with `UnknownInterruptError`
-                and the thread stays as it was. Takes effect on servers whose `/info`
-                reports `strict_resume`.
             version: Stream format version. "v1" (default) returns raw SSE StreamPart
                 NamedTuples. "v2" returns typed dicts with `type`, `ns`, and `data` keys.
 
@@ -309,7 +302,7 @@ class SyncRunsClient:
             StreamPart(event='metadata', data={'run_id': '1ef4a9b8-d7da-679a-a45a-872054341df2'})
             StreamPart(event='values', data={'messages': [{'content': 'how are you?', 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'human', 'name': None, 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', 'example': False}]})
             StreamPart(event='values', data={'messages': [{'content': 'how are you?', 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'human', 'name': None, 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', 'example': False}, {'content': "I'm doing well, thanks for asking! I'm an AI assistant created by Anthropic to be helpful, honest, and harmless.", 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'ai', 'name': None, 'id': 'run-159b782c-b679-4830-83c6-cef87798fe8b', 'example': False, 'tool_calls': [], 'invalid_tool_calls': [], 'usage_metadata': None}]})
-            StreamPart(event='end', data={'run_id': '1ef4a9b8-d7da-679a-a45a-872054341df2', 'status': 'success'})
+            StreamPart(event='end', data=None)
             ```
         """
         if checkpoint_during is not None:
@@ -343,7 +336,6 @@ class SyncRunsClient:
             "on_completion": on_completion,
             "after_seconds": after_seconds,
             "durability": durability,
-            "strict_resume": strict_resume,
             "langsmith_tracer": langsmith_tracing,
         }
         endpoint = (
@@ -425,7 +417,6 @@ class SyncRunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
     ) -> Run: ...
 
     def create(
@@ -456,7 +447,6 @@ class SyncRunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
     ) -> Run:
         """Create a background run.
 
@@ -496,10 +486,6 @@ class SyncRunsClient:
                 "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
                 "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
                 "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
-            strict_resume: Refuse a resume that answers an interrupt that isn't waiting,
-                instead of ignoring the answer: the run fails with `UnknownInterruptError`
-                and the thread stays as it was. Takes effect on servers whose `/info`
-                reports `strict_resume`.
 
         Returns:
             The created background `Run`.
@@ -604,7 +590,6 @@ class SyncRunsClient:
             "on_completion": on_completion,
             "after_seconds": after_seconds,
             "durability": durability,
-            "strict_resume": strict_resume,
             "langsmith_tracer": langsmith_tracing,
         }
         payload = {k: v for k, v in payload.items() if v is not None}
@@ -666,7 +651,6 @@ class SyncRunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
     ) -> builtins.list[dict] | dict[str, Any]: ...
 
     @overload
@@ -723,7 +707,6 @@ class SyncRunsClient:
         params: QueryParamTypes | None = None,
         on_run_created: Callable[[RunCreateMetadata], None] | None = None,
         durability: Durability | None = None,
-        strict_resume: bool | None = None,
     ) -> builtins.list[dict] | dict[str, Any]:
         """Create a run, wait until it finishes and return the final state.
 
@@ -762,10 +745,6 @@ class SyncRunsClient:
                 "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
                 "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
                 "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
-            strict_resume: Refuse a resume that answers an interrupt that isn't waiting,
-                instead of ignoring the answer: the run fails with `UnknownInterruptError`
-                and the thread stays as it was. Takes effect on servers whose `/info`
-                reports `strict_resume`.
 
         Returns:
             The output of the `Run`.
@@ -847,7 +826,6 @@ class SyncRunsClient:
             "on_completion": on_completion,
             "after_seconds": after_seconds,
             "durability": durability,
-            "strict_resume": strict_resume,
             "langsmith_tracer": langsmith_tracing,
         }
 

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

@@ -21,7 +21,6 @@ from langgraph_sdk.schema import (
     ThreadSelectField,
     ThreadSortBy,
     ThreadState,
-    ThreadStateSelectField,
     ThreadStatus,
     ThreadStreamMode,
     ThreadUpdateStateResponse,
@@ -481,7 +480,6 @@ class SyncThreadsClient:
         checkpoint_id: str | None = None,  # deprecated
         *,
         subgraphs: bool = False,
-        select: list[ThreadStateSelectField] | None = None,
         headers: Mapping[str, str] | None = None,
         params: QueryParamTypes | None = None,
     ) -> ThreadState:
@@ -491,9 +489,6 @@ class SyncThreadsClient:
             thread_id: The ID of the thread to get the state of.
             checkpoint: The checkpoint to get the state of.
             subgraphs: Include subgraphs states.
-            select: Fields to include in the response. Use `values.<key>` to
-                return a single state key (e.g. `values.messages`), which lets the
-                server skip loading the rest of the state. Defaults to all fields.
             headers: Optional custom headers to include with the request.
 
         Returns:
@@ -586,29 +581,16 @@ class SyncThreadsClient:
             }
             ```
 
-            Fetch only the `messages` state key:
-
-            ```python
-            thread_state = client.threads.get_state(
-                thread_id="my_thread_id",
-                select=["values.messages"],
-            )
-            ```
         """
         if checkpoint:
-            payload: dict[str, Any] = {"checkpoint": checkpoint, "subgraphs": subgraphs}
-            if select:
-                payload["select"] = select
             return self.http.post(
                 f"/threads/{_quote_path_param(thread_id)}/state/checkpoint",
-                json=payload,
+                json={"checkpoint": checkpoint, "subgraphs": subgraphs},
                 headers=headers,
                 params=params,
             )
         elif checkpoint_id:
-            get_params: dict[str, Any] = {"subgraphs": subgraphs}
-            if select:
-                get_params["select"] = select
+            get_params = {"subgraphs": subgraphs}
             if params:
                 get_params = {**get_params, **dict(params)}
             return self.http.get(
@@ -617,9 +599,7 @@ class SyncThreadsClient:
                 headers=headers,
             )
         else:
-            get_params: dict[str, Any] = {"subgraphs": subgraphs}
-            if select:
-                get_params["select"] = select
+            get_params = {"subgraphs": subgraphs}
             if params:
                 get_params = {**get_params, **dict(params)}
             return self.http.get(
@@ -699,7 +679,6 @@ class SyncThreadsClient:
         before: str | Checkpoint | None = None,
         metadata: Mapping[str, Any] | None = None,
         checkpoint: Checkpoint | None = None,
-        select: list[ThreadStateSelectField] | None = None,
         headers: Mapping[str, str] | None = None,
         params: QueryParamTypes | None = None,
     ) -> list[ThreadState]:
@@ -711,9 +690,6 @@ class SyncThreadsClient:
             limit: The maximum number of states to return.
             before: Return states before this checkpoint.
             metadata: Filter states by metadata key-value pairs.
-            select: Fields to include in the response. Use `values.<key>` to
-                return a single state key (e.g. `values.messages`), which lets the
-                server skip loading the rest of the state. Defaults to all fields.
             headers: Optional custom headers to include with the request.
 
         Returns:
@@ -741,8 +717,6 @@ class SyncThreadsClient:
             payload["metadata"] = metadata
         if checkpoint:
             payload["checkpoint"] = checkpoint
-        if select:
-            payload["select"] = select
         return self.http.post(
             f"/threads/{_quote_path_param(thread_id)}/history",
             json=payload,

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

@@ -354,6 +354,8 @@ 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, cast
+from typing import Any, Literal, cast
 
 import httpx
 import orjson
@@ -106,31 +106,31 @@ class APITimeoutError(APIConnectionError):
 
 
 class BadRequestError(APIStatusError):
-    status_code: int = 400
+    status_code: Literal[400] = 400
 
 
 class AuthenticationError(APIStatusError):
-    status_code: int = 401
+    status_code: Literal[401] = 401
 
 
 class PermissionDeniedError(APIStatusError):
-    status_code: int = 403
+    status_code: Literal[403] = 403
 
 
 class NotFoundError(APIStatusError):
-    status_code: int = 404
+    status_code: Literal[404] = 404
 
 
 class ConflictError(APIStatusError):
-    status_code: int = 409
+    status_code: Literal[409] = 409
 
 
 class UnprocessableEntityError(APIStatusError):
-    status_code: int = 422
+    status_code: Literal[422] = 422
 
 
 class RateLimitError(APIStatusError):
-    status_code: int = 429
+    status_code: Literal[429] = 429
 
 
 class InternalServerError(APIStatusError):

libs/sdk-py/langgraph_sdk/schema.py

@@ -58,8 +58,6 @@ StreamMode = Literal[
     "debug",
     "custom",
     "messages-tuple",
-    "tools",
-    "lifecycle",
 ]
 """
 Defines the mode of streaming:
@@ -71,8 +69,6 @@ Defines the mode of streaming:
 - "tasks": Stream task start and finish events.
 - "debug": Stream detailed debug information.
 - "custom": Stream custom events.
-- "tools": Stream tool events: `on_tool_start`, `on_tool_event`, `on_tool_end` and `on_tool_error`.
-- "lifecycle": Stream an event when each subgraph starts and ends, with the id of the tool call that started it.
 """
 
 DisconnectMode = Literal["cancel", "continue"]
@@ -384,8 +380,6 @@ class Run(TypedDict):
     """The run metadata."""
     multitask_strategy: MultitaskStrategy
     """Strategy to handle concurrent runs on the same thread."""
-    cancel_reason: NotRequired[str | None]
-    """Why the run was cancelled, if it was. Omitted by older servers."""
 
 
 class Cron(TypedDict):
@@ -486,21 +480,6 @@ ThreadSelectField = Literal[
     "interrupts",
 ]
 
-ThreadStateSelectField = (
-    Literal[
-        "values",
-        "next",
-        "tasks",
-        "checkpoint",
-        "metadata",
-        "created_at",
-        "parent_checkpoint",
-        "interrupts",
-    ]
-    | str
-)
-"""Also accepts `values.<key>` for a single state key, e.g. `values.messages`."""
-
 RunSelectField = Literal[
     "run_id",
     "thread_id",
@@ -511,7 +490,6 @@ RunSelectField = Literal[
     "metadata",
     "kwargs",
     "multitask_strategy",
-    "cancel_reason",
 ]
 
 CronSelectField = Literal[

libs/sdk-py/pyproject.toml

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

libs/sdk-py/tests/test_api_parity.py

@@ -136,7 +136,7 @@ def test_sync_api_matches_async(async_cls, sync_cls):
 # and stateful ones (`thread_id: str`) leave out `on_completion`, which only
 # applies to stateless runs.
 _RUN_OVERLOAD_OMISSIONS = {
-    "None": {"checkpoint", "checkpoint_id", "multitask_strategy", "strict_resume"},
+    "None": {"checkpoint", "checkpoint_id", "multitask_strategy"},
     "str": {"on_completion"},
 }
 

libs/sdk-py/tests/test_runs_client.py

@@ -212,55 +212,3 @@ async def test_wait_returns_the_run_error_without_raise_error(asynchronous):
 
     assert result == run_error
     assert "raise_error" not in json.loads(requests[0].content)
-
-
-def _strict_resume_handler(requests: list[httpx.Request]):
-    def handler(request: httpx.Request) -> httpx.Response:
-        requests.append(request)
-        if request.url.path.endswith("/stream"):
-            return httpx.Response(
-                200,
-                headers={"Content-Type": "text/event-stream"},
-                content=b"event: end\ndata: null\n\n",
-            )
-        return httpx.Response(200, json={"run_id": "r1"})
-
-    return handler
-
-
-@pytest.mark.parametrize("method", ["create", "stream", "wait"])
-@pytest.mark.parametrize("asynchronous", [False, True])
-@pytest.mark.parametrize("strict_resume", [True, None], ids=["opted-in", "default"])
-async def test_runs_send_strict_resume_only_when_set(
-    method: str, asynchronous: bool, strict_resume: bool | None
-):
-    requests: list[httpx.Request] = []
-    transport = httpx.MockTransport(_strict_resume_handler(requests))
-    kwargs: dict[str, Any] = {
-        "command": {"resume": {"0" * 32: "yes"}},
-        "strict_resume": strict_resume,
-    }
-    if asynchronous:
-        async with httpx.AsyncClient(
-            transport=transport, base_url="https://example.com"
-        ) as client:
-            result = getattr(RunsClient(HttpClient(client)), method)(
-                "t1", "agent", **kwargs
-            )
-            if method == "stream":
-                async for _ in result:
-                    pass
-            else:
-                await result
-    else:
-        with httpx.Client(
-            transport=transport, base_url="https://example.com"
-        ) as client:
-            result = getattr(SyncRunsClient(SyncHttpClient(client)), method)(
-                "t1", "agent", **kwargs
-            )
-            if method == "stream":
-                for _ in result:
-                    pass
-
-    assert json.loads(requests[0].content).get("strict_resume") == strict_resume

libs/sdk-py/tests/test_threads_client.py

@@ -11,14 +11,6 @@ from langgraph_sdk.client import (
     SyncThreadsClient,
     ThreadsClient,
 )
-from langgraph_sdk.schema import Checkpoint
-
-CHECKPOINT: Checkpoint = {
-    "thread_id": "thread_123",
-    "checkpoint_ns": "",
-    "checkpoint_id": "cp_1",
-    "checkpoint_map": None,
-}
 
 
 @pytest.mark.asyncio
@@ -64,121 +56,3 @@ def test_sync_threads_update_return_minimal():
         )
 
     assert result is None
-
-
-@pytest.mark.asyncio
-async def test_async_threads_get_state_select():
-    requests: list[httpx.Request] = []
-
-    async def handler(request: httpx.Request) -> httpx.Response:
-        requests.append(request)
-        return httpx.Response(200, json={})
-
-    transport = httpx.MockTransport(handler)
-    async with httpx.AsyncClient(
-        transport=transport, base_url="https://example.com"
-    ) as client:
-        threads_client = ThreadsClient(HttpClient(client))
-        await threads_client.get_state("thread_123", select=["values.messages", "next"])
-        await threads_client.get_state(
-            "thread_123", checkpoint_id="cp_1", select=["values.messages"]
-        )
-        await threads_client.get_state(
-            "thread_123",
-            checkpoint=CHECKPOINT,
-            select=["values.messages"],
-        )
-        await threads_client.get_state("thread_123")
-
-    latest, by_id, by_checkpoint, default = requests
-    assert latest.method == "GET"
-    assert latest.url.path == "/threads/thread_123/state"
-    assert latest.url.params.get_list("select") == ["values.messages", "next"]
-    assert by_id.method == "GET"
-    assert by_id.url.path == "/threads/thread_123/state/cp_1"
-    assert by_id.url.params.get_list("select") == ["values.messages"]
-    assert by_checkpoint.method == "POST"
-    assert by_checkpoint.url.path == "/threads/thread_123/state/checkpoint"
-    assert json.loads(by_checkpoint.content) == {
-        "checkpoint": CHECKPOINT,
-        "subgraphs": False,
-        "select": ["values.messages"],
-    }
-    assert "select" not in default.url.params
-
-
-@pytest.mark.asyncio
-async def test_async_threads_get_history_select():
-    bodies: list[dict] = []
-
-    async def handler(request: httpx.Request) -> httpx.Response:
-        assert request.method == "POST"
-        assert request.url.path == "/threads/thread_123/history"
-        bodies.append(json.loads(request.content))
-        return httpx.Response(200, json=[])
-
-    transport = httpx.MockTransport(handler)
-    async with httpx.AsyncClient(
-        transport=transport, base_url="https://example.com"
-    ) as client:
-        threads_client = ThreadsClient(HttpClient(client))
-        await threads_client.get_history("thread_123", select=["values.messages"])
-        await threads_client.get_history("thread_123")
-
-    assert bodies == [{"limit": 10, "select": ["values.messages"]}, {"limit": 10}]
-
-
-def test_sync_threads_get_state_select():
-    requests: list[httpx.Request] = []
-
-    def handler(request: httpx.Request) -> httpx.Response:
-        requests.append(request)
-        return httpx.Response(200, json={})
-
-    transport = httpx.MockTransport(handler)
-    with httpx.Client(transport=transport, base_url="https://example.com") as client:
-        threads_client = SyncThreadsClient(SyncHttpClient(client))
-        threads_client.get_state("thread_123", select=["values.messages", "next"])
-        threads_client.get_state(
-            "thread_123", checkpoint_id="cp_1", select=["values.messages"]
-        )
-        threads_client.get_state(
-            "thread_123",
-            checkpoint=CHECKPOINT,
-            select=["values.messages"],
-        )
-        threads_client.get_state("thread_123")
-
-    latest, by_id, by_checkpoint, default = requests
-    assert latest.method == "GET"
-    assert latest.url.path == "/threads/thread_123/state"
-    assert latest.url.params.get_list("select") == ["values.messages", "next"]
-    assert by_id.method == "GET"
-    assert by_id.url.path == "/threads/thread_123/state/cp_1"
-    assert by_id.url.params.get_list("select") == ["values.messages"]
-    assert by_checkpoint.method == "POST"
-    assert by_checkpoint.url.path == "/threads/thread_123/state/checkpoint"
-    assert json.loads(by_checkpoint.content) == {
-        "checkpoint": CHECKPOINT,
-        "subgraphs": False,
-        "select": ["values.messages"],
-    }
-    assert "select" not in default.url.params
-
-
-def test_sync_threads_get_history_select():
-    bodies: list[dict] = []
-
-    def handler(request: httpx.Request) -> httpx.Response:
-        assert request.method == "POST"
-        assert request.url.path == "/threads/thread_123/history"
-        bodies.append(json.loads(request.content))
-        return httpx.Response(200, json=[])
-
-    transport = httpx.MockTransport(handler)
-    with httpx.Client(transport=transport, base_url="https://example.com") as client:
-        threads_client = SyncThreadsClient(SyncHttpClient(client))
-        threads_client.get_history("thread_123", select=["values.messages"])
-        threads_client.get_history("thread_123")
-
-    assert bodies == [{"limit": 10, "select": ["values.messages"]}, {"limit": 10}]

libs/sdk-py/uv.lock

@@ -1,11 +1,9 @@
 version = 1
-revision = 5
+revision = 3
 requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.15'",
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-    "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'",
+    "python_full_version < '3.15'",
 ]
 
 [[package]]
@@ -24,7 +22,7 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
     { name = "idna" },
-    { name = "typing-extensions", marker = "python_full_version < '3.15'" },
+    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
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-version = "1.9.0"
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 name = "docopt"
 version = "0.6.2"
@@ -192,7 +181,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions" },
+    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" } },
 ]
 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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 [[package]]
 name = "httpx"
 version = "0.28.1"
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+    { url = "https://files.pythonhosted.org/packages/d2/23/408243171aa9aaba178d3e2559159c24c1171a641aa83b67bdd3394ead8e/idna-3.15-py3-none-any.whl", hash = "sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8", size = 72340, upload-time = "2026-05-12T22:45:55.733Z" },
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 [[package]]
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 [[package]]
 name = "langchain-core"
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+version = "1.6.5"
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 dependencies = [
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     { name = "httpx" },
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@@ -372,29 +277,31 @@ dependencies = [
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