release(langgraph): 1.2.22 (#9702)

Bumps langgraph from 1.2.21 to 1.2.22.

Includes:

- Stream a child graph that runs on its own thread to a caller streaming
with `subgraphs=True` again, as before 1.2.19 (#9698)
- Skip message conversion in `add_messages` for plain messages (#9631)
- Filter pending writes to the given tasks before reading their statuses
(#9634)
- Match update keys against a set on wide states (#9632)
- Check only failed futures for the runner stop condition (#9630)
- Find untracked and delta channels once per run (#9629)

.github/scripts/run_langgraph_cli_test.py

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

libs/checkpoint-conformance/uv.lock

@@ -279,7 +279,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.1"
+version = "4.3.2"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },

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

@@ -3,7 +3,7 @@ from __future__ import annotations
 import asyncio
 from collections import defaultdict
 from collections.abc import AsyncIterator, Iterator, Mapping, Sequence
-from contextlib import asynccontextmanager
+from contextlib import asynccontextmanager, nullcontext
 from typing import Any, cast
 
 from langchain_core.runnables import RunnableConfig
@@ -425,7 +425,12 @@ class AsyncPostgresSaver(BasePostgresSaver):
                 Will be applied regardless of whether the AsyncPostgresSaver instance was initialized with a pipeline.
                 If pipeline mode is not supported, will fall back to using transaction context manager.
         """
-        async with self.lock, _ainternal.get_connection(self.conn) as conn:
+        # A pool hands each call its own connection, so only a shared one needs
+        # the lock.
+        lock = (
+            nullcontext() if isinstance(self.conn, AsyncConnectionPool) else self.lock
+        )
+        async with lock, _ainternal.get_connection(self.conn) as conn:
             if self.pipe:
                 # a connection in pipeline mode can be used concurrently
                 # in multiple threads/coroutines, but only one cursor can be
@@ -594,7 +599,11 @@ class AsyncPostgresSaver(BasePostgresSaver):
                 if value["parent_checkpoint_id"]
                 else None
             ),
-            await asyncio.to_thread(self._load_writes, value["pending_writes"]),
+            (
+                await asyncio.to_thread(self._load_writes, value["pending_writes"])
+                if value["pending_writes"]
+                else []
+            ),
         )
 
     def list(

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

@@ -413,7 +413,14 @@ class AsyncPostgresStore(AsyncBatchedBaseStore, BasePostgresStore[_ainternal.Con
     ) -> None:
         # Keep `conn` for compatibility with subclasses overriding this private hook.
         # All database I/O goes through `_cursor()`, which owns connection acquisition.
-        async with self._cursor(pipeline=True) as cur:
+        # A lone read is one statement: outside a pipeline it costs one round
+        # trip instead of two (its fetch, then the Sync on leaving the pipeline).
+        lone_read = (
+            not self.pipe
+            and PutOp not in grouped_ops
+            and sum(map(len, grouped_ops.values())) == 1
+        )
+        async with self._cursor(pipeline=not lone_read) as cur:
             if GetOp in grouped_ops:
                 await self._batch_get_ops(
                     cast(Sequence[tuple[int, GetOp]], grouped_ops[GetOp]),

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

@@ -977,14 +977,19 @@ class PostgresStore(BaseStore, BasePostgresStore[_pg_internal.Conn]):
                     ):
                         yield cur
             else:
-                with conn.cursor(binary=True, row_factory=dict_row) as cur:
+                # Lone reads land here, so take the lock like the pipeline branch:
+                # another thread may be holding this connection in a pipeline.
+                with self.lock, conn.cursor(binary=True, row_factory=dict_row) as cur:
                     yield cur
 
     def batch(self, ops: Iterable[Op]) -> list[Result]:
         grouped_ops, num_ops = _group_ops(ops)
         results: list[Result] = [None] * num_ops
 
-        with self._cursor(pipeline=True) as cur:
+        # A lone read is one statement: outside a pipeline it costs one round
+        # trip instead of two (its fetch, then the Sync on leaving the pipeline).
+        lone_read = num_ops == 1 and PutOp not in grouped_ops and not self.pipe
+        with self._cursor(pipeline=not lone_read) as cur:
             if GetOp in grouped_ops:
                 self._batch_get_ops(
                     cast(Sequence[tuple[int, GetOp]], grouped_ops[GetOp]), results, cur

libs/checkpoint-postgres/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph-checkpoint-postgres"
-version = "3.2.0"
+version = "3.2.1"
 description = "Library with a Postgres implementation of LangGraph checkpoint saver."
 authors = []
 requires-python = ">=3.10"

libs/checkpoint-postgres/tests/test_async.py

@@ -1,5 +1,6 @@
 # type: ignore
 
+import asyncio
 from contextlib import asynccontextmanager
 from typing import Any
 from uuid import uuid4
@@ -417,3 +418,33 @@ async def test_delta_channel_chain_reconstruction(saver_name: str) -> None:
         assert msgs[1].content == "reply-1"
         assert msgs[2].content == "there"
         assert msgs[3].content == "reply-3"
+
+
+async def test_pool_saver_reads_while_a_list_is_open(test_data) -> None:
+    async with _pool_saver() as saver:
+        config = await saver.aput(
+            test_data["configs"][0],
+            test_data["checkpoints"][0],
+            test_data["metadata"][0],
+            {},
+        )
+        listing = saver.alist(None)
+        try:
+            assert await anext(listing) is not None
+            assert await asyncio.wait_for(saver.aget_tuple(config), timeout=5)
+        finally:
+            await listing.aclose()
+
+
+async def test_base_saver_serializes_concurrent_calls(test_data) -> None:
+    async with _base_saver() as saver:
+        config = await saver.aput(
+            test_data["configs"][0],
+            test_data["checkpoints"][0],
+            test_data["metadata"][0],
+            {},
+        )
+        await asyncio.gather(
+            *(saver.aput_writes(config, [("x", i)], str(uuid4())) for i in range(20)),
+            *(saver.aget_tuple(config) for _ in range(20)),
+        )

libs/checkpoint-postgres/tests/test_store.py

@@ -2,6 +2,7 @@
 from __future__ import annotations
 
 import re
+import threading
 import time
 from contextlib import contextmanager
 from typing import Any
@@ -289,6 +290,30 @@ def test_basic_store_ops(store) -> None:
     assert deleted_item is None
 
 
+def test_lone_reads_and_puts_share_a_connection(store: PostgresStore) -> None:
+    errors: list[BaseException] = []
+
+    def run(op: Any) -> None:
+        try:
+            for i in range(100):
+                op(i)
+        except BaseException as e:
+            errors.append(e)
+
+    def read(i: int) -> None:
+        store.get(("race",), f"k{i % 10}")
+
+    def write(i: int) -> None:
+        store.put(("race",), f"k{i % 10}", {"i": i})
+
+    threads = [threading.Thread(target=run, args=(op,)) for op in [read, write] * 4]
+    for t in threads:
+        t.start()
+    for t in threads:
+        t.join()
+    assert errors == []
+
+
 def test_list_namespaces(store) -> None:
     # Create test data with various namespaces
     test_namespaces = [

libs/checkpoint-postgres/uv.lock

@@ -278,7 +278,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.1"
+version = "4.3.2"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },
@@ -353,7 +353,7 @@ test = [
 
 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.2.0"
+version = "3.2.1"
 source = { editable = "." }
 dependencies = [
     { name = "langgraph-checkpoint" },

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

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

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

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

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

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

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

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

libs/checkpoint-sqlite/tests/test_async_store.py

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

libs/checkpoint-sqlite/tests/test_delta_channel_migration.py

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

libs/checkpoint-sqlite/tests/test_get_delta_channel_history.py

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

libs/checkpoint-sqlite/uv.lock

@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 5
 requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.15'",
@@ -285,7 +285,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.1"
+version = "4.3.2"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },
@@ -751,7 +751,7 @@ wheels = [
 
 [[package]]
 name = "pytest"
-version = "9.1.1"
+version = "9.2.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -762,35 +762,35 @@ dependencies = [
     { name = "pygments" },
     { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/79/42/bb4641652e58dedeac2ec51abc1f8cae4fee4ec63899a0999016229a0f2a/pytest-9.2.0.tar.gz", hash = "sha256:97c4f3b1f3c7414aa36465e09b8220f1d03627993bd51b1282e193753c80557b", size = 1797555, upload-time = "2026-10-27T21:30:20.728Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/51/39/1f5d8c8877a0fa327db959c19341d4be61660de1ab6b7391f9eb805bcd67/pytest-9.2.0-py3-none-any.whl", hash = "sha256:07acdcf88ec174f907dc01af70bf52d49b014bbab03faeeade31c96b18c2e588", size = 411776, upload-time = "2026-10-27T21:30:19.131Z" },
 ]
 
 [[package]]
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-version = "1.4.0"
+version = "1.4.1"
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     { name = "pytest" },
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+    { url = "https://files.pythonhosted.org/packages/46/d7/cd9e2708afdbf059658adaf08bdb0792ca52489871051d6ce7d498b51277/pytest_asyncio-1.4.1-py3-none-any.whl", hash = "sha256:507afa78ec77c6661164ef1a2368bc7820383fd1a14b2a7f813de8b5a92949cc", size = 17061, upload-time = "2026-10-25T21:05:35.473Z" },
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 [[package]]
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-version = "3.16.0"
+version = "3.17.0"
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 ]
 
 [[package]]

libs/checkpoint/langgraph/store/base/batch.py

@@ -302,14 +302,20 @@ def _dedupe_ops(values: list[Op]) -> tuple[list[int] | None, list[Op]]:
     dedupped: list[Op] = []
     listen: list[int] = []
     puts: dict[tuple[tuple[str, ...], str], int] = {}
+    reads: dict[Op, int] = {}
 
     for op in values:
         if isinstance(op, (GetOp, SearchOp, ListNamespacesOp)):
             try:
-                listen.append(dedupped.index(op))
-            except ValueError:
-                listen.append(len(dedupped))
+                ix = reads.setdefault(op, len(dedupped))
+            except TypeError:  # an op holding a dict or a list is unhashable
+                try:
+                    ix = dedupped.index(op)
+                except ValueError:
+                    ix = len(dedupped)
+            if ix == len(dedupped):
                 dedupped.append(op)
+            listen.append(ix)
         elif isinstance(op, PutOp):
             putkey = (op.namespace, op.key)
             if putkey in puts:

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

@@ -248,13 +248,20 @@ class InMemoryStore(BaseStore):
                 for key, filter_value in op.filter.items()
             )
 
+        # Without a filter or a query embedding, the caller keeps only
+        # filtered[offset:offset + limit], so stop collecting there. Negative
+        # bounds keep the full scan, since a slice counts them from the end.
+        stop = (
+            op.offset + op.limit
+            if not op.filter
+            and not (op.query and self.embeddings)
+            and min(op.offset, op.limit) >= 0
+            else None
+        )
+        n = len(namespace_prefix)
         filtered = []
         for namespace in self._data:
-            if not (
-                namespace[: len(namespace_prefix)] == namespace_prefix
-                if len(namespace) >= len(namespace_prefix)
-                else False
-            ):
+            if namespace[:n] != namespace_prefix:
                 continue
 
             for key, item in self._data[namespace].items():
@@ -263,6 +270,8 @@ class InMemoryStore(BaseStore):
                         filtered.append((item, list(embeddings.values())))
                     else:
                         filtered.append((item, []))
+                    if len(filtered) == stop:
+                        return filtered
         return filtered
 
     def _embed_search_queries(

libs/checkpoint/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph-checkpoint"
-version = "4.3.1"
+version = "4.3.2"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 authors = []
 requires-python = ">=3.10"

libs/checkpoint/tests/test_store.py

@@ -22,7 +22,7 @@ from langgraph.store.base import (
     get_text_at_path,
     validate_op_namespace,
 )
-from langgraph.store.base.batch import AsyncBatchedBaseStore
+from langgraph.store.base.batch import AsyncBatchedBaseStore, _dedupe_ops
 from langgraph.store.memory import InMemoryStore
 from tests.embed_test_utils import CharacterEmbeddings
 
@@ -75,6 +75,29 @@ async def test_async_batch_store_resilience() -> None:
     assert result2.value == doc2
 
 
+def test_dedupe_ops_maps_repeated_reads_and_puts_to_one_op() -> None:
+    ops = [
+        GetOp(("a",), "k"),
+        PutOp(("a",), "k", {"v": 1}),
+        GetOp(("a",), "k"),
+        SearchOp(("a",), filter={"x": 1}),
+        SearchOp(("a",), filter={"x": 1}),
+        PutOp(("a",), "k", {"v": 2}),
+        GetOp(("b",), "k"),
+        ListNamespacesOp(match_conditions=(MatchCondition("prefix", ("a",)),)),
+        ListNamespacesOp(match_conditions=(MatchCondition("prefix", ("a",)),)),
+    ]
+    listen, dedupped = _dedupe_ops(ops)
+    assert dedupped == [
+        GetOp(("a",), "k"),
+        PutOp(("a",), "k", {"v": 2}),
+        SearchOp(("a",), filter={"x": 1}),
+        GetOp(("b",), "k"),
+        ListNamespacesOp(match_conditions=(MatchCondition("prefix", ("a",)),)),
+    ]
+    assert listen == [0, 1, 0, 2, 2, 1, 3, 4, 4]
+
+
 def test_get_text_at_path() -> None:
     nested_data = {
         "name": "test",
@@ -437,6 +460,43 @@ def test_list_namespaces_no_conditions() -> None:
     assert sorted(result) == sorted(expected)
 
 
+def test_search_pages_match_full_listing() -> None:
+    store = InMemoryStore()
+    items_per_namespace = 7
+    for ns in [("a",), ("a", "b"), ("ab",), ("a", "c", "d")]:
+        for i in range(items_per_namespace):
+            store.put(ns, f"k{i}", {"i": i, "even": i % 2 == 0})
+
+    def keys(items: list) -> list[tuple[tuple[str, ...], str]]:
+        return [(item.namespace, item.key) for item in items]
+
+    full = keys(store.search(("a",), limit=100))
+    assert {ns for ns, _ in full} == {("a",), ("a", "b"), ("a", "c", "d")}
+    assert len(full) == 3 * items_per_namespace
+    paged = [
+        key
+        for offset in range(0, len(full), 4)
+        for key in keys(store.search(("a",), limit=4, offset=offset))
+    ]
+    assert paged == full
+    even = keys(store.search(("a",), filter={"even": True}, limit=100))
+    assert (
+        keys(store.search(("a",), filter={"even": True}, limit=3, offset=2))
+        == even[2:5]
+    )
+
+
+def test_vector_search_scores_every_item(fake_embeddings: CharacterEmbeddings) -> None:
+    store = InMemoryStore(
+        index={"dims": fake_embeddings.dims, "embed": fake_embeddings}
+    )
+    for i in range(4):
+        store.put(("test",), f"other{i}", {"text": f"zzz qqq {i}"})
+    store.put(("test",), "match", {"text": "apple pie"})
+    results = store.search(("test",), query="apple pie", limit=1)
+    assert [r.key for r in results] == ["match"]
+
+
 def test_list_namespaces_empty_store() -> None:
     store = InMemoryStore()
 

libs/checkpoint/uv.lock

@@ -394,7 +394,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.1"
+version = "4.3.2"
 source = { editable = "." }
 dependencies = [
     { name = "langchain-core" },

libs/cli/README.md

@@ -40,7 +40,7 @@ langgraph new [PATH] --template TEMPLATE_NAME
 
 ### `langgraph dev` 🏃‍♀️
 
-Run LangGraph API server in development mode with hot reloading.
+Run Agent Server in development mode with hot reloading.
 
 ```bash
 langgraph dev [OPTIONS]
@@ -54,7 +54,7 @@ langgraph dev [OPTIONS]
 
 ### `langgraph up` 🚀
 
-Launch LangGraph API server in Docker.
+Launch Agent Server in Docker.
 
 ```bash
 langgraph up [OPTIONS]
@@ -86,14 +86,55 @@ 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.
+
+#### Where `deploy` sends requests
+
+All `deploy` commands need only a LangSmith API key (`LANGSMITH_API_KEY`). The CLI
+asks the LangSmith API (`LANGSMITH_ENDPOINT`, or `https://api.smith.langchain.com`
+by default) which workspaces the key can use. If the workspace runs on a
+LangSmith data plane in your own cloud (BYOC on AWS, Azure, or GCP), the CLI
+talks to that data plane's host API and sets the workspace for you. The data
+plane URL must use https, since the API key is sent there. Status links still
+point at the LangSmith UI. If the key's workspaces sit on different data planes,
+set `LANGSMITH_TENANT_ID` to the workspace ID to reach its data plane; without
+it, the CLI starts on the LangSmith control plane, and the workspace ID you
+enter when asked picks the data plane. A `LANGSMITH_TENANT_ID` the key can't
+use is an error. If the workspace lookup fails, the CLI says so and uses the
+LangSmith control plane.
+
+`--host-url` (or `LANGGRAPH_HOST_URL`) sends every request to the given host
+backend URL instead and skips this lookup.
+
+#### What a data plane supports
+
+On a BYOC data plane, the data plane decides which deployments `deploy` can make:
+
+- Building with `deploy` (a local Docker build, or `--remote`) needs a data plane
+  that supports CLI builds. Otherwise, push to a registry you manage with
+  `--push-to <registry>/<repository>`, or deploy an existing image with
+  `--image-uri`. Both work on every data plane.
+- `--agent-server-type` defaults to `serverless`, or to `dev` on a data plane
+  without scale to zero. Asking for `serverless` or `dedicated` on a data plane
+  that doesn't support it fails before anything is created.
+
 ### `langgraph deploy metrics`
 
-Fetch deployment monitoring time series as JSON through the LangSmith control plane.
-Use `langgraph deploy list` to find the deployment ID. Authentication uses the same
-API key and workspace configuration as the other deployment commands.
+Fetch Agent Server monitoring time series as JSON. Like the other `deploy`
+commands, it finds the API key's workspace and sends the request to that
+workspace's control plane or data plane (see
+[Where `deploy` sends requests](#where-deploy-sends-requests)). Use
+`langgraph deploy list` to find the Agent Server ID.
 
 ```bash
-langgraph deploy metrics DEPLOYMENT_ID \
+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
@@ -108,8 +149,8 @@ langgraph deploy metrics DEPLOYMENT_ID \
 - Queue: `run_queue_wait_time`
 
 These are exact metric names, not free-text search terms. Availability depends on
-the deployment and platform; a supported metric may have no data. Use
-`lg_run_count` for deployment runs, not the UI schema's placeholder `run_count`.
+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
@@ -129,32 +170,27 @@ The top level includes `deployment_id`, `start_time`, `end_time`, and
 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 included in default compact 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
+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 DEPLOYMENT_ID --summary
-langgraph deploy metrics DEPLOYMENT_ID --raw
+langgraph deploy metrics AGENT_SERVER_ID --summary
+langgraph deploy metrics AGENT_SERVER_ID --raw
 ```
 
-`--summary` requests server-side aggregation with `summary=true` and prints the
-response without reshaping or rounding. It includes `deployment_id`,
-`step_seconds`, and `sections`, but no `start_time`, `end_time`, or `points`.
-Series contain `metric`, `unit`, `latest`, `min`, `max`, and `avg`; units include
-`percent`, `count`, `milliseconds`, and `responses_per_second`.
-`--raw` returns the original UI chart schema without reshaping or rounding.
-These flags are mutually exclusive. Neither mode returns traces.
+`--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; not a live deployment benchmark):
+serialization for all modes; not a live Agent Server benchmark):
 
-| Before: raw UI schema | After: default |
-| --- | --- |
-| 4,302 bytes | 1,226 bytes (72% smaller) |
+| Before: raw UI schema | After: default | After: summary |
+| --- | --- | --- |
+| 4,302 bytes | 1,226 bytes (72% smaller) | 806 bytes (81% smaller) |
 
 ## Configuration
 

libs/cli/generate_schema.py

@@ -107,6 +107,10 @@ 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__ = "0.4.42"
+__version__ = "0.4.43"

libs/cli/langgraph_cli/analytics.py

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

libs/cli/langgraph_cli/cli.py

@@ -1,10 +1,11 @@
-"""CLI entrypoint for LangGraph API server."""
+"""CLI entrypoint for Agent 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
@@ -45,7 +46,7 @@ OPT_CONFIG = click.option(
 
     \b
     Config file must be a JSON file that has the following keys:
-    - "dependencies": array of dependencies for langgraph API server. Dependencies can be one of the following:
+    - "dependencies": array of dependencies for the Agent 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>
@@ -140,17 +141,6 @@ OPT_VERBOSE = click.option(
     help="Show more output from the server logs",
 )
 OPT_WATCH = click.option("--watch", is_flag=True, help="Restart on file changes")
-OPT_DEBUGGER_PORT = click.option(
-    "--debugger-port",
-    type=int,
-    help="Pull the debugger image locally and serve the UI on specified port",
-)
-OPT_DEBUGGER_BASE_URL = click.option(
-    "--debugger-base-url",
-    type=str,
-    help="URL used by the debugger to access LangGraph API. Defaults to http://127.0.0.1:[PORT]",
-)
-
 OPT_POSTGRES_URI = click.option(
     "--postgres-uri",
     help="Postgres URI to use for the database. Defaults to launching a local database",
@@ -160,7 +150,7 @@ OPT_API_VERSION = click.option(
     "--api-version",
     type=str,
     help=(
-        "API server version to use for the base image. If unspecified, the "
+        "Agent 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 "
@@ -242,18 +232,94 @@ cli.add_command(deploy)
 # ---------------------------------------------------------------------------
 
 
+def _validated_http_url(value: str, option_name: str) -> SplitResult:
+    try:
+        parsed = urlsplit(value)
+        hostname = parsed.hostname
+        _ = parsed.port
+    except ValueError as exc:
+        raise click.UsageError(
+            f"{option_name} must be a valid HTTP(S) URL without credentials."
+        ) from exc
+
+    if (
+        value != value.strip()
+        or parsed.scheme not in {"http", "https"}
+        or not parsed.netloc
+        or not hostname
+        or parsed.username is not None
+        or parsed.password is not None
+    ):
+        raise click.UsageError(
+            f"{option_name} must be a valid HTTP(S) URL without credentials."
+        )
+    return parsed
+
+
+def _studio_link(
+    *,
+    port: int,
+    studio_url: str | None,
+    api_url: str | None,
+    debugger_base_url: str | None,
+) -> str:
+    if debugger_base_url is not None:
+        if api_url is not None and api_url != debugger_base_url:
+            raise click.UsageError(
+                "--api-url and --debugger-base-url cannot specify different URLs."
+            )
+        click.echo(
+            "Warning: --debugger-base-url is deprecated; use --api-url instead.",
+            err=True,
+        )
+        api_url = debugger_base_url
+
+    studio_url = "https://smith.langchain.com" if studio_url is None else studio_url
+    api_url = f"http://127.0.0.1:{port}" if api_url is None else api_url
+    studio_parts = _validated_http_url(studio_url, "--studio-url")
+    _validated_http_url(api_url, "--api-url")
+    if studio_parts.query or studio_parts.fragment:
+        raise click.UsageError(
+            "--studio-url must not include a query string or fragment."
+        )
+
+    studio_path = f"{studio_parts.path.rstrip('/')}/studio/"
+    return urlunsplit(
+        studio_parts._replace(
+            path=studio_path,
+            query=urlencode({"baseUrl": api_url}),
+        )
+    )
+
+
 @OPT_RECREATE
 @OPT_PULL
 @OPT_PORT
 @OPT_DOCKER_COMPOSE
 @OPT_CONFIG
 @OPT_VERBOSE
-@OPT_DEBUGGER_PORT
-@OPT_DEBUGGER_BASE_URL
 @OPT_WATCH
 @OPT_POSTGRES_URI
 @OPT_API_VERSION
 @OPT_ENGINE_RUNTIME_MODE
+@click.option(
+    "--studio-url",
+    type=str,
+    default=None,
+    help="URL of the LangGraph Studio instance. Defaults to https://smith.langchain.com",
+)
+@click.option(
+    "--api-url",
+    type=str,
+    default=None,
+    help="URL that LangGraph Studio uses to access the API. Defaults to http://127.0.0.1:[PORT]",
+)
+@click.option(
+    "--debugger-base-url",
+    type=str,
+    default=None,
+    hidden=True,
+)
 @click.option(
     "--image",
     type=str,
@@ -264,7 +330,7 @@ cli.add_command(deploy)
 @click.option(
     "--base-image",
     default=None,
-    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."
+    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."
     "\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)",
 )
@@ -273,7 +339,7 @@ cli.add_command(deploy)
     is_flag=True,
     help="Wait for services to start before returning. Implies --detach",
 )
-@cli.command(help="🚀 Launch LangGraph API server.")
+@cli.command(help="🚀 Launch Agent Server.")
 @log_command
 def up(
     config: pathlib.Path,
@@ -284,17 +350,24 @@ 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,
 ):
-    click.secho("Starting LangGraph API server...", fg="green")
+    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(
-        """For local dev, requires env var LANGSMITH_API_KEY with access to LangSmith Deployment.
+        """For local dev, requires env var LANGSMITH_API_KEY with access to LangSmith Agent Server.
 For production use, requires a license key in env var LANGGRAPH_CLOUD_LICENSE_KEY.""",
     )
     with Runner() as runner, Progress(message="Pulling...") as set:
@@ -308,8 +381,6 @@ For production use, requires a license key in env var LANGGRAPH_CLOUD_LICENSE_KE
             pull=pull,
             watch=watch,
             verbose=verbose,
-            debugger_port=debugger_port,
-            debugger_base_url=debugger_base_url,
             postgres_uri=postgres_uri,
             api_version=api_version,
             engine_runtime_mode=engine_runtime_mode,
@@ -337,20 +408,12 @@ For production use, requires a license key in env var LANGGRAPH_CLOUD_LICENSE_KE
             if "unpacking to docker.io" in line:
                 set("Starting...")
             elif "Application startup complete" in line:
-                debugger_origin = (
-                    f"http://localhost:{debugger_port}"
-                    if debugger_port
-                    else "https://smith.langchain.com"
-                )
-                debugger_base_url_query = (
-                    debugger_base_url or f"http://127.0.0.1:{port}"
-                )
                 set("")
                 sys.stdout.write(
                     f"""Ready!
 - API: http://localhost:{port}
 - Docs: http://localhost:{port}/docs
-- LangGraph Studio: {debugger_origin}/studio/?baseUrl={debugger_base_url_query}
+- LangGraph Studio: {studio_link}
 """
                 )
                 sys.stdout.flush()
@@ -394,7 +457,7 @@ 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 LangGraph API server. Pin to specific versions using version tags. Defaults to langchain/langgraph-api or langchain/langgraphjs-api."
+    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."
     "\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)",
 )
@@ -410,7 +473,7 @@ 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 LangGraph API server Docker image.",
+    help="📦 Build Agent Server Docker image.",
     context_settings=dict(
         ignore_unknown_options=True,
     ),
@@ -527,12 +590,12 @@ tests
 @OPT_CONFIG
 @click.argument("save_path", type=click.Path(resolve_path=True))
 @cli.command(
-    help="🐳 Generate a Dockerfile for the LangGraph API server, with Docker Compose options."
+    help="🐳 Generate a Dockerfile for the Agent Server, with Docker Compose options."
 )
 @click.option(
     "--add-docker-compose",
     help=(
-        "Add additional files for running the LangGraph API server with "
+        "Add additional files for running the Agent Server with "
         "docker-compose. These files include a docker-compose.yml, .env file, "
         "and a .dockerignore file."
     ),
@@ -540,7 +603,7 @@ tests
 )
 @click.option(
     "--base-image",
-    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."
+    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."
     "\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)",
 )
@@ -632,7 +695,7 @@ def dockerfile(
                         "\n",
                         "# LANGSMITH_API_KEY=your-api-key",
                         "\n",
-                        "# Or if you have a LangSmith Deployment license key, "
+                        "# Or if you have an Agent Server license key, "
                         "then uncomment the following line: ",
                         "\n",
                         "# LANGGRAPH_CLOUD_LICENSE_KEY=your-license-key",
@@ -729,7 +792,7 @@ def dockerfile(
     "--server-log-level",
     type=str,
     default="WARNING",
-    help="Set the log level for the API server.",
+    help="Set the log level for the Agent Server.",
 )
 @click.option(
     "--ssl-certfile",
@@ -757,7 +820,7 @@ def dockerfile(
 )
 @cli.command(
     "dev",
-    help="🏃‍♀️‍➡️ Run LangGraph API server in development mode with hot reloading and debugging support",
+    help="🏃‍♀️‍➡️ Run Agent Server in development mode with hot reloading and debugging support",
 )
 @log_command
 def dev(
@@ -776,7 +839,7 @@ def dev(
     ssl_certfile: pathlib.Path | None,
     ssl_keyfile: pathlib.Path | None,
 ):
-    """CLI entrypoint for running the LangGraph API server."""
+    """CLI entrypoint for running the Agent 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."
@@ -936,8 +999,6 @@ def prepare_args_and_stdin(
     docker_compose: pathlib.Path | None,
     port: int,
     watch: bool,
-    debugger_port: int | None = None,
-    debugger_base_url: str | None = None,
     postgres_uri: str | None = None,
     api_version: str | None = None,
     engine_runtime_mode: str = "combined_queue_worker",
@@ -951,8 +1012,6 @@ def prepare_args_and_stdin(
     stdin = langgraph_cli.docker.compose(
         capabilities,
         port=port,
-        debugger_port=debugger_port,
-        debugger_base_url=debugger_base_url,
         postgres_uri=postgres_uri,
         image=image,
         base_image=base_image,
@@ -990,15 +1049,13 @@ 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 LangGraph API server."""
+    """Prepare the arguments and stdin for running the Agent Server."""
     config_json = langgraph_cli.config.validate_config_file(config_path)
     warn_non_wolfi_distro(config_json)
     # pull latest images
@@ -1033,8 +1090,6 @@ def prepare(
         docker_compose=docker_compose,
         port=port,
         watch=watch,
-        debugger_port=debugger_port,
-        debugger_base_url=debugger_base_url or f"http://127.0.0.1:{port}",
         postgres_uri=postgres_uri,
         api_version=api_version,
         engine_runtime_mode=engine_runtime_mode,

libs/cli/langgraph_cli/deploy.py

@@ -31,7 +31,12 @@ from langgraph_cli.host_backend import (
     ControlPlaneEndpoints,
     HostBackendClient,
     HostBackendError,
+    InstanceFlags,
+    LangSmithApiClient,
     SourceName,
+    Workspace,
+    WorkspaceRouter,
+    langsmith_api_url,
 )
 from langgraph_cli.image_reference import DIGEST_SEPARATOR, ImageReference
 from langgraph_cli.progress import Progress
@@ -108,6 +113,20 @@ _LISTENER_REQUIRED_MARKER = "listener_id' is required"
 _LISTENERS_SHOWN = 10
 _LISTENER_NOT_FOUND_STATUSES = frozenset({404, 422})
 _LISTENERS_DOCS_URL = "https://docs.langchain.com/langsmith/control-plane#listeners"
+_DEFAULT_AGENT_SERVER_TYPE = "serverless"
+_WIRE_DEPLOYMENT_TYPES = {"serverless": "dev_zero", "dedicated": "prod"}
+_SOURCE_REJECTED_PREFIX = "'source' must be"
+_RESOURCE_SPEC_REQUIRED_MARKER = "'source_config.resource_spec' is required"
+_HOST_URL_ON_A_DATA_PLANE = (
+    "If --host-url or LANGGRAPH_HOST_URL points at a BYOC data plane, drop it so "
+    "'langgraph deploy' finds the data plane from your API key."
+)
+_CLI_BUILDS_UNSUPPORTED = (
+    "This LangSmith data plane does not build images for 'langgraph deploy'. "
+    "Push the image to a registry you manage with --push-to "
+    "<registry>/<repository>, or deploy an image that is already there with "
+    "--image-uri."
+)
 _NO_LISTENERS = (
     "This workspace has no listeners, so --listener-id and --k8s-namespace "
     "do not apply."
@@ -138,7 +157,7 @@ class BuildResult:
     progress_message: str = ""
     timeout_seconds: int = 300
     poll_interval_seconds: int = 1
-    no_result_message: str = "Deployment updated"
+    no_result_message: str = "Agent Server 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 +484,7 @@ 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 --deployment-id or --name is required.")
+    raise click.UsageError("Either --agent-server-id or --name is required.")
 
 
 def validate_deploy_commands(
@@ -513,9 +532,9 @@ def find_deployment_by_name(
 
 
 def normalize_name(value: str | None) -> str:
-    """Sanitize a deployment/directory name into a valid deployment name.
+    """Sanitize an Agent Server/directory name into a valid Agent Server name.
 
-    LangSmith Deployment names only allow lowercase
+    Agent Server names only allow lowercase
     alphanumeric characters and hyphens ([a-z0-9-]).
     Invalid characters are replaced with hyphens.
     """
@@ -571,8 +590,8 @@ 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 Deployment "
-            f"requires {_DEPLOYMENT_PLATFORM}. Rebuild or pull the image for "
+            f"Docker image '{image}' targets {detected}, but LangSmith Agent Server "
+            f"hosting 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 +662,7 @@ class DeploymentRow:
         identifier = _text(deployment, "id")
         if identifier is None:
             raise HostBackendError(
-                "The control plane returned a deployment without an id."
+                "The control plane returned an Agent Server without an id."
             )
         return cls(identifier, _text(deployment, "name"), _deployment_url(deployment))
 
@@ -655,7 +674,7 @@ class DeploymentRow:
 
 
 DEPLOYMENTS_TABLE = Table(
-    ("Deployment ID", "Deployment Name", "Deployment URL"), DeploymentRow.cells
+    ("Agent Server ID", "Agent Server Name", "Agent Server URL"), DeploymentRow.cells
 )
 
 LISTENERS_TABLE = Table(("Listener ID", "Compute ID", "Namespaces"), Listener.cells)
@@ -806,7 +825,7 @@ 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 deployment {selector.deployment_id}")
+    _log_deploy_step(step, f"Using Agent Server {selector.deployment_id}")
     resource = _call_host_backend_with_optional_tenant(
         client, lambda c: c.get_deployment(selector.deployment_id)
     )
@@ -833,7 +852,7 @@ def _find_deployment(
         )
         if len(existing) > 1:
             raise click.ClickException(
-                "This control plane does not filter deployments by agent, so the "
+                "This control plane does not filter Agent Servers 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 +865,7 @@ def _find_deployment(
             None,
         )
     else:
-        _log_deploy_step(step, f"Looking up deployment '{selector.name}'")
+        _log_deploy_step(step, f"Looking up Agent Server '{selector.name}'")
         found = _call_host_backend_with_optional_tenant(
             client, lambda c: find_deployment_by_name(c, selector.name)
         )
@@ -854,7 +873,7 @@ def _find_deployment(
     if found is None:
         em.warn(not_found_message)
     else:
-        em.info(f"Found existing deployment (ID: {found.id})")
+        em.info(f"Found existing Agent Server (ID: {found.id})")
     return found, step + 1
 
 
@@ -877,9 +896,9 @@ def _create_deployment(
 ) -> tuple[CreatedDeployment, int]:
     _log_deploy_step(
         step,
-        f"Creating deployment for agent '{agent['agent_id']}' in {agent['environment']}"
+        f"Creating Agent Server for agent '{agent['agent_id']}' in {agent['environment']}"
         if agent is not None
-        else f"Creating deployment '{name}'",
+        else f"Creating Agent Server '{name}'",
     )
     try:
         created = client.create_deployment(
@@ -893,7 +912,7 @@ def _create_deployment(
     except HostBackendError as err:
         if agent is not None and err.status_code == 409:
             raise HostBackendError(
-                "This agent already has a deployment in this environment.",
+                "This agent already has an Agent Server in this environment.",
                 status_code=409,
             ) from None
         raise
@@ -903,8 +922,8 @@ def _create_deployment(
             "POST /v2/deployments succeeded but response missing a valid 'id'"
         )
     if agent is not None:
-        _get_emitter().info(f"Deployment name: {created.get('name')}")
-    _get_emitter().info(f"Deployment ID: {created_id}", deployment_id=created_id)
+        _get_emitter().info(f"Agent Server name: {created.get('name')}")
+    _get_emitter().info(f"Agent Server ID: {created_id}", deployment_id=created_id)
     return CreatedDeployment(created_id, created), step + 1
 
 
@@ -1324,10 +1343,10 @@ def _run_local_build(
                 in err.message
             ):
                 raise click.ClickException(
-                    f"Deployment '{deployment_id}' was not created by 'langgraph deploy' "
+                    f"Agent Server '{deployment_id}' was not created by 'langgraph deploy' "
                     "and cannot be updated with this command.\n"
-                    "Please create a new deployment by running 'langgraph deploy' "
-                    "without --deployment-id, or use a different --name."
+                    "Please create a new Agent Server by running 'langgraph deploy' "
+                    "without --agent-server-id, or use a different --name."
                 ) from None
             raise
         deployment_token = push_data.get("token")
@@ -1391,7 +1410,7 @@ def _run_local_build(
             verbose=verbose,
         )
 
-        _log_deploy_step(step, f"Updating deployment {deployment_id}")
+        _log_deploy_step(step, f"Updating Agent Server {deployment_id}")
         updated = client.update_deployment(
             deployment_id,
             resolved_image,
@@ -1400,7 +1419,7 @@ def _run_local_build(
             tracked_packages=tracked_packages,
         )
 
-    return _image_revision_result(updated, "Deployment updated")
+    return _image_revision_result(updated, "Agent Server updated")
 
 
 def _run_remote_build(
@@ -1488,7 +1507,7 @@ def _run_remote_build(
 
     def _handle_interrupt(revision_id: str) -> None:
         em.warn(
-            f"\nInterrupted. Deployment ID: {deployment_id}, Revision ID: {revision_id}"
+            f"\nInterrupted. Agent Server ID: {deployment_id}, Revision ID: {revision_id}"
         )
         em.warn("The build will continue remotely.")
 
@@ -1512,11 +1531,10 @@ def _run_remote_build(
 @dataclass(frozen=True, slots=True)
 class DeployContext:
     client: HostBackendClient
-    endpoints: ControlPlaneEndpoints
     spec: BuildSpec
     verbose: bool
     selector: DeploymentSelector
-    deployment_type: str
+    agent_server_type: str | None
     secrets: list[dict[str, str]]
     tracked_packages: list[str] | None
 
@@ -1531,17 +1549,70 @@ class DeploymentSource(Protocol):
     def run(self, ctx: DeployContext) -> DeployOutcome: ...
 
 
+def _unsupported_agent_server_type(label: str) -> click.UsageError:
+    return click.UsageError(
+        f"This LangSmith data plane does not support {label} Agent Servers. "
+        "Use --agent-server-type dev instead."
+    )
+
+
+def _require_cli_builds(client: HostBackendClient) -> InstanceFlags | None:
+    flags = client.instance_flags()
+    if flags is not None and not flags.cli_builds:
+        raise click.UsageError(_CLI_BUILDS_UNSUPPORTED)
+    return flags
+
+
+def _data_plane_source_config(
+    flags: InstanceFlags, agent_server_type: str | None
+) -> dict[str, object]:
+    requested = agent_server_type or (
+        _DEFAULT_AGENT_SERVER_TYPE if flags.scale_to_zero else "dev"
+    )
+    if requested == "dev":
+        return {"resource_spec": _OPERATOR_DEFAULT_RESOURCE_SPEC}
+    if requested == "serverless":
+        if not flags.scale_to_zero:
+            raise _unsupported_agent_server_type("serverless (scale to zero)")
+        return {
+            "resource_spec": _OPERATOR_DEFAULT_RESOURCE_SPEC,
+            "deployment_type": _WIRE_DEPLOYMENT_TYPES["serverless"],
+        }
+    if not flags.dedicated:
+        raise _unsupported_agent_server_type("dedicated")
+    return {
+        "resource_spec": None,
+        "deployment_type": _WIRE_DEPLOYMENT_TYPES["dedicated"],
+    }
+
+
+def _new_deployment_source_config(
+    flags: InstanceFlags | None, agent_server_type: str | None
+) -> dict[str, object]:
+    if flags is not None:
+        return _data_plane_source_config(flags, agent_server_type)
+    requested = agent_server_type or _DEFAULT_AGENT_SERVER_TYPE
+    return {"deployment_type": _WIRE_DEPLOYMENT_TYPES.get(requested, requested)}
+
+
+def _with_hint(err: HostBackendError, hint: str) -> HostBackendError:
+    return HostBackendError(
+        f"{err.message}\n{hint}", status_code=err.status_code, detail=err.detail
+    )
+
+
 def _resolve_or_create(
     ctx: DeployContext, *, source: SourceName, not_found_message: str
 ) -> tuple[str, int]:
     if isinstance(ctx.selector, ById):
         existing, step = _fetch_deployment(ctx.client, 1, ctx.selector)
+    else:
+        existing, step = _find_deployment(
+            ctx.client, 1, ctx.selector, not_found_message=not_found_message
+        )
+    flags = _require_cli_builds(ctx.client)
+    if existing is not None:
         return existing.id, step
-    found, step = _find_deployment(
-        ctx.client, 1, ctx.selector, not_found_message=not_found_message
-    )
-    if found is not None:
-        return found.id, step
     try:
         created, step = _create_deployment(
             ctx.client,
@@ -1549,7 +1620,7 @@ def _resolve_or_create(
             name=ctx.selector.name if isinstance(ctx.selector, ByName) else None,
             agent=asdict(ctx.selector) if isinstance(ctx.selector, ByAgent) else None,
             source=source,
-            source_config={"deployment_type": ctx.deployment_type},
+            source_config=_new_deployment_source_config(flags, ctx.agent_server_type),
             source_revision_config={},
             secrets=ctx.secrets,
         )
@@ -1557,11 +1628,15 @@ def _resolve_or_create(
         if err.status_code == 400 and err.detail == (
             "Scale to zero deployments are not supported in AWS environments"
         ):
-            raise HostBackendError(
-                f"{err.message}\nUse --deployment-type dev instead.",
-                status_code=err.status_code,
-                detail=err.detail,
-            ) from None
+            raise _with_hint(err, "Use --agent-server-type dev instead.") from None
+        if err.status_code == 400 and (err.detail or "").startswith(
+            _SOURCE_REJECTED_PREFIX
+        ):
+            raise _with_hint(err, _CLI_BUILDS_UNSUPPORTED) from None
+        if err.status_code == 400 and _RESOURCE_SPEC_REQUIRED_MARKER in (
+            err.detail or ""
+        ):
+            raise _with_hint(err, _HOST_URL_ON_A_DATA_PLANE) from None
         if _needs_a_listener(err):
             raise ListenerRequiredError(
                 "The image has to come from a registry you manage, so re-run with "
@@ -1613,10 +1688,10 @@ 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"Deployment {existing.id} was not created from an external image "
+            f"Agent Server {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 deployment."
+            "--name to create a new Agent Server."
         )
 
 
@@ -1630,7 +1705,7 @@ class ManagedRegistrySource:
         deployment_id, step = _resolve_or_create(
             ctx,
             source="internal_docker",
-            not_found_message="No deployment found. Will create after build.",
+            not_found_message="No Agent Server found. Will create after build.",
         )
         build_result = _run_local_build(
             client=ctx.client,
@@ -1654,7 +1729,7 @@ class RemoteBuildSource:
         deployment_id, step = _resolve_or_create(
             ctx,
             source="internal_source",
-            not_found_message="No deployment found. Will create.",
+            not_found_message="No Agent Server found. Will create.",
         )
         build_result = _run_remote_build(
             client=ctx.client,
@@ -1723,24 +1798,24 @@ 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 a deployment with --push-to or --image-uri."
+                "apply when creating an Agent Server 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 a deployment is "
-                f"created. Deployment {deployment_id} already exists, so "
+                "Listener and namespace are fixed when an Agent Server is "
+                f"created. Agent Server {deployment_id} already exists, so "
                 "drop --listener-id and --k8s-namespace, or create a new "
-                "deployment with a different --name."
+                "Agent Server with a different --name."
             )
         if self.image_pull_secrets:
             raise click.UsageError(
                 "langgraph deploy does not update image pull secrets on an "
-                f"existing deployment. Deployment {deployment_id} already "
+                f"existing Agent Server. Agent Server {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 deployment with a different --name."
+                "new Agent Server with a different --name."
             )
 
 
@@ -1757,7 +1832,7 @@ class CustomerRegistrySource:
             ctx.client,
             1,
             ctx.selector,
-            not_found_message="No deployment found. Will create after push.",
+            not_found_message="No Agent Server found. Will create after push.",
         )
         if found is not None:
             return self._update(ctx, found, step)
@@ -1771,7 +1846,7 @@ 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 deployment {existing.id}")
+        _log_deploy_step(step, f"Updating Agent Server {existing.id}")
         updated = ctx.client.update_deployment(
             existing.id,
             image_uri,
@@ -1780,14 +1855,14 @@ class CustomerRegistrySource:
             tracked_packages=ctx.tracked_packages,
         )
         return DeployOutcome(
-            existing.id, _image_revision_result(updated, "Deployment updated")
+            existing.id, _image_revision_result(updated, "Agent Server updated")
         )
 
     def _resolve_placement(self, ctx: DeployContext) -> Placement:
         requested = self.create_only.placement
         if requested.listener_id is not None:
             return requested.on(_requested_listener(ctx.client, requested.listener_id))
-        if not (ctx.endpoints.is_cloud or requested.requested):
+        if not (ctx.client.endpoints.is_cloud or requested.requested):
             return Unplaced()
         return requested.among(_available_listeners(ctx.client))
 
@@ -1829,7 +1904,7 @@ class CustomerRegistrySource:
                 ) from None
             raise
         return DeployOutcome(
-            created.id, _image_revision_result(created.resource, "Deployment created")
+            created.id, _image_revision_result(created.resource, "Agent Server created")
         )
 
     def _publish(self, ctx: DeployContext, step: int) -> tuple[str, int]:
@@ -1995,16 +2070,60 @@ def _create_host_backend_client(
             fg="yellow",
         )
         resolved_api_key = click.prompt("Enter LangSmith API key", hide_input=True)
-    tenant_id = env_vars.get("LANGSMITH_TENANT_ID") or os.environ.get(
-        "LANGSMITH_TENANT_ID"
+    tenant_id = (
+        env_vars.get("LANGSMITH_TENANT_ID")
+        or os.environ.get("LANGSMITH_TENANT_ID")
+        or None
     )
     langsmith_endpoint = env_vars.get("LANGSMITH_ENDPOINT") or os.environ.get(
         "LANGSMITH_ENDPOINT"
     )
-    endpoints = ControlPlaneEndpoints.resolve(host_url, langsmith_endpoint)
-    return HostBackendClient(
-        endpoints.control_plane_url, resolved_api_key, tenant_id=tenant_id
+    if host_url:
+        return HostBackendClient(host_url, resolved_api_key, tenant_id)
+    workspaces = _list_workspaces(
+        LangSmithApiClient(langsmith_api_url(langsmith_endpoint), resolved_api_key)
     )
+    target = _discover_target(workspaces, tenant_id)
+    return HostBackendClient(
+        ControlPlaneEndpoints.for_workspace(target.data_plane_url, langsmith_endpoint),
+        resolved_api_key,
+        target.tenant_id,
+        router=WorkspaceRouter(workspaces, langsmith_endpoint),
+    )
+
+
+@dataclass(frozen=True, slots=True)
+class HostTarget:
+    tenant_id: str | None
+    data_plane_url: str | None = None
+
+
+def _list_workspaces(langsmith: LangSmithApiClient) -> list[Workspace]:
+    try:
+        return langsmith.list_workspaces()
+    except HostBackendError:
+        click.secho(
+            "Could not look up this API key's LangSmith workspaces; "
+            "using the default LangSmith control plane.",
+            fg="yellow",
+            err=True,
+        )
+        return []
+
+
+def _discover_target(workspaces: list[Workspace], tenant_id: str | None) -> HostTarget:
+    if tenant_id is not None and workspaces:
+        workspaces = [w for w in workspaces if w.has_id(tenant_id)]
+        if not workspaces:
+            raise click.ClickException(
+                f"This API key has no access to workspace {tenant_id}. "
+                "Check LANGSMITH_TENANT_ID."
+            )
+    data_plane_urls = {w.data_plane_url for w in workspaces}
+    if len(data_plane_urls) != 1 or None in data_plane_urls:
+        return HostTarget(tenant_id)
+    only_workspace_id = workspaces[0].id if len(workspaces) == 1 else None
+    return HostTarget(only_workspace_id, data_plane_urls.pop())
 
 
 def _call_host_backend_with_optional_tenant(
@@ -2052,7 +2171,7 @@ 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 Deployment is not enabled for this organization. "
+                    "LangSmith Agent Server hosting 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,
@@ -2064,6 +2183,15 @@ 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",
@@ -2077,9 +2205,9 @@ OPT_HOST_DEPLOYMENT_NAME = click.option(
     "--name",
     envvar=_DEPLOYMENT_NAME_ENV,
     help=(
-        "Deployment name. Can also be set via LANGSMITH_DEPLOYMENT_NAME "
+        "Agent Server name. Can also be set via LANGSMITH_DEPLOYMENT_NAME "
         "environment variable or .env file. Defaults to current directory name "
-        "if --deployment-id is not provided."
+        "if --agent-server-id is not provided."
     ),
 )
 
@@ -2207,21 +2335,24 @@ def _deploy_base_options(
             OPT_AGENT_ID,
             OPT_AGENT_ENVIRONMENT,
             click.option(
-                "--deployment-id",
+                "--agent-server-id",
+                "deployment_id",
                 help=(
-                    "ID of an existing deployment to update. If omitted, "
-                    "--name is used to find or create the deployment."
+                    "ID of an existing Agent Server to update. If omitted, "
+                    "--name is used to find or create the Agent Server."
                 ),
             ),
             click.option(
-                "--deployment-type",
+                "--agent-server-type",
+                "deployment_type",
                 type=click.Choice(["serverless", "dedicated", "dev", "prod"]),
-                default="serverless",
-                show_default=True,
+                default=None,
+                show_default=_DEFAULT_AGENT_SERVER_TYPE,
                 help=(
-                    "Deployment type (used when creating a new deployment): "
+                    "Agent Server type (used when creating a new Agent Server): "
                     "serverless (scale to zero) or dedicated (prod); "
-                    "legacy dev and prod are also accepted. "
+                    "legacy dev and prod are also accepted. Defaults to dev on "
+                    "a LangSmith data plane without scale to zero. "
                     "Ignored with --push-to."
                 ),
             ),
@@ -2238,7 +2369,7 @@ def _deploy_base_options(
                 "--tag",
                 "-t",
                 default=None,
-                help="Tag to use for the pushed deployment image. [default: latest]",
+                help="Tag to use for the pushed Agent Server image. [default: latest]",
             ),
             click.option(
                 "--image",
@@ -2271,16 +2402,16 @@ def _deploy_base_options(
             click.option(
                 "--listener-id",
                 help=(
-                    "Listener that will run the deployment, for workspaces that "
+                    "Listener that will run the Agent Server, for workspaces that "
                     "deploy through a listener in your own cluster. Only used when "
-                    "creating a deployment with --push-to or --image-uri."
+                    "creating an Agent Server with --push-to or --image-uri."
                 ),
             ),
             click.option(
                 "--k8s-namespace",
                 help=(
                     "Kubernetes namespace the listener deploys into. Only used when "
-                    "creating a deployment with --push-to or --image-uri."
+                    "creating an Agent Server with --push-to or --image-uri."
                 ),
             ),
             click.option(
@@ -2289,9 +2420,9 @@ def _deploy_base_options(
                 multiple=True,
                 help=(
                     "Name of a Kubernetes secret (type kubernetes.io/"
-                    "dockerconfigjson) in the deployment's namespace to use for "
+                    "dockerconfigjson) in the Agent Server's namespace to use for "
                     "pulling the image from a private registry. Repeat to give "
-                    "more than one. Only used when creating a deployment with "
+                    "more than one. Only used when creating an Agent Server with "
                     "--push-to or --image-uri."
                 ),
             ),
@@ -2358,14 +2489,18 @@ def _deploy_base_options(
 @click.group(
     cls=DeployGroup,
     help=(
-        "[Beta] Build and deploy a LangGraph image to LangSmith Deployment.\n\n"
+        "[Beta] Build and deploy an Agent Server image to LangSmith.\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),
+    context_settings=dict(
+        ignore_unknown_options=True,
+        allow_extra_args=True,
+        token_normalize_func=_normalize_deploy_token,
+    ),
     invoke_without_command=True,  # allow `deploy` click group to execute without command
 )
 @_deploy_base_options(include_docker_args=False, validate_config_path=False)
@@ -2389,7 +2524,11 @@ def deploy(ctx: click.Context, **_: object):
 
 
 @_deploy_base_options()
-@click.command(context_settings=dict(ignore_unknown_options=True))
+@click.command(
+    context_settings=dict(
+        ignore_unknown_options=True, token_normalize_func=_normalize_deploy_token
+    )
+)
 def _deploy_cmd(
     config: pathlib.Path,
     pull: bool,
@@ -2398,7 +2537,7 @@ def _deploy_cmd(
     host_url: str | None,
     api_key: str | None,
     deployment_id: str | None,
-    deployment_type: str,
+    deployment_type: str | None,
     name: str | None,
     agent_id: str | None,
     environment: str | None,
@@ -2439,13 +2578,13 @@ 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 --deployment-id."
+                "--agent-id and --agent-environment cannot be combined with --name or --agent-server-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 a LangSmith Deployment project. To get started, visit "
+            "the root of your LangGraph project. To get started, visit "
             "https://docs.langchain.com/langsmith/deployment-quickstart."
         )
         if json_output:
@@ -2464,14 +2603,14 @@ def _deploy_cmd(
         if no_input:
             name = default_name
         else:
-            name = click.prompt("Deployment name", default=default_name)
+            name = click.prompt("Agent Server 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 deployment name to {env_path}")
+                em.info(f"Saved Agent Server name to {env_path}")
 
     secrets = _secrets_from_env(_env_without_deployment_name(env_vars))
 
@@ -2498,7 +2637,6 @@ def _deploy_cmd(
     outcome = source.run(
         DeployContext(
             client=client,
-            endpoints=client.endpoints,
             spec=BuildSpec(
                 config=config,
                 config_json=config_json,
@@ -2511,9 +2649,7 @@ def _deploy_cmd(
             ),
             verbose=verbose,
             selector=selector,
-            deployment_type={"serverless": "dev_zero", "dedicated": "prod"}.get(
-                deployment_type, deployment_type
-            ),
+            agent_server_type=deployment_type,
             secrets=secrets,
             tracked_packages=tracked_packages,
         )
@@ -2568,7 +2704,7 @@ def _deploy_cmd(
         client,
         outcome.deployment_id,
         last_status,
-        dashboard_label="Deployment dashboard",
+        dashboard_label="Agent Server dashboard",
         status_url=dep_status_url,
     )
 
@@ -2585,16 +2721,16 @@ def _deploy_cmd(
 @click.option(
     "--name-contains",
     default="",
-    help="Only show deployments whose names contain this value.",
+    help="Only show Agent Servers whose names contain this value.",
 )
 @click.option(
     "--json",
     "json_output",
     is_flag=True,
     default=False,
-    help="Print the deployments as a JSON array of {id, name} instead of a table.",
+    help="Print the Agent Servers as a JSON array of {id, name} instead of a table.",
 )
-@deploy.command("list", help="[Beta] List LangSmith Deployments.")
+@deploy.command("list", help="[Beta] List Agent Servers.")
 def deploy_list(
     api_key: str | None,
     host_url: str | None,
@@ -2626,7 +2762,7 @@ def deploy_list(
     if json_output:
         click.echo(json_mod.dumps([deployment.as_json() for deployment in deployments]))
     elif not deployments:
-        click.echo("No deployments found.")
+        click.echo("No Agent Servers found.")
     else:
         click.echo(DEPLOYMENTS_TABLE.render(deployments))
 
@@ -2638,7 +2774,7 @@ def deploy_list(
 
 @OPT_HOST_API_KEY
 @OPT_HOST_URL
-@click.argument("deployment_id", type=click.UUID)
+@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.",
@@ -2651,7 +2787,7 @@ def deploy_list(
         "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 deployment and platform."
+        "Availability depends on the Agent Server and platform."
     ),
 )
 @click.option(
@@ -2661,7 +2797,7 @@ def deploy_list(
     "--raw", is_flag=True, help="Print the original host-backend chart schema."
 )
 @deploy.command(
-    "metrics", help="[Beta] Fetch deployment monitoring time series as compact JSON."
+    "metrics", help="[Beta] Fetch Agent Server monitoring time series as compact JSON."
 )
 def deploy_metrics(
     api_key: str | None,
@@ -2694,20 +2830,19 @@ def deploy_metrics(
         }.items()
         if value is not None
     }
-    if summary:
-        params["summary"] = "true"
     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 and not summary:
+    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=(",", ":")))
 
@@ -2763,7 +2898,7 @@ def deploy_listeners_list(
 
 
 @deploy.group(
-    "revisions", cls=NestedHelpGroup, help="[Beta] Manage deployment revisions."
+    "revisions", cls=NestedHelpGroup, help="[Beta] Manage Agent Server revisions."
 )
 def deploy_revisions() -> None:
     pass
@@ -2778,12 +2913,12 @@ def deploy_revisions() -> None:
     show_default=True,
     help="Maximum number of revisions to return.",
 )
-@click.argument("deployment_id")
+@click.argument("deployment_id", metavar="AGENT_SERVER_ID")
 @deploy_revisions.command(
     "list",
     help=(
-        "[Beta] List revisions for a LangSmith Deployment.\n\n"
-        "Use the `deploy list` command to list deployment IDs."
+        "[Beta] List revisions for an Agent Server.\n\n"
+        "Use the `deploy list` command to list Agent Server IDs."
     ),
 )
 def deploy_revisions_list(
@@ -2795,7 +2930,7 @@ def deploy_revisions_list(
         lambda c: c.list_revisions(deployment_id, limit=limit),
     )
     if not revisions:
-        click.echo(f"No revisions found for deployment {deployment_id}.")
+        click.echo(f"No revisions found for Agent Server {deployment_id}.")
         return
     click.echo(REVISIONS_TABLE.render(_with_replaced_status(revisions)))
 
@@ -2813,12 +2948,12 @@ def deploy_revisions_list(
     default=False,
     help="Delete without prompting for confirmation.",
 )
-@click.argument("deployment_id")
+@click.argument("deployment_id", metavar="AGENT_SERVER_ID")
 @deploy.command(
     "delete",
     help=(
-        "[Beta] Delete a LangSmith Deployment.\n\n"
-        "Use the `deploy list` command to list deployment IDs."
+        "[Beta] Delete an Agent Server.\n\n"
+        "Use the `deploy list` command to list Agent Server IDs."
     ),
 )
 def deploy_delete(
@@ -2827,7 +2962,7 @@ def deploy_delete(
     if not force:
         response = click.prompt(
             click.style(
-                f"Are you sure you want to delete deployment ID {deployment_id}? (Y/n)",
+                f"Are you sure you want to delete Agent Server ID {deployment_id}? (Y/n)",
                 fg="yellow",
             ),
             default="Y",
@@ -2840,7 +2975,7 @@ def deploy_delete(
         client,
         lambda c: c.delete_deployment(deployment_id),
     )
-    click.secho(f"Deleted deployment {deployment_id}.", fg="green")
+    click.secho(f"Deleted Agent Server {deployment_id}.", fg="green")
 
 
 # ---------------------------------------------------------------------------
@@ -2851,8 +2986,9 @@ def deploy_delete(
 @OPT_HOST_API_KEY
 @OPT_HOST_DEPLOYMENT_NAME
 @click.option(
-    "--deployment-id",
-    help="Deployment ID. If omitted, --name is used to find the deployment.",
+    "--agent-server-id",
+    "deployment_id",
+    help="Agent Server ID. If omitted, --name is used to find the Agent Server.",
 )
 @click.option(
     "--type",
@@ -2861,8 +2997,8 @@ def deploy_delete(
     default="deploy",
     show_default=True,
     help=(
-        "Log stream to fetch: 'deploy' shows agent server runtime logs; "
-        "'build' shows build logs (for deployments built remotely)."
+        "Log stream to fetch: 'deploy' shows Agent Server runtime logs; "
+        "'build' shows build logs (for Agent Servers built remotely)."
     ),
 )
 @click.option(
@@ -2907,7 +3043,7 @@ def deploy_delete(
 @deploy.command(
     "logs",
     help=(
-        "[Beta] Fetch LangSmith Deployment logs. Use 'deploy' for agent runtime "
+        "[Beta] Fetch Agent Server logs. Use 'deploy' for Agent Server runtime "
         "logs, or 'build' for remote build logs."
     ),
 )
@@ -2939,14 +3075,14 @@ def deploy_logs(
             client, lambda c: find_deployment_by_name(c, name_to_find)
         )
         if found is None:
-            raise click.ClickException(f"Deployment '{name_to_find}' not found.")
+            raise click.ClickException(f"Agent Server '{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 deployment. Cannot fetch build logs."
+                "No revisions found for this Agent Server. 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

@@ -38,6 +38,7 @@ def compact_deployment_metrics(
     *,
     start_time: str,
     end_time: str,
+    summary: bool = False,
 ) -> dict[str, Any]:
     """Reshape UI charts without mutating the response; step is in seconds."""
     sections = {}
@@ -73,13 +74,14 @@ def compact_deployment_metrics(
                     "max": round(max(values), 3) if values else None,
                     "avg": round(fmean(values), 3) if values else None,
                 }
-                stats["points"] = [
-                    [
-                        _iso(timestamp),
-                        round(value, 3) if value is not None else None,
+                if not summary:
+                    stats["points"] = [
+                        [
+                            _iso(timestamp),
+                            round(value, 3) if value is not None else None,
+                        ]
+                        for timestamp, value in points
                     ]
-                    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}

libs/cli/langgraph_cli/docker.py

@@ -142,29 +142,6 @@ def check_capabilities(runner) -> DockerCapabilities:
     )
 
 
-def debugger_compose(*, port: int | None = None, base_url: str | None = None) -> dict:
-    if port is None:
-        return ""
-
-    config = {
-        "langgraph-debugger": {
-            "image": "langchain/langgraph-debugger",
-            "restart": "on-failure",
-            "depends_on": {
-                "langgraph-postgres": {"condition": "service_healthy"},
-            },
-            "ports": [f'"{port}:3968"'],
-        }
-    }
-
-    if base_url:
-        config["langgraph-debugger"]["environment"] = {
-            "VITE_STUDIO_LOCAL_GRAPH_URL": base_url
-        }
-
-    return config
-
-
 # Function to convert dictionary to YAML
 def dict_to_yaml(d: dict, *, indent: int = 0) -> str:
     """Convert a dictionary to a YAML string."""
@@ -191,13 +168,11 @@ 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 LangGraph API server
+    # Base image to use for the Agent Server
     base_image: str | None = None,
     # API version of the base image
     api_version: str | None = None,
@@ -253,12 +228,6 @@ def compose_as_dict(
         else:
             services["langgraph-postgres"]["healthcheck"]["interval"] = "5s"
 
-    # Add optional debugger service if debugger_port is specified
-    if debugger_port:
-        services["langgraph-debugger"] = debugger_compose(
-            port=debugger_port, base_url=debugger_base_url
-        )["langgraph-debugger"]
-
     # Add langgraph-api service
     api_environment = {
         "REDIS_URI": "redis://langgraph-redis:6379",
@@ -289,7 +258,7 @@ def compose_as_dict(
             "test": "python /api/healthcheck.py",
             "interval": "60s",
             "start_interval": "1s",
-            "start_period": "10s",
+            "start_period": "60s",
         }
 
     # Final compose dictionary with volumes included if needed
@@ -305,8 +274,6 @@ def compose(
     capabilities: DockerCapabilities,
     *,
     port: int,
-    debugger_port: int | None = None,
-    debugger_base_url: str | None = None,
     # postgres://user:password@host:port/database?option=value
     postgres_uri: str | None = None,
     image: str | None = None,
@@ -318,8 +285,6 @@ def compose(
     compose_content = compose_as_dict(
         capabilities,
         port=port,
-        debugger_port=debugger_port,
-        debugger_base_url=debugger_base_url,
         postgres_uri=postgres_uri,
         image=image,
         base_image=base_image,

libs/cli/langgraph_cli/host_backend.py

@@ -2,10 +2,11 @@
 
 from __future__ import annotations
 
-from collections.abc import Mapping
+from collections.abc import Mapping, Sequence
 from dataclasses import dataclass
 from typing import Any, Literal
 from urllib.parse import urlparse
+from uuid import UUID
 
 import click
 import httpx
@@ -16,10 +17,13 @@ CLOUD_DOMAIN = "langchain.com"
 CLOUD_API_HOST = "api.smith.langchain.com"
 CLOUD_CONTROL_PLANE_HOST = "api.host.langchain.com"
 CLOUD_DASHBOARD_HOST = "smith.langchain.com"
+CLOUD_LANGSMITH_API_URL = f"https://{CLOUD_API_HOST}"
 CONTROL_PLANE_PATH = "/api-host"
+INFO_PATH = "/api/v1/info"
 LANGSMITH_API_PATHS = ("/api/v1", "/api")
 LOCAL_HOSTNAMES = ("localhost", "127.0.0.1")
 MAX_PAGE_SIZE = 100
+WORKSPACE_LOOKUP_TIMEOUT_SECONDS = 5
 SourceName = Literal["internal_docker", "internal_source", "external_docker"]
 
 
@@ -27,6 +31,7 @@ SourceName = Literal["internal_docker", "internal_source", "external_docker"]
 class ControlPlaneEndpoints:
     control_plane_url: str
     dashboard_url: str
+    info_url: str | None = None
 
     @classmethod
     def resolve(
@@ -50,22 +55,66 @@ class ControlPlaneEndpoints:
         control_plane_url = url.rstrip("/")
         hostname = urlparse(control_plane_url).hostname or ""
         if control_plane_url.endswith(CONTROL_PLANE_PATH):
-            return cls(control_plane_url, control_plane_url[: -len(CONTROL_PLANE_PATH)])
+            return cls(
+                control_plane_url, control_plane_url.removesuffix(CONTROL_PLANE_PATH)
+            )
         if hostname in LOCAL_HOSTNAMES:
             return cls(control_plane_url, control_plane_url)
         return cls(control_plane_url, _cloud_dashboard_for(hostname))
 
     @classmethod
     def from_langsmith_endpoint(cls, endpoint: str) -> ControlPlaneEndpoints:
-        parsed = urlparse(endpoint.rstrip("/"))
-        hostname = parsed.hostname or ""
+        hostname = urlparse(endpoint).hostname or ""
         if _is_cloud_host(hostname):
             return cls.from_control_plane_url(
                 f"https://{_cloud_control_plane_host_for(hostname)}"
             )
-        root = f"{parsed.scheme}://{parsed.netloc}{_without_api_path(parsed.path)}"
+        root = langsmith_api_url(endpoint)
         return cls(f"{root}{CONTROL_PLANE_PATH}", root)
 
+    @classmethod
+    def on_data_plane(
+        cls, data_plane_url: str, langsmith_endpoint: str | None
+    ) -> ControlPlaneEndpoints:
+        _require_https(data_plane_url)
+        endpoint_is_the_data_plane = (
+            langsmith_endpoint is not None
+            and urlparse(langsmith_endpoint).hostname
+            == urlparse(data_plane_url).hostname
+        )
+        dashboard_url = cls.resolve(
+            None, None if endpoint_is_the_data_plane else langsmith_endpoint
+        ).dashboard_url
+        root = data_plane_url.rstrip("/")
+        return cls(f"{root}{CONTROL_PLANE_PATH}", dashboard_url, f"{root}{INFO_PATH}")
+
+    @classmethod
+    def for_workspace(
+        cls, data_plane_url: str | None, langsmith_endpoint: str | None
+    ) -> ControlPlaneEndpoints:
+        if data_plane_url:
+            return cls.on_data_plane(data_plane_url, langsmith_endpoint)
+        return cls.resolve(None, langsmith_endpoint)
+
+
+def _require_https(url: str) -> None:
+    parsed = urlparse(url)
+    if parsed.scheme == "https" or (
+        parsed.scheme == "http" and parsed.hostname in LOCAL_HOSTNAMES
+    ):
+        return
+    raise click.ClickException(
+        f"Refusing to send your API key to the data plane at {url}: "
+        "data plane URLs must use https."
+    )
+
+
+def langsmith_api_url(langsmith_endpoint: str | None) -> str:
+    if not langsmith_endpoint:
+        return CLOUD_LANGSMITH_API_URL
+    parsed = urlparse(langsmith_endpoint.rstrip("/"))
+    return f"{parsed.scheme}://{parsed.netloc}{_without_api_path(parsed.path)}"
+
 
 def _is_cloud_host(hostname: str) -> bool:
     return hostname == CLOUD_DOMAIN or hostname.endswith(f".{CLOUD_DOMAIN}")
@@ -124,45 +173,80 @@ def _error_detail(response: httpx.Response) -> str | None:
     return detail if isinstance(detail, str) else None
 
 
-class HostBackendClient:
-    """Minimal JSON HTTP client for the host backend deployment service."""
+@dataclass(frozen=True, slots=True)
+class Workspace:
+    id: str
+    data_plane_url: str | None
 
+    @classmethod
+    def from_api(cls, workspace: dict[str, Any]) -> Workspace:
+        data_plane_url = (workspace.get("data_plane_url") or "").rstrip("/")
+        return cls(workspace["id"], data_plane_url or None)
+
+    def has_id(self, workspace_id: str) -> bool:
+        return _as_uuid(self.id) == _as_uuid(workspace_id)
+
+
+def _as_uuid(workspace_id: str) -> UUID | str:
+    try:
+        return UUID(workspace_id)
+    except ValueError:
+        return workspace_id
+
+
+@dataclass(frozen=True, slots=True)
+class WorkspaceRouter:
+    workspaces: Sequence[Workspace]
+    langsmith_endpoint: str | None
+
+    def endpoints_for(self, workspace_id: str) -> ControlPlaneEndpoints | None:
+        workspace = next((w for w in self.workspaces if w.has_id(workspace_id)), None)
+        if workspace is None:
+            return None
+        return ControlPlaneEndpoints.for_workspace(
+            workspace.data_plane_url, self.langsmith_endpoint
+        )
+
+
+@dataclass(frozen=True, slots=True)
+class InstanceFlags:
+    scale_to_zero: bool
+    dedicated: bool
+    cli_builds: bool
+
+    @classmethod
+    def from_info(cls, info: object) -> InstanceFlags:
+        flags = info.get("instance_flags") if isinstance(info, dict) else None
+        if not isinstance(flags, dict):
+            flags = {}
+        return cls(
+            scale_to_zero=flags.get("deployments_scale_to_zero_supported") is True,
+            dedicated=flags.get("deployments_dedicated_supported") is True,
+            cli_builds=flags.get("deployments_cli_builds_supported") is True,
+        )
+
+
+def _api_key_headers(api_key: str) -> dict[str, str]:
+    return {"X-Api-Key": api_key, "Accept": "application/json"}
+
+
+class _JsonClient:
     def __init__(
         self,
         base_url: str,
-        api_key: str,
-        tenant_id: str | None = None,
+        headers: dict[str, str],
+        transport: httpx.BaseTransport | None,
         *,
-        transport: httpx.BaseTransport | None = None,
+        timeout: float = 30,
+        retries: int = 3,
     ):
-        if not base_url:
-            raise click.UsageError("Host backend URL is required")
-        headers: dict[str, str] = {
-            "X-Api-Key": api_key,
-            "Accept": "application/json",
-        }
-        if tenant_id:
-            headers["X-Tenant-ID"] = tenant_id
-        self._endpoints = ControlPlaneEndpoints.from_control_plane_url(base_url)
-        self._base_url = self._endpoints.control_plane_url
         self._client = httpx.Client(
-            base_url=self._base_url,
+            base_url=base_url,
             headers=headers,
-            transport=transport or httpx.HTTPTransport(retries=3),
-            timeout=30,
+            transport=transport or httpx.HTTPTransport(retries=retries),
+            timeout=timeout,
         )
 
-    @property
-    def base_url(self) -> str:
-        return self._base_url
-
-    @property
-    def endpoints(self) -> ControlPlaneEndpoints:
-        return self._endpoints
-
-    def set_tenant(self, tenant_id: str) -> None:
-        self._client.headers["X-Tenant-ID"] = tenant_id
-
     def _request(
         self,
         method: str,
@@ -193,6 +277,82 @@ class HostBackendClient:
                 f"Failed to decode response from {path}: {err}"
             ) from None
 
+
+class LangSmithApiClient(_JsonClient):
+    def __init__(
+        self,
+        api_url: str,
+        api_key: str,
+        *,
+        transport: httpx.BaseTransport | None = None,
+    ):
+        super().__init__(
+            api_url.rstrip("/"),
+            _api_key_headers(api_key),
+            transport,
+            timeout=WORKSPACE_LOOKUP_TIMEOUT_SECONDS,
+            retries=0,
+        )
+
+    def list_workspaces(self) -> list[Workspace]:
+        workspaces = self._request("GET", "/api/v1/workspaces")
+        if not isinstance(workspaces, list):
+            return []
+        return [
+            Workspace.from_api(workspace)
+            for workspace in workspaces
+            if isinstance(workspace, dict)
+            and isinstance(workspace.get("id"), str)
+            and not workspace.get("is_deleted")
+        ]
+
+
+class HostBackendClient(_JsonClient):
+    """Minimal JSON HTTP client for the host backend deployment service."""
+
+    def __init__(
+        self,
+        control_plane: str | ControlPlaneEndpoints,
+        api_key: str,
+        tenant_id: str | None = None,
+        *,
+        router: WorkspaceRouter | None = None,
+        transport: httpx.BaseTransport | None = None,
+    ):
+        if not control_plane:
+            raise click.UsageError("Host backend URL is required")
+        headers = _api_key_headers(api_key)
+        if tenant_id:
+            headers["X-Tenant-ID"] = tenant_id
+        self._endpoints = (
+            control_plane
+            if isinstance(control_plane, ControlPlaneEndpoints)
+            else ControlPlaneEndpoints.from_control_plane_url(control_plane)
+        )
+        self._router = router or WorkspaceRouter((), None)
+        super().__init__(self._endpoints.control_plane_url, headers, transport)
+
+    @property
+    def base_url(self) -> str:
+        return self._endpoints.control_plane_url
+
+    @property
+    def endpoints(self) -> ControlPlaneEndpoints:
+        return self._endpoints
+
+    def set_tenant(self, tenant_id: str) -> None:
+        endpoints = self._router.endpoints_for(tenant_id)
+        if endpoints is not None:
+            self._endpoints = endpoints
+            self._client.base_url = endpoints.control_plane_url
+        self._client.headers["X-Tenant-ID"] = tenant_id
+
+    def instance_flags(self) -> InstanceFlags | None:
+        """Data plane capabilities, or None when the host backend is not on one."""
+        if self._endpoints.info_url is None:
+            return None
+        return InstanceFlags.from_info(self._request("GET", self._endpoints.info_url))
+
     def create_deployment(
         self,
         *,

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 deployment's workspace. If `True`, all requests will go through your custom
+    value is a valid API key for the Agent Server'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 deployment's routes and endpoints."""
+    """Configuration for the built-in HTTP server that powers your Agent Server'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 deployment as an MCP server.
+    """Optional. If `True`, /mcp routes are removed, disabling default support to expose the Agent Server as an MCP server.
 
     Default is False.
     """
     disable_a2a: bool
-    """Optional. If `True`, /a2a routes are removed, disabling default support to expose the deployment as an agent-to-agent (A2A) server.
+    """Optional. If `True`, /a2a routes are removed, disabling default support to expose the Agent Server 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 deployment to function properly.
+    Must be at least 3.11 or greater for this Agent Server to function properly.
     """
 
     node_version: str | None
-    """Optional. Node.js version as a major version (e.g. '20'), if your deployment needs Node.
+    """Optional. Node.js version as a major version (e.g. '20'), if your Agent Server needs Node.
     Must be >= 20 if provided.
     """
 
     api_version: str | None
-    """Optional. Which semantic version of the LangGraph API server to use.
+    """Optional. Which semantic version of the Agent 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 LangGraph API server.
+    """Optional. Base image to use for the Agent 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 deployment.
+    """Optional. Environment variables to set for your Agent Server.
 
     - 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 deployment 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 Agent Server to function properly.\n",
               "enum": [
                 "3.11",
                 "3.12",
@@ -50,7 +50,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+              "description": "Optional. Which semantic version of the Agent 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 LangGraph API server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
+              "description": "Optional. Base image to use for the Agent 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 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"
+              "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"
             },
             "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 deployment 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 Agent Server to function properly.\n",
               "enum": [
                 "3.11",
                 "3.12",
@@ -303,7 +303,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+              "description": "Optional. Which semantic version of the Agent 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 LangGraph API server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
+              "description": "Optional. Base image to use for the Agent 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 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"
+              "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"
             },
             "graphs": {
               "type": "object",
@@ -520,7 +520,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Node.js version as a major version (e.g. '20'), if your deployment needs Node.\nMust be >= 20 if provided.\n"
+              "description": "Optional. Node.js version as a major version (e.g. '20'), if your Agent Server 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 LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+              "description": "Optional. Which semantic version of the Agent 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 LangGraph API server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
+              "description": "Optional. Base image to use for the Agent 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 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"
+              "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"
             },
             "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 deployment'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 Agent Server'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 deployment's routes and endpoints.",
+      "description": "Configuration for the built-in HTTP server that powers your Agent Server'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 deployment 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 Agent Server 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 deployment as an MCP server.\n\nDefault is False.\n"
+          "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"
         },
         "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 deployment 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 Agent Server to function properly.\n",
               "enum": [
                 "3.11",
                 "3.12",
@@ -50,7 +50,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+              "description": "Optional. Which semantic version of the Agent 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 LangGraph API server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
+              "description": "Optional. Base image to use for the Agent 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 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"
+              "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"
             },
             "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 deployment 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 Agent Server to function properly.\n",
               "enum": [
                 "3.11",
                 "3.12",
@@ -303,7 +303,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+              "description": "Optional. Which semantic version of the Agent 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 LangGraph API server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
+              "description": "Optional. Base image to use for the Agent 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 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"
+              "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"
             },
             "graphs": {
               "type": "object",
@@ -520,7 +520,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Node.js version as a major version (e.g. '20'), if your deployment needs Node.\nMust be >= 20 if provided.\n"
+              "description": "Optional. Node.js version as a major version (e.g. '20'), if your Agent Server 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 LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+              "description": "Optional. Which semantic version of the Agent 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 LangGraph API server.\n\nDefaults to langchain/langgraph-api or langchain/langgraphjs-api.\n"
+              "description": "Optional. Base image to use for the Agent 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 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"
+              "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"
             },
             "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 deployment'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 Agent Server'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 deployment's routes and endpoints.",
+      "description": "Configuration for the built-in HTTP server that powers your Agent Server'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 deployment 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 Agent Server 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 deployment as an MCP server.\n\nDefault is False.\n"
+          "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"
         },
         "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": "LangGraph Platform configuration (when building via the langgraph-cli).",
+  "title": "Agent Server configuration (when building via the langgraph-cli).",
   "type": "object",
   "oneOf": [
     {

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

@@ -10,10 +10,11 @@ from pathlib import Path
 from unittest.mock import MagicMock
 
 import click
+import pytest
 from click.testing import CliRunner
 
 import langgraph_cli.deploy as deploy_module
-from langgraph_cli.cli import cli, prepare_args_and_stdin
+from langgraph_cli.cli import _studio_link, cli, prepare_args_and_stdin
 from langgraph_cli.config import Config, _get_pip_cleanup_lines, validate_config
 from langgraph_cli.docker import DEFAULT_POSTGRES_URI, DockerCapabilities, Version
 from langgraph_cli.host_backend import HostBackendError
@@ -59,8 +60,6 @@ def test_prepare_args_and_stdin() -> None:
         Config(dependencies=[".", "../../.."], graphs={"agent": "agent.py:graph"})
     )
     port = 8000
-    debugger_port = 8001
-    debugger_graph_url = f"http://127.0.0.1:{port}"
 
     actual_args, actual_stdin = prepare_args_and_stdin(
         capabilities=DEFAULT_DOCKER_CAPABILITIES,
@@ -68,8 +67,6 @@ def test_prepare_args_and_stdin() -> None:
         config=config,
         docker_compose=pathlib.Path("custom-docker-compose.yml"),
         port=port,
-        debugger_port=debugger_port,
-        debugger_base_url=debugger_graph_url,
         watch=True,
     )
 
@@ -113,16 +110,6 @@ services:
             retries: 5
             interval: 60s
             start_interval: 1s
-    langgraph-debugger:
-        image: langchain/langgraph-debugger
-        restart: on-failure
-        depends_on:
-            langgraph-postgres:
-                condition: service_healthy
-        ports:
-            - "{debugger_port}:3968"
-        environment:
-            VITE_STUDIO_LOCAL_GRAPH_URL: {debugger_graph_url}
     langgraph-api:
         ports:
             - "8000:8000"
@@ -138,7 +125,7 @@ services:
             test: python /api/healthcheck.py
             interval: 60s
             start_interval: 1s
-            start_period: 10s
+            start_period: 60s
         
         pull_policy: build
         build:
@@ -181,8 +168,6 @@ def test_prepare_args_and_stdin_with_image() -> None:
         Config(dependencies=[".", "../../.."], graphs={"agent": "agent.py:graph"})
     )
     port = 8000
-    debugger_port = 8001
-    debugger_graph_url = f"http://127.0.0.1:{port}"
 
     actual_args, actual_stdin = prepare_args_and_stdin(
         capabilities=DEFAULT_DOCKER_CAPABILITIES,
@@ -190,8 +175,6 @@ def test_prepare_args_and_stdin_with_image() -> None:
         config=config,
         docker_compose=pathlib.Path("custom-docker-compose.yml"),
         port=port,
-        debugger_port=debugger_port,
-        debugger_base_url=debugger_graph_url,
         watch=True,
         image="my-cool-image",
     )
@@ -236,16 +219,6 @@ services:
             retries: 5
             interval: 60s
             start_interval: 1s
-    langgraph-debugger:
-        image: langchain/langgraph-debugger
-        restart: on-failure
-        depends_on:
-            langgraph-postgres:
-                condition: service_healthy
-        ports:
-            - "{debugger_port}:3968"
-        environment:
-            VITE_STUDIO_LOCAL_GRAPH_URL: {debugger_graph_url}
     langgraph-api:
         ports:
             - "8000:8000"
@@ -262,7 +235,7 @@ services:
             test: python /api/healthcheck.py
             interval: 60s
             start_interval: 1s
-            start_period: 10s
+            start_period: 60s
         
         
         develop:
@@ -292,6 +265,82 @@ def test_version_option() -> None:
     )
 
 
+def test_up_help_shows_hosted_studio_options() -> None:
+    result = CliRunner().invoke(cli, ["up", "--help"])
+
+    assert result.exit_code == 0, result.output
+    assert "--studio-url" in result.output
+    assert "--api-url" in result.output
+    assert "--debugger-port" not in result.output
+    assert "--debugger-base-url" not in result.output
+
+
+def test_studio_link_defaults_to_hosted_studio() -> None:
+    assert _studio_link(
+        port=8123,
+        studio_url=None,
+        api_url=None,
+        debugger_base_url=None,
+    ) == ("https://smith.langchain.com/studio/?baseUrl=http%3A%2F%2F127.0.0.1%3A8123")
+
+
+def test_studio_link_supports_self_hosted_and_remote_urls() -> None:
+    assert _studio_link(
+        port=8123,
+        studio_url="https://langsmith.example.com/prefix/",
+        api_url="https://api.example.com/graph?tenant=a&region=eu",
+        debugger_base_url=None,
+    ) == (
+        "https://langsmith.example.com/prefix/studio/"
+        "?baseUrl=https%3A%2F%2Fapi.example.com%2Fgraph%3Ftenant%3Da%26region%3Deu"
+    )
+
+
+def test_studio_link_supports_deprecated_debugger_base_url(capsys) -> None:
+    assert _studio_link(
+        port=8123,
+        studio_url=None,
+        api_url=None,
+        debugger_base_url="https://api.example.com",
+    ).endswith("?baseUrl=https%3A%2F%2Fapi.example.com")
+    assert "--debugger-base-url is deprecated; use --api-url" in capsys.readouterr().err
+
+
+@pytest.mark.parametrize(
+    ("studio_url", "api_url"),
+    [
+        ("javascript:alert(1)", None),
+        ("https://user:password@example.com", None),
+        ("https://smith.langchain.com?workspace=test", None),
+        (None, "file:///tmp/langgraph.sock"),
+        (None, "https://user:password@example.com"),
+    ],
+)
+def test_studio_link_rejects_unsafe_urls(
+    studio_url: str | None, api_url: str | None
+) -> None:
+    with pytest.raises(click.UsageError):
+        _studio_link(
+            port=8123,
+            studio_url=studio_url,
+            api_url=api_url,
+            debugger_base_url=None,
+        )
+
+
+def test_studio_link_rejects_conflicting_api_url_aliases() -> None:
+    with pytest.raises(
+        click.UsageError,
+        match="cannot specify different URLs",
+    ):
+        _studio_link(
+            port=8123,
+            studio_url=None,
+            api_url="https://api.example.com",
+            debugger_base_url="https://other.example.com",
+        )
+
+
 def test_top_level_help_shows_deploy_subcommands() -> None:
     runner = CliRunner()
 
@@ -303,7 +352,7 @@ 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 LangSmith Deployments." in result.output
+    assert "[Beta] List Agent Servers." in result.output
 
 
 def test_top_level_help_truncates_command_descriptions_to_single_line() -> None:
@@ -320,7 +369,7 @@ 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 LangSmith Deployments." in deploy_list_line
+    assert "[Beta] List Agent Servers." in deploy_list_line
 
 
 def test_deploy_missing_config_shows_actionable_error(tmp_path, monkeypatch) -> None:
@@ -447,9 +496,9 @@ def test_deploy_list_command(monkeypatch) -> None:
         "tenant_id": "",
         "name_contains": "alp",
     }
-    assert "Deployment ID" in result.output
-    assert "Deployment Name" in result.output
-    assert "Deployment URL" in result.output
+    assert "Agent Server ID" in result.output
+    assert "Agent Server Name" in result.output
+    assert "Agent Server URL" in result.output
     assert "dep-123" in result.output
     assert "https://beta.example.com" in result.output
 
@@ -479,7 +528,7 @@ def test_deploy_list_command_no_results(monkeypatch) -> None:
     )
 
     assert result.exit_code == 0, result.output
-    assert result.output.strip() == "No deployments found."
+    assert result.output.strip() == "No Agent Servers found."
 
 
 def test_deploy_list_prints_an_aligned_table(monkeypatch) -> None:
@@ -513,10 +562,10 @@ def test_deploy_list_prints_an_aligned_table(monkeypatch) -> None:
 
     assert result.exit_code == 0, result.output
     assert result.output.splitlines() == [
-        "Deployment ID  Deployment Name  Deployment URL           ",
-        "-------------  ---------------  -------------------------",
-        "dep-123        alpha            https://alpha.example.com",
-        "dep-4567       beta-agent       -                        ",
+        "Agent Server ID  Agent Server Name  Agent Server URL         ",
+        "---------------  -----------------  -------------------------",
+        "dep-123          alpha              https://alpha.example.com",
+        "dep-4567         beta-agent         -                        ",
     ]
 
 
@@ -600,7 +649,7 @@ 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 "deployment without an id" in result.output
+    assert "Agent Server without an id" in result.output
 
 
 def test_deploy_list_json_keeps_the_agent_note_off_stdout(monkeypatch) -> None:
@@ -1012,7 +1061,7 @@ 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 deployment dep-123."
+    assert result.output.strip() == "No revisions found for Agent Server dep-123."
 
 
 def test_deploy_revisions_list_marks_older_deployed_revisions_as_replaced(
@@ -1096,7 +1145,7 @@ 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 deployment dep-123."
+    assert result.output.strip() == "No revisions found for Agent Server dep-123."
 
 
 def test_deploy_revisions_list_missing_deployment_id_shows_usage() -> None:
@@ -1105,7 +1154,7 @@ 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 'DEPLOYMENT_ID'" in result.output
+    assert "Missing argument 'AGENT_SERVER_ID'" in result.output
 
 
 def test_deploy_delete_command(monkeypatch) -> None:
@@ -1146,10 +1195,10 @@ def test_deploy_delete_command(monkeypatch) -> None:
         "deployment_id": "dep-123",
     }
     assert (
-        "Are you sure you want to delete deployment ID dep-123? (Y/n):"
+        "Are you sure you want to delete Agent Server ID dep-123? (Y/n):"
         in click.unstyle(result.output)
     )
-    assert result.output.strip().endswith("Deleted deployment dep-123.")
+    assert result.output.strip().endswith("Deleted Agent Server dep-123.")
 
 
 def test_deploy_delete_command_cancelled(monkeypatch) -> None:
@@ -1217,14 +1266,16 @@ def test_deploy_delete_command_force(monkeypatch) -> None:
     )
 
     assert result.exit_code == 0, result.output
-    assert "Are you sure you want to delete deployment ID dep-123?" not in result.output
+    assert (
+        "Are you sure you want to delete Agent Server 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 deployment dep-123."
+    assert result.output.strip() == "Deleted Agent Server dep-123."
 
 
 def test_dockerfile_command_basic() -> None:

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

@@ -4,6 +4,7 @@ import uuid
 from collections.abc import Callable, Iterator
 from contextlib import contextmanager
 from dataclasses import dataclass, field
+from functools import partial
 from pathlib import Path
 
 import click.exceptions
@@ -14,7 +15,11 @@ from click.testing import CliRunner, Result
 import langgraph_cli.archive as archive_module
 import langgraph_cli.deploy as deploy_module
 from langgraph_cli.cli import cli
-from langgraph_cli.host_backend import HostBackendClient
+from langgraph_cli.host_backend import (
+    CONTROL_PLANE_PATH,
+    HostBackendClient,
+    LangSmithApiClient,
+)
 from langgraph_cli.image_reference import ImageReference
 
 CONTROL_PLANE_URL = "https://control-plane.example.com"
@@ -61,6 +66,17 @@ LISTENER_REQUIRED = (
     "Source configuration error: 'source_config.listener_id' is required "
     f"for workspace with available listener IDs: ['{LISTENER_ID}']"
 )
+DATA_PLANE_URL = "https://langsmith.customer.example"
+WORKSPACE_ID = "workspace-1"
+BYOC_WORKSPACE = {"id": WORKSPACE_ID, "data_plane_url": DATA_PLANE_URL}
+SAAS_WORKSPACE = {"id": "saas-workspace", "data_plane_url": None}
+SCALE_TO_ZERO = "deployments_scale_to_zero_supported"
+DEDICATED = "deployments_dedicated_supported"
+CLI_BUILDS = "deployments_cli_builds_supported"
+BYOC_FLAGS = {CLI_BUILDS: True, SCALE_TO_ZERO: True, DEDICATED: True}
+REVISION_ID = "rev-1"
+DISCOVER_WORKSPACES = "GET /api/v1/workspaces"
+DATA_PLANE_INFO = "GET /api/v1/info"
 LIST_DEPLOYMENTS = "GET /v2/deployments"
 LIST_LISTENERS = "GET /v2/listeners"
 CREATE_DEPLOYMENT = "POST /v2/deployments"
@@ -98,19 +114,45 @@ class ControlPlaneDouble:
     push_token_extra: dict = field(default_factory=dict)
     upload_url_extra: dict = field(default_factory=dict)
     create_error: str | None = None
+    create_status: int = 400
     listeners: list[dict] = field(default_factory=list)
     listeners_by_id: dict[str, dict] = field(default_factory=dict)
+    workspaces: list[dict] = field(default_factory=list)
+    workspaces_status: int = 200
+    requires_workspace: bool = False
+    instance_flags: dict[str, bool] = field(default_factory=dict)
     bodies: dict[str, dict] = field(default_factory=dict)
+    requests: list[httpx.Request] = field(default_factory=list)
 
     def handle(self, request: httpx.Request) -> httpx.Response:
-        route = f"{request.method} {request.url.path}"
+        route = f"{request.method} {self._path(request)}"
         self.timeline.append(route)
+        self.requests.append(request)
         if request.content:
             self.bodies[route] = json.loads(request.content)
         return self._respond(request)
 
+    def host_backend_requests(self) -> list[httpx.Request]:
+        return [r for r in self.requests if not r.url.path.startswith("/api/v1/")]
+
+    @staticmethod
+    def _path(request: httpx.Request) -> str:
+        return request.url.path.removeprefix(CONTROL_PLANE_PATH)
+
     def _respond(self, request: httpx.Request) -> httpx.Response:
-        method, path = request.method, request.url.path
+        method, path = request.method, self._path(request)
+        if (method, path) == ("GET", "/api/v1/workspaces"):
+            return httpx.Response(self.workspaces_status, json=self.workspaces)
+        if (method, path) == ("GET", "/api/v1/info"):
+            return httpx.Response(200, json={"instance_flags": self.instance_flags})
+        if self.requires_workspace and "X-Tenant-ID" not in request.headers:
+            return httpx.Response(
+                403, json={"detail": "This API key requires workspace specification"}
+            )
+        if path.endswith("/revisions"):
+            return httpx.Response(200, json={"resources": [{"id": REVISION_ID}]})
+        if path.endswith("/build_logs"):
+            return httpx.Response(200, json={"logs": []})
         if (method, path) == ("GET", "/v2/listeners"):
             offset = int(request.url.params.get("offset", 0))
             limit = int(request.url.params.get("limit", 20))
@@ -149,7 +191,9 @@ class ControlPlaneDouble:
             )
         if (method, path) == ("POST", "/v2/deployments"):
             if self.create_error is not None:
-                return httpx.Response(400, json={"detail": self.create_error})
+                return httpx.Response(
+                    self.create_status, json={"detail": self.create_error}
+                )
             return httpx.Response(201, json={"id": CREATED_ID, "tenant_id": "tenant-1"})
         if path.endswith("/push-token"):
             if self.push_token_status != 200:
@@ -183,15 +227,14 @@ class ControlPlaneDouble:
             )
         raise AssertionError(f"unexpected control plane call: {method} {path}")
 
-    def client_factory(self) -> Callable[..., HostBackendClient]:
+    def install(self, monkeypatch: pytest.MonkeyPatch) -> None:
         transport = httpx.MockTransport(self.handle)
-
-        def make(
-            host_url: str, api_key: str, tenant_id: str | None = None
-        ) -> HostBackendClient:
-            return HostBackendClient(host_url, api_key, tenant_id, transport=transport)
-
-        return make
+        for client_class in (HostBackendClient, LangSmithApiClient):
+            monkeypatch.setattr(
+                deploy_module,
+                client_class.__name__,
+                partial(client_class, transport=transport),
+            )
 
 
 @dataclass
@@ -288,15 +331,15 @@ class DeployProject:
     timeline: list[str]
     uploads: list[tuple[str, str, int, dict[str, str] | None]]
 
-    def run(self, *args: str, host_url: str = CONTROL_PLANE_URL) -> Result:
+    def run(self, *args: str, host_url: str | None = CONTROL_PLANE_URL) -> Result:
+        host_args = ("--host-url", host_url) if host_url else ()
         return CliRunner().invoke(
             cli,
             [
                 "deploy",
                 "--api-key",
                 "test-key",
-                "--host-url",
-                host_url,
+                *host_args,
                 "--name",
                 "my-app",
                 "--no-input",
@@ -341,9 +384,7 @@ def deploy_project(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> DeployPro
 
     monkeypatch.setattr(deploy_module, "_no_input", False)
     monkeypatch.setattr(deploy_module, "_emitter", None)
-    monkeypatch.setattr(
-        deploy_module, "HostBackendClient", control_plane.client_factory()
-    )
+    control_plane.install(monkeypatch)
     monkeypatch.setattr(deploy_module, "build_docker_image", docker.build_docker_image)
     monkeypatch.setattr(deploy_module, "subp_exec", docker.subp_exec)
     monkeypatch.setattr(deploy_module, "Runner", _fake_runner)
@@ -359,6 +400,68 @@ 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"),
@@ -376,7 +479,7 @@ 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 --deployment-type dev instead." in result.output) is expects_dev_hint
+    assert ("Use --agent-server-type dev instead." in result.output) is expects_dev_hint
     assert deploy_project.control_plane.bodies[CREATE_DEPLOYMENT]["source_config"] == {
         "deployment_type": "dev_zero"
     }
@@ -415,7 +518,7 @@ def test_first_local_deploy_creates_then_builds_pushes_and_updates_in_order(
         "docker inspect-digest",
         _patch(CREATED_ID),
     ]
-    assert "Deployment updated" in result.output
+    assert "Agent Server updated" in result.output
 
 
 @pytest.mark.parametrize(
@@ -428,10 +531,15 @@ 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
+    deploy_project: DeployProject,
+    deployment_type: str,
+    wire_type: str,
+    build_mode: str,
+    option: str,
 ) -> None:
-    result = deploy_project.run(build_mode, "--deployment-type", deployment_type)
+    result = deploy_project.run(build_mode, option, deployment_type)
 
     assert result.exit_code == 0, result.output
     assert deploy_project.control_plane.bodies[CREATE_DEPLOYMENT]["source_config"] == {
@@ -770,7 +878,7 @@ def test_push_to_builds_pushes_then_creates_an_external_deployment(
         "source_revision_config": {"image_uri": EXTERNAL_DIGEST},
         "secrets": [],
     }
-    assert "Deployment created" in result.output
+    assert "Agent Server created" in result.output
 
 
 def test_push_to_builds_directly_with_the_push_reference(
@@ -873,16 +981,17 @@ 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,
+    deploy_project: DeployProject, option: str, equals: bool
 ) -> None:
     deploy_project.control_plane.existing_deployments = [
         {"id": "dep-ext", "name": "another-name", "source": "external_docker"}
     ]
 
-    result = deploy_project.run(
-        "--deployment-id", "dep-ext", "--push-to", PUSH_REPOSITORY
-    )
+    id_args = [f"{option}=dep-ext"] if equals else [option, "dep-ext"]
+    result = deploy_project.run(*id_args, "--push-to", PUSH_REPOSITORY)
 
     assert result.exit_code == 0, result.output
     assert deploy_project.timeline == [
@@ -1159,7 +1268,7 @@ 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 a deployment with --push-to" in result.output
+    assert "only apply when creating an Agent Server with --push-to" in result.output
     assert deploy_project.timeline == []
 
 
@@ -1241,7 +1350,7 @@ def test_listener_flags_are_refused_for_a_deployment_id_without_any_call(
     )
 
     assert result.exit_code != 0
-    assert "fixed when a deployment is created" in result.output
+    assert "fixed when an Agent Server is created" in result.output
     assert deploy_project.timeline == []
 
 
@@ -1262,7 +1371,7 @@ def test_listener_flags_are_refused_on_an_existing_deployment(
     )
 
     assert result.exit_code != 0
-    assert "fixed when a deployment is created" in result.output
+    assert "fixed when an Agent Server is created" in result.output
     assert deploy_project.docker.verbs() == []
 
 
@@ -1510,3 +1619,414 @@ def test_a_listener_id_that_is_not_an_identifier_still_names_the_real_ones(
     assert "was not found" in result.output
     assert LISTENER_ID in result.output
     assert "uuid_parsing" not in result.output
+
+
+@pytest.fixture
+def byoc_project(deploy_project: DeployProject) -> DeployProject:
+    deploy_project.control_plane.workspaces = [BYOC_WORKSPACE]
+    deploy_project.control_plane.instance_flags = dict(BYOC_FLAGS)
+    return deploy_project
+
+
+@pytest.mark.parametrize("build_mode", ["--no-remote", "--remote"])
+def test_byoc_deploy_runs_on_the_discovered_data_plane_and_workspace(
+    byoc_project: DeployProject, build_mode: str
+) -> None:
+    result = byoc_project.run(build_mode, host_url=None)
+
+    assert result.exit_code == 0, result.output
+    assert byoc_project.timeline[:4] == [
+        DISCOVER_WORKSPACES,
+        LIST_DEPLOYMENTS,
+        DATA_PLANE_INFO,
+        CREATE_DEPLOYMENT,
+    ]
+    host_backend_requests = byoc_project.control_plane.host_backend_requests()
+    assert host_backend_requests
+    assert all(
+        str(r.url).startswith(f"{DATA_PLANE_URL}/api-host/v2/")
+        and r.headers["X-Tenant-ID"] == WORKSPACE_ID
+        for r in host_backend_requests
+    )
+
+
+@pytest.mark.parametrize(
+    "langsmith_endpoint",
+    [
+        pytest.param(None, id="default_endpoint"),
+        pytest.param(DATA_PLANE_URL, id="endpoint_is_the_data_plane"),
+    ],
+)
+def test_byoc_status_link_points_at_langsmith_not_the_data_plane(
+    byoc_project: DeployProject,
+    monkeypatch: pytest.MonkeyPatch,
+    langsmith_endpoint: str | None,
+) -> None:
+    if langsmith_endpoint:
+        monkeypatch.setenv("LANGSMITH_ENDPOINT", langsmith_endpoint)
+
+    result = byoc_project.run("--no-remote", host_url=None)
+
+    assert (
+        "View status: https://smith.langchain.com/o/tenant-1/host/deployments/dep-created"
+        in result.output
+    )
+
+
+@pytest.mark.parametrize(
+    ("instance_flags", "type_args", "source_config"),
+    [
+        pytest.param(
+            BYOC_FLAGS,
+            [],
+            {"resource_spec": {}, "deployment_type": "dev_zero"},
+            id="default_is_serverless_with_scale_to_zero",
+        ),
+        pytest.param(
+            {CLI_BUILDS: True},
+            [],
+            {"resource_spec": {}},
+            id="default_is_dev_without_scale_to_zero",
+        ),
+        pytest.param(
+            BYOC_FLAGS,
+            ["--agent-server-type", "dev"],
+            {"resource_spec": {}},
+            id="dev",
+        ),
+        pytest.param(
+            BYOC_FLAGS,
+            ["--agent-server-type", "dedicated"],
+            {"resource_spec": None, "deployment_type": "prod"},
+            id="dedicated",
+        ),
+        pytest.param(
+            BYOC_FLAGS,
+            ["--agent-server-type", "prod"],
+            {"resource_spec": None, "deployment_type": "prod"},
+            id="legacy_prod_is_dedicated",
+        ),
+    ],
+)
+@pytest.mark.parametrize("build_mode", ["--no-remote", "--remote"])
+def test_byoc_create_sizes_the_agent_server_by_resource_spec(
+    byoc_project: DeployProject,
+    build_mode: str,
+    instance_flags: dict[str, bool],
+    type_args: list[str],
+    source_config: dict,
+) -> None:
+    byoc_project.control_plane.instance_flags = instance_flags
+
+    result = byoc_project.run(build_mode, *type_args, host_url=None)
+
+    assert result.exit_code == 0, result.output
+    assert (
+        byoc_project.control_plane.bodies[CREATE_DEPLOYMENT]["source_config"]
+        == source_config
+    )
+
+
+@pytest.mark.parametrize(
+    ("instance_flags", "type_args", "expected"),
+    [
+        pytest.param(
+            {CLI_BUILDS: True},
+            ["--agent-server-type", "serverless"],
+            "does not support serverless (scale to zero) Agent Servers",
+            id="serverless_without_scale_to_zero",
+        ),
+        pytest.param(
+            {CLI_BUILDS: True},
+            ["--agent-server-type", "dedicated"],
+            "does not support dedicated Agent Servers",
+            id="dedicated_without_dedicated",
+        ),
+        pytest.param(
+            {CLI_BUILDS: True},
+            ["--agent-server-type", "prod"],
+            "does not support dedicated Agent Servers",
+            id="prod_without_dedicated",
+        ),
+        pytest.param(
+            {SCALE_TO_ZERO: True, DEDICATED: True},
+            [],
+            "--push-to <registry>/<repository>",
+            id="no_cli_builds",
+        ),
+    ],
+)
+@pytest.mark.parametrize("build_mode", ["--no-remote", "--remote"])
+def test_byoc_refuses_unsupported_deploys_before_creating_anything(
+    byoc_project: DeployProject,
+    build_mode: str,
+    instance_flags: dict[str, bool],
+    type_args: list[str],
+    expected: str,
+) -> None:
+    byoc_project.control_plane.instance_flags = instance_flags
+
+    result = byoc_project.run(build_mode, *type_args, host_url=None)
+
+    assert result.exit_code == 2, result.output
+    assert expected in result.output
+    assert CREATE_DEPLOYMENT not in byoc_project.timeline
+
+
+@pytest.mark.parametrize("build_mode", ["--no-remote", "--remote"])
+def test_byoc_redeploys_an_existing_dedicated_agent_server_without_dedicated_support(
+    byoc_project: DeployProject, build_mode: str
+) -> None:
+    byoc_project.control_plane.instance_flags = {CLI_BUILDS: True}
+    byoc_project.control_plane.existing_deployments = [
+        {"id": "dep-existing", "name": "my-app"}
+    ]
+
+    result = byoc_project.run(
+        build_mode, "--agent-server-type", "dedicated", host_url=None
+    )
+
+    assert result.exit_code == 0, result.output
+    assert CREATE_DEPLOYMENT not in byoc_project.timeline
+
+
+def test_byoc_without_cli_builds_names_both_external_image_flags(
+    byoc_project: DeployProject,
+) -> None:
+    byoc_project.control_plane.instance_flags = {}
+
+    result = byoc_project.run("--no-remote", host_url=None)
+
+    assert "--push-to" in result.output
+    assert "--image-uri" in result.output
+
+
+def test_byoc_without_cli_builds_still_deploys_an_external_image(
+    byoc_project: DeployProject,
+) -> None:
+    byoc_project.control_plane.instance_flags = {}
+
+    result = byoc_project.run("--image-uri", EXTERNAL_DIGEST, host_url=None)
+
+    assert result.exit_code == 0, result.output
+    assert byoc_project.timeline == [
+        DISCOVER_WORKSPACES,
+        LIST_DEPLOYMENTS,
+        CREATE_DEPLOYMENT,
+    ]
+    assert byoc_project.control_plane.bodies[CREATE_DEPLOYMENT]["source"] == (
+        "external_docker"
+    )
+
+
+@pytest.mark.parametrize(
+    ("workspaces", "workspaces_status"),
+    [
+        pytest.param([SAAS_WORKSPACE], 200, id="workspace_without_a_data_plane"),
+        pytest.param([], 500, id="discovery_fails"),
+    ],
+)
+def test_saas_deploy_pays_one_discovery_call_and_is_otherwise_unchanged(
+    deploy_project: DeployProject, workspaces: list[dict], workspaces_status: int
+) -> None:
+    deploy_project.control_plane.workspaces = workspaces
+    deploy_project.control_plane.workspaces_status = workspaces_status
+
+    result = deploy_project.run("--no-remote", host_url=None)
+
+    assert result.exit_code == 0, result.output
+    assert deploy_project.timeline[:3] == [
+        DISCOVER_WORKSPACES,
+        LIST_DEPLOYMENTS,
+        CREATE_DEPLOYMENT,
+    ]
+    assert DATA_PLANE_INFO not in deploy_project.timeline
+    assert all(
+        str(r.url).startswith(f"{CLOUD_CONTROL_PLANE_URL}/v2/")
+        and "X-Tenant-ID" not in r.headers
+        for r in deploy_project.control_plane.host_backend_requests()
+    )
+    assert deploy_project.control_plane.bodies[CREATE_DEPLOYMENT]["source_config"] == {
+        "deployment_type": "dev_zero"
+    }
+
+
+def test_failed_discovery_says_it_falls_back_to_the_default_control_plane(
+    deploy_project: DeployProject,
+) -> None:
+    deploy_project.control_plane.workspaces_status = 500
+
+    result = deploy_project.run("--no-remote", host_url=None)
+
+    assert result.exit_code == 0, result.output
+    assert "using the default LangSmith control plane" in result.stderr
+
+
+def test_host_url_on_a_data_plane_gets_the_drop_host_url_hint(
+    byoc_project: DeployProject,
+) -> None:
+    detail = (
+        "'source_config.resource_spec' is required for 'external_docker' source, "
+        "and for every source on BYOC data planes, and must be 'null' for all "
+        "other sources."
+    )
+    byoc_project.control_plane.create_error = detail
+
+    result = byoc_project.run(
+        "--no-remote", host_url=f"{DATA_PLANE_URL}{CONTROL_PLANE_PATH}"
+    )
+
+    assert result.exit_code == 1, result.output
+    assert DATA_PLANE_INFO not in byoc_project.timeline
+    assert detail in result.output
+    assert "drop it so 'langgraph deploy' finds the data plane" in result.output
+
+
+def test_host_url_overrides_discovery(byoc_project: DeployProject) -> None:
+    result = byoc_project.run("--no-remote")
+
+    assert result.exit_code == 0, result.output
+    assert DISCOVER_WORKSPACES not in byoc_project.timeline
+    assert all(
+        str(r.url).startswith(CONTROL_PLANE_URL)
+        for r in byoc_project.control_plane.requests
+    )
+
+
+@pytest.mark.parametrize("build_mode", ["--no-remote", "--remote"])
+def test_an_older_data_plane_rejecting_the_source_gets_the_external_image_hint(
+    deploy_project: DeployProject, build_mode: str
+) -> None:
+    detail = "'source' must be one of ['github', 'external_docker']"
+    deploy_project.control_plane.create_error = detail
+
+    result = deploy_project.run(build_mode)
+
+    assert result.exit_code == 1, result.output
+    assert detail in result.output
+    assert "--push-to <registry>/<repository>" in result.output
+    assert "--image-uri" in result.output
+
+
+def test_byoc_build_logs_use_the_discovered_data_plane_and_workspace(
+    byoc_project: DeployProject,
+) -> None:
+    result = CliRunner().invoke(
+        cli,
+        [
+            "deploy",
+            "logs",
+            "--api-key",
+            "test-key",
+            "--type",
+            "build",
+            "--agent-server-id",
+            "dep-existing",
+        ],
+    )
+
+    assert result.exit_code == 0, result.output
+    assert [
+        (str(r.url).split("?")[0], r.headers["X-Tenant-ID"])
+        for r in byoc_project.control_plane.host_backend_requests()
+    ] == [
+        (
+            f"{DATA_PLANE_URL}/api-host/v2/deployments/dep-existing/revisions",
+            WORKSPACE_ID,
+        ),
+        (
+            f"{DATA_PLANE_URL}/api-host/v1/projects/dep-existing/revisions/"
+            f"{REVISION_ID}/build_logs",
+            WORKSPACE_ID,
+        ),
+    ]
+
+
+def test_mixed_data_planes_without_a_tenant_id_list_through_saas(
+    deploy_project: DeployProject,
+) -> None:
+    deploy_project.control_plane.workspaces = [BYOC_WORKSPACE, SAAS_WORKSPACE]
+
+    result = CliRunner().invoke(
+        cli, ["deploy", "list", "--json", "--api-key", "test-key"]
+    )
+
+    assert result.exit_code == 0, result.output
+    assert deploy_project.timeline == [DISCOVER_WORKSPACES, LIST_DEPLOYMENTS]
+    assert [
+        str(r.url).split("?")[0]
+        for r in deploy_project.control_plane.host_backend_requests()
+    ] == [f"{CLOUD_CONTROL_PLANE_URL}/v2/deployments"]
+
+
+def test_a_prompted_byoc_workspace_is_sent_to_its_data_plane(
+    deploy_project: DeployProject,
+) -> None:
+    deploy_project.control_plane.workspaces = [SAAS_WORKSPACE, BYOC_WORKSPACE]
+    deploy_project.control_plane.requires_workspace = True
+
+    result = CliRunner().invoke(
+        cli, ["deploy", "list", "--api-key", "test-key"], input=f"{WORKSPACE_ID}\n"
+    )
+
+    assert result.exit_code == 0, result.output
+    assert [
+        (str(r.url).split("?")[0], r.headers.get("X-Tenant-ID"))
+        for r in deploy_project.control_plane.host_backend_requests()
+    ] == [
+        (f"{CLOUD_CONTROL_PLANE_URL}/v2/deployments", None),
+        (f"{DATA_PLANE_URL}/api-host/v2/deployments", WORKSPACE_ID),
+    ]
+
+
+def test_an_empty_tenant_id_is_treated_as_unset(
+    byoc_project: DeployProject, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    monkeypatch.setenv("LANGSMITH_TENANT_ID", "")
+
+    result = byoc_project.run("--no-remote", host_url=None)
+
+    assert result.exit_code == 0, result.output
+    assert all(
+        r.headers["X-Tenant-ID"] == WORKSPACE_ID
+        for r in byoc_project.control_plane.host_backend_requests()
+    )
+
+
+def test_a_data_plane_without_https_never_gets_the_api_key(
+    deploy_project: DeployProject,
+) -> None:
+    deploy_project.control_plane.workspaces = [
+        {"id": WORKSPACE_ID, "data_plane_url": "http://langsmith.customer.example"}
+    ]
+
+    result = deploy_project.run("--no-remote", host_url=None)
+
+    assert result.exit_code == 1, result.output
+    assert "must use https" in result.output
+    assert deploy_project.timeline == [DISCOVER_WORKSPACES]
+
+
+def test_a_tenant_id_outside_the_keys_workspaces_fails_before_any_host_call(
+    byoc_project: DeployProject, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    monkeypatch.setenv("LANGSMITH_TENANT_ID", "unknown-ws")
+
+    result = byoc_project.run("--no-remote", host_url=None)
+
+    assert result.exit_code == 1, result.output
+    assert "unknown-ws" in result.output
+    assert byoc_project.timeline == [DISCOVER_WORKSPACES]
+
+
+def test_a_data_plane_refusing_local_pushes_shows_its_hint(
+    byoc_project: DeployProject,
+) -> None:
+    hint = "Local image pushes are not supported on this data plane; use --remote."
+    byoc_project.control_plane.create_status = 501
+    byoc_project.control_plane.create_error = hint
+
+    result = byoc_project.run("--no-remote", host_url=None)
+
+    assert result.exit_code == 1, result.output
+    assert hint in result.output

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

@@ -34,30 +34,6 @@ def invoke(monkeypatch, args, handler, input=None):
 @pytest.mark.parametrize("mode", [None, "--summary", "--raw"])
 def test_metrics(monkeypatch, bounds, mode, deployment_metrics_response):
     charts = deployment_metrics_response
-    server_summary = {
-        "deployment_id": DEPLOYMENT_ID,
-        "step_seconds": 60,
-        "sections": {
-            "API": {
-                "Metrics": {
-                    metric: {
-                        "metric": metric,
-                        "unit": unit,
-                        "latest": 1.234567,
-                        "min": 1.234567,
-                        "max": 1.234567,
-                        "avg": 1.234567,
-                    }
-                    for metric, unit in (
-                        ("cpu_usage", "percent"),
-                        ("replica_count", "count"),
-                        ("p95_latency", "milliseconds"),
-                        ("responses_per_second", "responses_per_second"),
-                    )
-                }
-            }
-        },
-    }
 
     class FrozenDatetime(datetime):
         @classmethod
@@ -81,8 +57,6 @@ def test_metrics(monkeypatch, bounds, mode, deployment_metrics_response):
         "end_time": "2026-10-28T23:02:33+00:00",
         **options,
     }
-    if mode == "--summary":
-        params["summary"] = "true"
 
     def handler(request):
         assert request.method == "GET"
@@ -90,9 +64,7 @@ def test_metrics(monkeypatch, bounds, mode, deployment_metrics_response):
         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=server_summary if mode == "--summary" else charts
-        )
+        return httpx.Response(200, json=charts)
 
     args = ["metrics", DEPLOYMENT_ID]
     for key, value in options.items():
@@ -101,19 +73,19 @@ def test_metrics(monkeypatch, bounds, mode, deployment_metrics_response):
         args.append(mode)
     result = invoke(monkeypatch, args, handler)
     assert result.exit_code == 0, result.output
-    if mode == "--summary":
-        expected = server_summary
-    elif mode == "--raw":
-        expected = charts
-    else:
-        expected = compact_deployment_metrics(
+    expected = (
+        charts
+        if mode == "--raw"
+        else compact_deployment_metrics(
             charts,
             DEPLOYMENT_ID,
-            start_time=params["start_time"],
-            end_time=params["end_time"],
+            start_time=params.get("start_time"),
+            end_time=params.get("end_time"),
+            summary=mode == "--summary",
         )
+    )
     assert json.loads(result.output) == expected
-    if mode is None:
+    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=(",", ":"))

libs/cli/tests/unit_tests/conftest.py

@@ -1,10 +1,15 @@
 import json
 import os
+from functools import partial
 from pathlib import Path
 from unittest.mock import patch
 
+import httpx
 import pytest
 
+import langgraph_cli.deploy as deploy_module
+from langgraph_cli.host_backend import LangSmithApiClient
+
 
 @pytest.fixture
 def deployment_metrics_response():
@@ -21,3 +26,14 @@ def disable_analytics_env() -> None:
 
     with patch.dict(os.environ, {"LANGGRAPH_CLI_NO_ANALYTICS": "1"}):
         yield
+
+
+@pytest.fixture(autouse=True)
+def no_discovered_workspaces(monkeypatch: pytest.MonkeyPatch) -> None:
+    """Keep unit tests off the LangSmith API: discovery finds no workspaces."""
+    transport = httpx.MockTransport(lambda request: httpx.Response(200, json=[]))
+    monkeypatch.setattr(
+        deploy_module,
+        "LangSmithApiClient",
+        partial(LangSmithApiClient, transport=transport),
+    )

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 Deployment
+# node.js build used for LangSmith Agent Server
 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 deployments by agent" in result.output
+    assert "does not filter Agent Servers by agent" in result.output
     assert len(requests) == 1

libs/cli/tests/unit_tests/test_deploy_helpers.py

@@ -20,6 +20,7 @@ from langgraph_cli.deploy import (
     CustomerRegistrySource,
     DockerBuildCommand,
     ExistingDeployment,
+    HostTarget,
     Listener,
     ManagedRegistrySource,
     OnListener,
@@ -29,9 +30,11 @@ from langgraph_cli.deploy import (
     Unplaced,
     _call_host_backend_with_optional_tenant,
     _create_host_backend_client,
+    _discover_target,
     _docker_config_for_token,
     _Emitter,
     _env_without_deployment_name,
+    _list_workspaces,
     _parse_env_from_config,
     _print_deployment_result,
     _resolve_env_path,
@@ -43,7 +46,12 @@ from langgraph_cli.deploy import (
     normalize_image_tag,
     normalize_name,
 )
-from langgraph_cli.host_backend import HostBackendClient, HostBackendError
+from langgraph_cli.host_backend import (
+    ControlPlaneEndpoints,
+    HostBackendClient,
+    HostBackendError,
+    LangSmithApiClient,
+)
 from langgraph_cli.image_reference import ImageReference
 
 
@@ -187,7 +195,7 @@ class TestValidatePrebuiltImage:
 
         monkeypatch.setattr(deploy_mod, "subp_exec", fake_subp_exec)
 
-        with pytest.raises(click.ClickException, match="requires linux/amd64"):
+        with pytest.raises(click.ClickException, match="hosting requires linux/amd64"):
             _validate_prebuilt_image(_FakeRunner(), "repo/app:arm", verbose=False)
 
 
@@ -327,6 +335,9 @@ 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 = (
@@ -366,6 +377,24 @@ class TestCallHostBackendWithOptionalTenant:
         assert "smith.langchain.com" in exc_info.value.message
         assert seen_tenant_ids == [None, "workspace-123"]
 
+    def test_403_not_enabled_on_a_data_plane_links_langsmith(self):
+        detail = (
+            '{"detail":"LangSmith Deployment is not enabled for this organization"}'
+        )
+        client = HostBackendClient(
+            ControlPlaneEndpoints.on_data_plane(
+                "https://langsmith.customer.example", None
+            ),
+            "test-key",
+            transport=httpx.MockTransport(lambda req: httpx.Response(403, text=detail)),
+        )
+        with pytest.raises(HostBackendError, match="not enabled") as exc_info:
+            _call_host_backend_with_optional_tenant(
+                client, lambda c: c.list_deployments()
+            )
+        assert "https://smith.langchain.com/host/deployments" in exc_info.value.message
+        assert "customer.example" not in exc_info.value.message
+
     def test_other_403_re_raises_original(self):
         client = self._make_client(
             lambda req: httpx.Response(403, text='{"detail":"some other error"}')
@@ -629,6 +658,120 @@ class TestCreateHostBackendClientEndpoint:
         assert client.base_url == "https://custom.host.com"
 
 
+DATA_PLANE = "https://langsmith.customer.example"
+OTHER_DATA_PLANE = "https://other.customer.example"
+WORKSPACE_UUID = "6f1c2a9e-0b7d-4c3e-9a51-2d8f4e6b7c10"
+
+
+def _workspaces(*workspaces: dict) -> LangSmithApiClient:
+    return LangSmithApiClient(
+        "https://api.smith.langchain.com",
+        "key",
+        transport=httpx.MockTransport(
+            lambda req: httpx.Response(200, json=list(workspaces))
+        ),
+    )
+
+
+class TestDiscoverTarget:
+    @pytest.mark.parametrize(
+        ("workspaces", "tenant_id", "expected"),
+        [
+            pytest.param(
+                [{"id": "ws-1", "data_plane_url": DATA_PLANE}],
+                None,
+                HostTarget("ws-1", DATA_PLANE),
+                id="only_workspace",
+            ),
+            pytest.param(
+                [
+                    {"id": "ws-1", "data_plane_url": DATA_PLANE},
+                    {"id": "ws-2", "data_plane_url": OTHER_DATA_PLANE},
+                ],
+                "ws-2",
+                HostTarget("ws-2", OTHER_DATA_PLANE),
+                id="tenant_id_picks_its_workspace",
+            ),
+            pytest.param(
+                [
+                    {"id": "ws-1", "data_plane_url": DATA_PLANE},
+                    {"id": WORKSPACE_UUID, "data_plane_url": OTHER_DATA_PLANE},
+                ],
+                WORKSPACE_UUID.upper(),
+                HostTarget(WORKSPACE_UUID, OTHER_DATA_PLANE),
+                id="tenant_id_matches_the_workspace_uuid_in_any_case",
+            ),
+            pytest.param(
+                [
+                    {"id": "ws-1", "data_plane_url": DATA_PLANE},
+                    {
+                        "id": "ws-2",
+                        "data_plane_url": OTHER_DATA_PLANE,
+                        "is_deleted": True,
+                    },
+                ],
+                None,
+                HostTarget("ws-1", DATA_PLANE),
+                id="only_non_deleted_workspace",
+            ),
+            pytest.param(
+                [
+                    {"id": "ws-1", "data_plane_url": DATA_PLANE},
+                    {"id": "ws-2", "data_plane_url": DATA_PLANE},
+                ],
+                None,
+                HostTarget(None, DATA_PLANE),
+                id="shared_data_plane_leaves_the_workspace_to_the_backend",
+            ),
+            pytest.param(
+                [{"id": "ws-1", "data_plane_url": None}],
+                None,
+                HostTarget(None),
+                id="saas_workspace_keeps_todays_headers",
+            ),
+            pytest.param(
+                [
+                    {"id": "ws-1", "data_plane_url": DATA_PLANE},
+                    {"id": "ws-2", "data_plane_url": None},
+                ],
+                None,
+                HostTarget(None),
+                id="mixed_data_planes_leave_the_workspace_to_the_backend",
+            ),
+            pytest.param(
+                [
+                    {"id": "ws-1", "data_plane_url": DATA_PLANE},
+                    {"id": "ws-2", "data_plane_url": OTHER_DATA_PLANE},
+                ],
+                None,
+                HostTarget(None),
+                id="different_data_planes_leave_the_workspace_to_the_backend",
+            ),
+        ],
+    )
+    def test_picks_the_workspace(self, workspaces, tenant_id, expected):
+        target = _discover_target(_workspaces(*workspaces).list_workspaces(), tenant_id)
+
+        assert target == expected
+
+    def test_failed_discovery_keeps_todays_behavior(self):
+        langsmith = LangSmithApiClient(
+            "https://api.smith.langchain.com",
+            "key",
+            transport=httpx.MockTransport(lambda req: httpx.Response(401)),
+        )
+
+        assert _discover_target(_list_workspaces(langsmith), "ws-1") == HostTarget(
+            "ws-1"
+        )
+
+    def test_a_tenant_id_outside_the_keys_workspaces_is_named(self):
+        langsmith = _workspaces({"id": "ws-1", "data_plane_url": DATA_PLANE})
+
+        with pytest.raises(click.ClickException, match="workspace unknown-ws"):
+            _discover_target(langsmith.list_workspaces(), "unknown-ws")
+
+
 class TestDockerBuildCommand:
     @pytest.mark.parametrize(
         ("machine", "verbose", "expected"),
@@ -871,17 +1014,17 @@ class TestSelectSource:
             ),
             pytest.param(
                 {"placement": RequestedPlacement(listener_id="listener-1")},
-                "only apply when creating a deployment with --push-to",
+                "only apply when creating an Agent Server with --push-to",
                 id="listener_without_push_to",
             ),
             pytest.param(
                 {"placement": RequestedPlacement(k8s_namespace="agents")},
-                "only apply when creating a deployment with --push-to",
+                "only apply when creating an Agent Server with --push-to",
                 id="namespace_without_push_to",
             ),
             pytest.param(
                 {"image_pull_secrets": ("regcred",)},
-                "only apply when creating a deployment with --push-to",
+                "only apply when creating an Agent Server with --push-to",
                 id="image_pull_secret_without_push_to",
             ),
             pytest.param(
@@ -1406,7 +1549,7 @@ class TestCreateOnlySettings:
         settings = CreateOnlySettings(RequestedPlacement(listener_id="listener-1"))
         with pytest.raises(
             click.UsageError,
-            match="Listener and namespace are fixed when a deployment is created",
+            match="Listener and namespace are fixed when an Agent Server is created",
         ):
             settings.ensure_not_existing("dep-1")
 
@@ -1494,6 +1637,11 @@ DEFAULT_UPLOAD_HEADERS = {
             },
             id="returned_headers_keep_a_content_type",
         ),
+        pytest.param(
+            {"Content-Type": "application/gzip"},
+            {"content-type": "application/gzip", "content-length": "7"},
+            id="s3_signs_only_the_content_type",
+        ),
     ],
 )
 def test_source_upload_sends_the_headers_the_signed_url_requires(

libs/cli/tests/unit_tests/test_deployment_metrics.py

@@ -53,15 +53,22 @@ def test_compact_metrics(deployment_metrics_response):
     assert result["sections"]["API"]["Latency"]["P95 Latency"]["unit"] is None
 
 
-def test_requested_bounds(deployment_metrics_response):
+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")]])

libs/cli/tests/unit_tests/test_docker.py

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

libs/cli/tests/unit_tests/test_host_backend.py

@@ -1,5 +1,6 @@
 import json
 
+import click
 import httpx
 import pytest
 
@@ -7,6 +8,11 @@ from langgraph_cli.host_backend import (
     ControlPlaneEndpoints,
     HostBackendClient,
     HostBackendError,
+    InstanceFlags,
+    LangSmithApiClient,
+    Workspace,
+    WorkspaceRouter,
+    langsmith_api_url,
 )
 
 
@@ -737,3 +743,251 @@ def test_error_detail_is_readable(body, expected):
     assert error.value.detail == expected
     if expected is not None:
         assert error.value.message.endswith(expected)
+
+
+@pytest.mark.parametrize(
+    ("langsmith_endpoint", "expected"),
+    [
+        pytest.param(None, "https://api.smith.langchain.com", id="cloud_default"),
+        pytest.param(
+            "https://eu.api.smith.langchain.com/",
+            "https://eu.api.smith.langchain.com",
+            id="regional_cloud",
+        ),
+        pytest.param(
+            "https://smith.example.com/api/v1",
+            "https://smith.example.com",
+            id="self_hosted_root",
+        ),
+    ],
+)
+def test_langsmith_api_url(langsmith_endpoint, expected):
+    assert langsmith_api_url(langsmith_endpoint) == expected
+
+
+def test_list_workspaces_reads_the_api_keys_live_workspaces():
+    seen: dict = {}
+
+    def handler(req: httpx.Request) -> httpx.Response:
+        seen["url"] = str(req.url)
+        seen["api_key"] = req.headers["x-api-key"]
+        return httpx.Response(
+            200,
+            json=[
+                {"id": "ws-1", "data_plane_url": "https://dp.example.com/"},
+                {"id": "ws-2", "data_plane_url": None},
+                {"id": "ws-3", "data_plane_url": "", "is_deleted": False},
+                {
+                    "id": "ws-4",
+                    "data_plane_url": "https://old.example.com",
+                    "is_deleted": True,
+                },
+                {"data_plane_url": "https://no-id.example.com"},
+            ],
+        )
+
+    client = LangSmithApiClient(
+        "https://api.smith.langchain.com/",
+        "key",
+        transport=httpx.MockTransport(handler),
+    )
+
+    assert client.list_workspaces() == [
+        Workspace("ws-1", "https://dp.example.com"),
+        Workspace("ws-2", None),
+        Workspace("ws-3", None),
+    ]
+    assert seen == {
+        "url": "https://api.smith.langchain.com/api/v1/workspaces",
+        "api_key": "key",
+    }
+
+
+@pytest.mark.parametrize(
+    ("langsmith_endpoint", "dashboard_url"),
+    [
+        pytest.param(None, "https://smith.langchain.com", id="cloud"),
+        pytest.param(
+            "https://eu.api.smith.langchain.com",
+            "https://eu.smith.langchain.com",
+            id="regional_cloud",
+        ),
+        pytest.param(
+            "https://smith.example.com/api/v1",
+            "https://smith.example.com",
+            id="self_hosted",
+        ),
+        pytest.param(
+            "https://langsmith.customer.example/api/v1",
+            "https://smith.langchain.com",
+            id="endpoint_is_the_data_plane",
+        ),
+    ],
+)
+def test_data_plane_endpoints_keep_the_data_plane_host_and_link_to_langsmith(
+    langsmith_endpoint, dashboard_url
+):
+    endpoints = ControlPlaneEndpoints.on_data_plane(
+        "https://langsmith.customer.example/", langsmith_endpoint
+    )
+
+    assert endpoints == ControlPlaneEndpoints(
+        "https://langsmith.customer.example/api-host",
+        dashboard_url,
+        "https://langsmith.customer.example/api/v1/info",
+    )
+    assert not endpoints.is_cloud
+
+
+@pytest.mark.parametrize(
+    "data_plane_url",
+    [
+        pytest.param("http://langsmith.customer.example", id="http"),
+        pytest.param("ftp://localhost", id="other_scheme"),
+    ],
+)
+def test_data_plane_without_https_is_refused(data_plane_url):
+    with pytest.raises(click.ClickException, match="must use https"):
+        ControlPlaneEndpoints.on_data_plane(data_plane_url, None)
+
+
+@pytest.mark.parametrize(
+    "data_plane_url", ["http://localhost:1980", "http://127.0.0.1:1980"]
+)
+def test_local_data_plane_may_use_http(data_plane_url):
+    endpoints = ControlPlaneEndpoints.on_data_plane(data_plane_url, None)
+
+    assert endpoints.control_plane_url == f"{data_plane_url}/api-host"
+
+
+@pytest.mark.parametrize(
+    ("host_url", "langsmith_endpoint"),
+    [
+        pytest.param(
+            "https://langsmith.customer.example/api-host", None, id="api_host_url"
+        ),
+        pytest.param(None, "https://smith.example.com/api/v1", id="self_hosted"),
+        pytest.param("https://api.host.langchain.com", None, id="cloud"),
+    ],
+)
+def test_only_a_discovered_data_plane_reads_instance_flags(
+    host_url, langsmith_endpoint
+):
+    assert ControlPlaneEndpoints.resolve(host_url, langsmith_endpoint).info_url is None
+    assert (
+        ControlPlaneEndpoints.on_data_plane(
+            "https://langsmith.customer.example", None
+        ).info_url
+        == "https://langsmith.customer.example/api/v1/info"
+    )
+
+
+def test_workspace_ids_match_as_uuids():
+    workspace = Workspace("6f1c2a9e-0b7d-4c3e-9a51-2d8f4e6b7c10", None)
+
+    assert workspace.has_id("6F1C2A9E-0B7D-4C3E-9A51-2D8F4E6B7C10")
+    assert not workspace.has_id("ws-1")
+
+
+def test_setting_a_routed_workspace_moves_the_client_to_its_data_plane():
+    seen: list[tuple[str, str | None]] = []
+
+    def handler(req: httpx.Request) -> httpx.Response:
+        seen.append((str(req.url).split("?")[0], req.headers.get("X-Tenant-ID")))
+        return httpx.Response(200, json={"resources": []})
+
+    router = WorkspaceRouter(
+        [
+            Workspace("saas-ws", None),
+            Workspace("byoc-ws", "https://langsmith.customer.example"),
+        ],
+        None,
+    )
+    client = HostBackendClient(
+        ControlPlaneEndpoints.resolve(None, None),
+        "key",
+        router=router,
+        transport=httpx.MockTransport(handler),
+    )
+
+    client.set_tenant("byoc-ws")
+    client.list_deployments()
+    client.set_tenant("unknown-ws")
+    client.list_deployments()
+
+    assert seen == [
+        ("https://langsmith.customer.example/api-host/v2/deployments", "byoc-ws"),
+        ("https://langsmith.customer.example/api-host/v2/deployments", "unknown-ws"),
+    ]
+    assert client.endpoints.dashboard_url == "https://smith.langchain.com"
+
+
+def test_data_plane_client_targets_the_data_plane_host_backend():
+    seen: list[str] = []
+
+    def handler(req: httpx.Request) -> httpx.Response:
+        seen.append(str(req.url))
+        return httpx.Response(200, json={"resources": []})
+
+    client = HostBackendClient(
+        ControlPlaneEndpoints.on_data_plane(
+            "https://byoc.langchain.com", "https://eu.api.smith.langchain.com"
+        ),
+        "key",
+        "ws-1",
+        transport=httpx.MockTransport(handler),
+    )
+    client.list_deployments()
+
+    assert seen[0].startswith("https://byoc.langchain.com/api-host/v2/deployments?")
+    assert client.endpoints.dashboard_url == "https://eu.smith.langchain.com"
+
+
+@pytest.mark.parametrize(
+    ("info", "expected"),
+    [
+        pytest.param(
+            {
+                "instance_flags": {
+                    "deployments_scale_to_zero_supported": True,
+                    "deployments_dedicated_supported": True,
+                    "deployments_cli_builds_supported": True,
+                }
+            },
+            InstanceFlags(scale_to_zero=True, dedicated=True, cli_builds=True),
+            id="all_supported",
+        ),
+        pytest.param(
+            {"instance_flags": {"deployments_dedicated_supported": True}},
+            InstanceFlags(scale_to_zero=False, dedicated=True, cli_builds=False),
+            id="missing_flags_are_false",
+        ),
+        pytest.param(
+            {},
+            InstanceFlags(scale_to_zero=False, dedicated=False, cli_builds=False),
+            id="older_data_plane_without_instance_flags",
+        ),
+    ],
+)
+def test_data_plane_client_reads_instance_flags_from_info(info, expected):
+    seen: list[str] = []
+
+    def handler(req: httpx.Request) -> httpx.Response:
+        seen.append(str(req.url))
+        return httpx.Response(200, json=info)
+
+    client = HostBackendClient(
+        ControlPlaneEndpoints.on_data_plane("https://dp.example.com/", None),
+        "key",
+        transport=httpx.MockTransport(handler),
+    )
+
+    assert client.instance_flags() == expected
+    assert seen == ["https://dp.example.com/api/v1/info"]
+
+
+def test_host_backend_off_a_data_plane_has_no_instance_flags():
+    assert (
+        HostBackendClient("https://api.host.langchain.com", "key").instance_flags()
+        is None
+    )

libs/cli/uv.lock

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 ]
 
 [[package]]

libs/langgraph/langgraph/graph/message.py

@@ -194,14 +194,8 @@ def add_messages(
     if not isinstance(right, list):
         right = [right]  # type: ignore[assignment]
     # coerce to message
-    left = [
-        message_chunk_to_message(cast(BaseMessageChunk, m))
-        for m in convert_to_messages(left)
-    ]
-    right = [
-        message_chunk_to_message(cast(BaseMessageChunk, m))
-        for m in convert_to_messages(right)
-    ]
+    left = _coerce_to_messages(left)
+    right = _coerce_to_messages(right)
     # assign missing ids
     for m in left:
         if m.id is None:
@@ -234,7 +228,8 @@ def add_messages(
 
             merged_by_id[m.id] = len(merged)
             merged.append(m)
-    merged = [m for m in merged if m.id not in ids_to_remove]
+    if ids_to_remove:
+        merged = [m for m in merged if m.id not in ids_to_remove]
 
     if format == "langchain-openai":
         merged = _format_messages(merged)
@@ -247,6 +242,20 @@ def add_messages(
     return merged
 
 
+def _coerce_to_messages(messages: list) -> list[Any]:
+    # Both conversions return a plain message unchanged, and a long history is
+    # all plain messages, so check the few distinct types instead of each item.
+    if all(
+        issubclass(t, BaseMessage) and not issubclass(t, BaseMessageChunk)
+        for t in set(map(type, messages))
+    ):
+        return messages
+    return [
+        message_chunk_to_message(cast(BaseMessageChunk, m))
+        for m in convert_to_messages(messages)
+    ]
+
+
 @deprecated(
     "MessageGraph is deprecated in langgraph 1.0.0, to be removed in 2.0.0. Please use StateGraph with a `messages` key instead.",
     category=None,

libs/langgraph/langgraph/graph/state.py

@@ -1452,6 +1452,8 @@ class CompiledStateGraph(
             output_keys = list(self.builder.channels) + [
                 k for k, v in self.builder.managed.items()
             ]
+        # for membership checks, which run on every key of every node update
+        output_key_set = frozenset(output_keys)
 
         def _get_updates(
             input: None | dict | Any,
@@ -1459,12 +1461,12 @@ class CompiledStateGraph(
             if input is None:
                 return None
             elif isinstance(input, dict):
-                return [(k, v) for k, v in input.items() if k in output_keys]
+                return [(k, v) for k, v in input.items() if k in output_key_set]
             elif isinstance(input, Command):
                 if input.graph == Command.PARENT:
                     return None
                 return [
-                    (k, v) for k, v in input._update_as_tuples() if k in output_keys
+                    (k, v) for k, v in input._update_as_tuples() if k in output_key_set
                 ]
             elif (
                 isinstance(input, (list, tuple))
@@ -1477,7 +1479,9 @@ class CompiledStateGraph(
                         if i.graph == Command.PARENT:
                             continue
                         updates.extend(
-                            (k, v) for k, v in i._update_as_tuples() if k in output_keys
+                            (k, v)
+                            for k, v in i._update_as_tuples()
+                            if k in output_key_set
                         )
                     else:
                         updates.extend(_get_updates(i) or ())

libs/langgraph/langgraph/pregel/_io.py

@@ -130,35 +130,35 @@ def map_output_updates(
     ]
     if not output_tasks:
         return
+    # a set: a wide state would otherwise scan every key for each write
+    output_keys = (
+        frozenset(output_channels) if not isinstance(output_channels, str) else None
+    )
     updated: list[tuple[str, Any]] = []
     for task, writes in output_tasks:
         rtn = next((value for chan, value in writes if chan == RETURN), MISSING)
         if rtn is not MISSING:
             updated.append((task.name, rtn))
-        elif isinstance(output_channels, str):
+        elif output_keys is None:
             updated.extend(
                 (task.name, value) for chan, value in writes if chan == output_channels
             )
-        elif any(chan in output_channels for chan, _ in writes):
+        elif any(chan in output_keys for chan, _ in writes):
             counts = Counter(chan for chan, _ in writes)
-            if any(counts[chan] > 1 for chan in output_channels):
+            if any(n > 1 for chan, n in counts.items() if chan in output_keys):
                 updated.extend(
                     (
                         task.name,
                         {chan: value},
                     )
                     for chan, value in writes
-                    if chan in output_channels
+                    if chan in output_keys
                 )
             else:
                 updated.append(
                     (
                         task.name,
-                        {
-                            chan: value
-                            for chan, value in writes
-                            if chan in output_channels
-                        },
+                        {chan: value for chan, value in writes if chan in output_keys},
                     )
                 )
     grouped: dict[str, Any] = {t.name: [] for t, _ in output_tasks}

libs/langgraph/langgraph/pregel/_loop.py

@@ -358,6 +358,14 @@ class PregelLoop:
         self.retry_policy = retry_policy
         self.cache_policy = cache_policy
         self.durability = durability
+        # Channel types are fixed for the run, so per-step code reads these
+        # instead of scanning every channel.
+        self._has_untracked_channels = any(
+            isinstance(spec, UntrackedValue) for spec in specs.values()
+        )
+        self._delta_channel_names = [
+            k for k, spec in specs.items() if isinstance(spec, DeltaChannel)
+        ]
         self._has_graph_lifecycle_callbacks = has_graph_lifecycle_callbacks
         self._graph_lifecycle_events = deque()
         if self.stream is not None and CONFIG_KEY_STREAM in config[CONF]:
@@ -496,9 +504,7 @@ class PregelLoop:
             writes_to_save = writes
 
         # check if any writes are to an UntrackedValue channel
-        if any(
-            isinstance(channel, UntrackedValue) for channel in self.channels.values()
-        ):
+        if self._has_untracked_channels:
             # we do not persist untracked values in checkpoints
             writes_to_save = [
                 # sanitize UntrackedValues that are nested within Send packets
@@ -840,10 +846,12 @@ class PregelLoop:
         Unfinished (failed or interrupted) tasks keep empty writes, so the
         runner re-executes them or routes them to error handlers.
         """
-        for tid, status in read_task_statuses(self.checkpoint_pending_writes).items():
-            if task := tasks.get(tid):
-                task.writes.extend(status.output)
-                self._reapplied_task_ids.add(tid)
+        # Filter first: this runs once per task call, and reading the status of
+        # every task that wrote would make runs with many task calls quadratic.
+        writes = (w for w in self.checkpoint_pending_writes if w[0] in tasks)
+        for tid, status in read_task_statuses(writes).items():
+            tasks[tid].writes.extend(status.output)
+            self._reapplied_task_ids.add(tid)
 
     def _resume_error_handlers_if_applicable(self) -> None:
         """On resume, schedule error handlers for tasks that failed in a prior run.
@@ -1300,9 +1308,7 @@ class PregelLoop:
             )
             new_counters: dict[str, tuple[int, int]] = {}
             updated = self.updated_channels or set()
-            for ch_name, ch in self.channels.items():
-                if not isinstance(ch, DeltaChannel):
-                    continue
+            for ch_name in self._delta_channel_names:
                 u, s = prev_counters.get(ch_name, (0, 0))
                 s += 1
                 if ch_name in updated:
@@ -1322,7 +1328,9 @@ class PregelLoop:
         # create new checkpoint
         channels_to_snapshot = (
             delta_channels_to_snapshot(
-                self.channels, new_counters, self.checkpoint["channel_versions"]
+                {k: self.channels[k] for k in self._delta_channel_names},
+                new_counters,
+                self.checkpoint["channel_versions"],
             )
             | self._delta_channels_forced_snapshot
             if do_checkpoint
@@ -1351,9 +1359,7 @@ class PregelLoop:
         elif "counters_since_delta_snapshot" in self.checkpoint_metadata:
             del self.checkpoint_metadata["counters_since_delta_snapshot"]
         # sanitize TASK channel in the checkpoint before saving (durability=="exit")
-        if TASKS in self.checkpoint["channel_values"] and any(
-            isinstance(channel, UntrackedValue) for channel in self.channels.values()
-        ):
+        if TASKS in self.checkpoint["channel_values"] and self._has_untracked_channels:
             sanitized_tasks = [
                 sanitize_untracked_values_in_send(value, self.channels)
                 if isinstance(value, Send)

libs/langgraph/langgraph/pregel/_runner.py

@@ -78,6 +78,7 @@ class FuturesDict(Generic[F, E], dict[F, PregelExecutableTask | None]):
     should_stop: Callable[[set[F]], bool]
     counter: int
     done: set[F]
+    failed: set[F]
     lock: threading.Lock
 
     def __init__(
@@ -97,6 +98,7 @@ class FuturesDict(Generic[F, E], dict[F, PregelExecutableTask | None]):
         self.should_stop = should_stop
         self.counter = 0
         self.done: set[F] = set()
+        self.failed: set[F] = set()
 
     def __setitem__(
         self,
@@ -123,9 +125,13 @@ class FuturesDict(Generic[F, E], dict[F, PregelExecutableTask | None]):
             with self.lock:
                 self.done.add(fut)
                 self.counter -= 1
+                # Only a future that raised can meet the stop condition, so check
+                # those instead of every done future (quadratic in wide steps).
+                if not fut.cancelled() and fut.exception() is not None:
+                    self.failed.add(fut)
                 # Wake waiter when all tracked futures are done, or when runner-level
                 # stop condition is met (for example, a non-handled fatal exception).
-                if self.counter == 0 or self.should_stop(self.done):
+                if self.counter == 0 or self.should_stop(self.failed):
                     self.event.set()
 
 
@@ -234,6 +240,7 @@ class PregelRunner:
                         fut: concurrent.futures.Future = concurrent.futures.Future()
                         fut.set_exception(exc)
                         futures.done.add(fut)
+                        futures.failed.add(fut)
                 elif reraise and id(exc) not in self._handled_exception_ids:
                     # let the caller stream this task's result before it raises
                     yield
@@ -427,6 +434,7 @@ class PregelRunner:
                         fut: asyncio.Future = loop.create_future()
                         fut.set_exception(exc)
                         futures.done.add(fut)
+                        futures.failed.add(fut)
                 elif reraise and id(exc) not in self._handled_exception_ids:
                     # let the caller stream this task's result before it raises
                     yield

libs/langgraph/langgraph/pregel/main.py

@@ -2902,16 +2902,17 @@ class Pregel(
             if CONFIG_KEY_TASK_ID not in config[CONF]:
                 # Not run as a task (a child invoked with its own thread, say),
                 # this graph's namespace starts at the root, so a caller's
-                # handler would take this graph's events for its own graph's.
+                # handler without `subgraphs` would take this graph's events
+                # for its own graph's. One with `subgraphs` asked for them.
                 callback_manager.handlers = [
                     h
                     for h in callback_manager.handlers
-                    if not _is_stream_mode_handler(h)
+                    if not _streams_only_its_graph(h)
                 ]
                 callback_manager.inheritable_handlers = [
                     h
                     for h in callback_manager.inheritable_handlers
-                    if not _is_stream_mode_handler(h)
+                    if not _streams_only_its_graph(h)
                 ]
             if "ls_integration" not in callback_manager.metadata:
                 callback_manager.add_metadata({"ls_integration": "langgraph"})
@@ -3319,16 +3320,17 @@ class Pregel(
             if CONFIG_KEY_TASK_ID not in config[CONF]:
                 # Not run as a task (a child invoked with its own thread, say),
                 # this graph's namespace starts at the root, so a caller's
-                # handler would take this graph's events for its own graph's.
+                # handler without `subgraphs` would take this graph's events
+                # for its own graph's. One with `subgraphs` asked for them.
                 callback_manager.handlers = [
                     h
                     for h in callback_manager.handlers
-                    if not _is_stream_mode_handler(h)
+                    if not _streams_only_its_graph(h)
                 ]
                 callback_manager.inheritable_handlers = [
                     h
                     for h in callback_manager.inheritable_handlers
-                    if not _is_stream_mode_handler(h)
+                    if not _streams_only_its_graph(h)
                 ]
             if "ls_integration" not in callback_manager.metadata:
                 callback_manager.add_metadata({"ls_integration": "langgraph"})
@@ -4480,8 +4482,11 @@ def _coerce_checkpoint_values(payload: Any, mapper: Callable[[Any], Any]) -> Non
         payload["values"] = mapper(payload["values"])
 
 
-def _is_stream_mode_handler(handler: object) -> bool:
-    return isinstance(handler, (StreamMessagesHandler, StreamToolCallHandler))
+def _streams_only_its_graph(handler: object) -> bool:
+    return (
+        isinstance(handler, (StreamMessagesHandler, StreamToolCallHandler))
+        and not handler.subgraphs
+    )
 
 
 def _resolve_parent_ns(

libs/langgraph/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph"
-version = "1.2.20"
+version = "1.2.22"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"

libs/langgraph/tests/test_messages_state.py

@@ -5,6 +5,7 @@ import langchain_core
 import pytest
 from langchain_core.messages import (
     AIMessage,
+    AIMessageChunk,
     AnyMessage,
     HumanMessage,
     RemoveMessage,
@@ -168,6 +169,41 @@ def test_non_list_inputs():
     assert result == expected_result
 
 
+def test_message_likes_and_chunks_are_converted_on_both_sides():
+    left = [
+        HumanMessage(content="Hello", id="1"),
+        {"role": "assistant", "content": "Hi", "id": "2"},
+    ]
+    right = [AIMessageChunk(content="chunk", id="3"), ("user", "Thanks")]
+    result = add_messages(left, right)
+    assert [type(m) for m in result] == [
+        HumanMessage,
+        AIMessage,
+        AIMessage,
+        HumanMessage,
+    ]
+    assert result[:3] == [
+        HumanMessage(content="Hello", id="1"),
+        AIMessage(content="Hi", id="2"),
+        AIMessage(content="chunk", id="3"),
+    ]
+    assert result[3].content == "Thanks"
+
+
+def test_chunk_only_lists_are_converted():
+    left = [AIMessageChunk(content="a", id="1")]
+    right = [AIMessageChunk(content="b", id="2")]
+    result = add_messages(left, right)
+    assert [type(m) for m in result] == [AIMessage, AIMessage]
+
+
+def test_result_is_a_new_list():
+    left = [HumanMessage(content="Hello", id="1")]
+    result = add_messages(left, [])
+    assert result == left
+    assert result is not left
+
+
 def test_delete_all():
     left = [
         HumanMessage(content="Hello", id="1"),

libs/langgraph/tests/test_runner_futures.py

@@ -0,0 +1,50 @@
+import concurrent.futures
+import threading
+import weakref
+from functools import partial
+
+from langgraph.pregel._runner import FuturesDict, _should_stop_others
+
+
+def _on_done(task: object, exc: BaseException | None) -> None:
+    pass
+
+
+def _futures(handled_exception_ids: set[int]) -> FuturesDict:
+    return FuturesDict(
+        event=threading.Event(),
+        callback=weakref.ref(_on_done),
+        should_stop=partial(
+            _should_stop_others, handled_exception_ids=handled_exception_ids
+        ),
+        future_type=concurrent.futures.Future,
+    )
+
+
+def test_failed_task_wakes_waiter_before_others_finish() -> None:
+    futures = _futures(set())
+    ok, bad, pending = (concurrent.futures.Future() for _ in range(3))
+    for fut in (ok, bad, pending):
+        futures[fut] = object()
+
+    ok.set_result(None)
+    assert not futures.event.is_set()
+
+    bad.set_exception(ValueError("boom"))
+    assert futures.event.is_set()
+
+
+def test_handled_failure_waits_for_all_tasks() -> None:
+    handled: set[int] = set()
+    futures = _futures(handled)
+    bad, pending = (concurrent.futures.Future() for _ in range(2))
+    for fut in (bad, pending):
+        futures[fut] = object()
+
+    exc = ValueError("handled by an error handler")
+    handled.add(id(exc))
+    bad.set_exception(exc)
+    assert not futures.event.is_set()
+
+    pending.set_result(None)
+    assert futures.event.is_set()

libs/langgraph/tests/test_stream_namespaces.py

@@ -73,6 +73,15 @@ _CHILD_CONFIGS = pytest.mark.parametrize(
     ids=["no_config", "own_thread", "caller_thread"],
 )
 
+_OWN_THREAD_CONFIGS = pytest.mark.parametrize(
+    "child_config",
+    [
+        {"configurable": {"thread_id": "child"}},
+        {"configurable": {"thread_id": "parent"}},
+    ],
+    ids=["own_thread", "caller_thread"],
+)
+
 
 _TASK_CALLERS = pytest.mark.parametrize(
     "nested", [False, True], ids=["from_entrypoint", "from_task_in_task"]
@@ -202,15 +211,8 @@ async def test_child_graph_streams_only_to_the_node_streaming_it_async(
     assert len(received) == len(_CHAT_AND_ECHO_EVENTS)
 
 
-@pytest.mark.parametrize(
-    "child_config",
-    [
-        {"configurable": {"thread_id": "child"}},
-        {"configurable": {"thread_id": "parent"}},
-    ],
-    ids=["own_thread", "caller_thread"],
-)
-def test_child_graph_on_its_own_thread_skips_a_caller_streaming_subgraphs(
+@_OWN_THREAD_CONFIGS
+def test_child_graph_on_its_own_thread_streams_to_a_caller_streaming_subgraphs(
     child_config: dict,
 ) -> None:
     child = _one_node_graph(_chat_and_echo)
@@ -224,9 +226,32 @@ def test_child_graph_on_its_own_thread_skips_a_caller_streaming_subgraphs(
         {"configurable": {"thread_id": "parent"}},
         stream_mode=["messages", "tools"],
         subgraphs=True,
+        version="v2",
     )
 
-    assert list(parts) == []
+    assert [_summary(part) for part in parts] == _CHAT_AND_ECHO_EVENTS
+
+
+@NEEDS_CONTEXTVARS
+@_OWN_THREAD_CONFIGS
+async def test_child_graph_on_its_own_thread_streams_to_a_caller_streaming_subgraphs_async(
+    child_config: dict,
+) -> None:
+    child = _one_node_graph(_achat_and_echo)
+
+    async def node(state: MessagesState) -> dict:
+        await child.ainvoke({"messages": []}, child_config)
+        return {}
+
+    parts = _one_node_graph(node).astream(
+        {"messages": []},
+        {"configurable": {"thread_id": "parent"}},
+        stream_mode=["messages", "tools"],
+        subgraphs=True,
+        version="v2",
+    )
+
+    assert [_summary(part) async for part in parts] == _CHAT_AND_ECHO_EVENTS
 
 
 def test_node_gets_the_events_of_every_subgraph_it_streams() -> None:

libs/langgraph/uv.lock

@@ -1440,7 +1440,7 @@ wheels = [
 
 [[package]]
 name = "langgraph"
-version = "1.2.20"
+version = "1.2.22"
 source = { editable = "." }
 dependencies = [
     { name = "langchain-core" },
@@ -1629,7 +1629,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.1"
+version = "4.3.2"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },
@@ -1677,7 +1677,7 @@ test = [
 
 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.2.0"
+version = "3.2.1"
 source = { editable = "../checkpoint-postgres" }
 dependencies = [
     { name = "langgraph-checkpoint" },
@@ -1827,7 +1827,7 @@ test = [
 
 [[package]]
 name = "langgraph-prebuilt"
-version = "1.1.1"
+version = "1.1.2"
 source = { editable = "../prebuilt" }
 dependencies = [
     { name = "langchain-core" },
@@ -1923,13 +1923,13 @@ dev = [
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watch" },
-    { name = "ruff", specifier = "==0.16.9" },
+    { name = "ruff", specifier = "==0.17.3" },
     { name = "starlette" },
     { name = "ty" },
 ]
 lint = [
     { name = "codespell" },
-    { name = "ruff", specifier = "==0.16.9" },
+    { name = "ruff", specifier = "==0.17.3" },
     { name = "starlette" },
     { name = "ty" },
 ]

libs/prebuilt/langgraph/prebuilt/chat_agent_executor.py

@@ -638,15 +638,15 @@ def create_react_agent(
             messages = (
                 _get_state_value(state, "llm_input_messages")
             ) or _get_state_value(state, "messages")
-            error_msg = f"Expected input to call_model to have 'llm_input_messages' or 'messages' key, but got {state}"
+            expected_keys = "'llm_input_messages' or 'messages' key"
         else:
             messages = _get_state_value(state, "messages")
-            error_msg = (
-                f"Expected input to call_model to have 'messages' key, but got {state}"
-            )
+            expected_keys = "'messages' key"
 
         if messages is None:
-            raise ValueError(error_msg)
+            raise ValueError(
+                f"Expected input to call_model to have {expected_keys}, but got {state}"
+            )
 
         _validate_chat_history(messages)
         # we're passing messages under `messages` key, as this is expected by the prompt

libs/prebuilt/langgraph/prebuilt/tool_node.py

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

libs/prebuilt/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph-prebuilt"
-version = "1.1.1"
+version = "1.1.2"
 description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
 authors = []
 requires-python = ">=3.10"

libs/prebuilt/uv.lock

@@ -1,9 +1,11 @@
 version = 1
-revision = 3
+revision = 5
 requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.15'",
-    "python_full_version < '3.15'",
+    "python_full_version >= '3.12' and python_full_version < '3.15' and sys_platform == 'emscripten'",
+    "python_full_version == '3.11.*' or (python_full_version >= '3.12' and python_full_version < '3.15' and sys_platform != 'emscripten')",
+    "python_full_version < '3.11'",
 ]
 
 [[package]]
@@ -163,6 +165,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" },
 ]
 
+[[package]]
+name = "distro"
+version = "1.9.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/fc/f8/98eea607f65de6527f8a2e8885fc8015d3e6f5775df186e443e0964a11c3/distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed", size = 60722, upload-time = "2023-12-24T09:54:32.31Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277, upload-time = "2023-12-24T09:54:30.421Z" },
+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.3.1"
@@ -197,6 +208,39 @@ wheels = [
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 ]
 
+[[package]]
+name = "httpcore2"
+version = "2.14.0"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version < '3.11'",
+]
+dependencies = [
+    { name = "h11" },
+    { name = "truststore" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/30/ff/b53af1b49bb2cb5fa97c92215614b173ca5c1a99ded80e2d52f15a94fa6d/httpcore2-2.14.0.tar.gz", hash = "sha256:4f57a1a8249fe6af589d935cfd456f1d13bbdcb0f0fc72af9142368fc94811d7", size = 69096, upload-time = "2026-10-18T16:29:21.898Z" }
+wheels = [
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+[[package]]
+name = "httpcore2"
+version = "2.16.0"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.15'",
+    "python_full_version == '3.11.*' or (python_full_version >= '3.12' and python_full_version < '3.15' and sys_platform != 'emscripten')",
+]
+dependencies = [
+    { name = "h11" },
+    { name = "truststore" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c0/61/afa9d6b7452f9eca73f73d45324eb0bb52f098fd5e6049bf6b8263be9b4e/httpcore2-2.16.0.tar.gz", hash = "sha256:c72cd0413563b17e1cd8354677dff887466f8ec2551679759e93126534428643", size = 69886, upload-time = "2026-10-21T07:09:45.31Z" }
+wheels = [
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+]
+
 [[package]]
 name = "httpx"
 version = "0.28.1"
@@ -213,12 +257,62 @@ wheels = [
 ]
 
 [[package]]
-name = "idna"
-version = "3.15"
+name = "httpx2"
+version = "2.14.0"
 source = { registry = "https://pypi.org/simple" }
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+resolution-markers = [
+    "python_full_version < '3.11'",
+]
+dependencies = [
+    { name = "anyio", marker = "sys_platform != 'emscripten'" },
+    { name = "httpcore2", version = "2.14.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten'" },
+    { name = "idna" },
+    { name = "truststore", marker = "sys_platform != 'emscripten'" },
+    { name = "typing-extensions" },
+]
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+]
+
+[[package]]
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+version = "2.16.0"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.15'",
+    "python_full_version >= '3.12' and python_full_version < '3.15' and sys_platform == 'emscripten'",
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 ]
 
 [[package]]
@@ -253,9 +347,10 @@ wheels = [
 
 [[package]]
 name = "langchain-core"
-version = "1.6.5"
+version = "1.7.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "certifi" },
     { name = "httpx" },
     { name = "jsonpatch" },
     { name = "langchain-protocol" },
@@ -267,26 +362,26 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ed/ed/ceecd3bfcfc77a94cf30a9f1506e907fdea447458825e01914a72d2d1a6f/langchain_core-1.6.5.tar.gz", hash = "sha256:bdb059fef65473fd444558dbb18f50901657402c43ceed9dc0fdc7b76a393c6b", size = 1007041, upload-time = "2026-09-24T18:11:06.487Z" }
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 [[package]]
 name = "langchain-protocol"
-version = "0.0.18"
+version = "0.0.20"
 source = { registry = "https://pypi.org/simple" }
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+    { url = "https://files.pythonhosted.org/packages/02/4b/f1c99a0b27c5ff8b4b131c0d6e62012c17cc424089efe213767db927afd2/langchain_protocol-0.0.20-py3-none-any.whl", hash = "sha256:3c935e5e46b0f6f9cb52f45ba7cfa53d1b9fa80c82c4a277d47f03e07f7385b1", size = 7347, upload-time = "2026-10-20T11:13:49.566Z" },
 ]
 
 [[package]]
 name = "langgraph"
-version = "1.2.20"
+version = "1.2.22"
 source = { editable = "../langgraph" }
 dependencies = [
     { name = "langchain-core" },
@@ -370,7 +465,7 @@ test = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.1"
+version = "4.3.2"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },
@@ -418,7 +513,7 @@ test = [
 
 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.2.0"
+version = "3.2.1"
 source = { editable = "../checkpoint-postgres" }
 dependencies = [
     { name = "langgraph-checkpoint" },
@@ -512,7 +607,7 @@ test = [
 
 [[package]]
 name = "langgraph-prebuilt"
-version = "1.1.1"
+version = "1.1.2"
 source = { editable = "." }
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 [[package]]

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

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

libs/sdk-py/langgraph_sdk/errors.py

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

libs/sdk-py/pyproject.toml

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

libs/sdk-py/uv.lock

@@ -1,9 +1,11 @@
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-revision = 3
+revision = 5
 requires-python = ">=3.10"
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-    "python_full_version < '3.15'",
+    "python_full_version >= '3.12' and python_full_version < '3.15' and sys_platform == 'emscripten'",
+    "python_full_version == '3.11.*' or (python_full_version >= '3.12' and python_full_version < '3.15' and sys_platform != 'emscripten')",
+    "python_full_version < '3.11'",
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-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.15'" },
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+]
+
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 version = "0.6.2"
@@ -181,7 +192,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" } },
+    { name = "typing-extensions" },
 ]
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+resolution-markers = [
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+]
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 [[package]]
 name = "httpx"
 version = "0.28.1"
@@ -226,12 +270,62 @@ wheels = [
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 [[package]]
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-version = "3.15"
+name = "httpx2"
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+    { name = "httpcore2", version = "2.14.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'emscripten'" },
+    { name = "idna" },
+    { name = "truststore", marker = "sys_platform != 'emscripten'" },
+    { name = "typing-extensions" },
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 [[package]]
@@ -266,9 +360,10 @@ wheels = [
 
 [[package]]
 name = "langchain-core"
-version = "1.6.5"
+version = "1.7.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "certifi" },
     { name = "httpx" },
     { name = "jsonpatch" },
     { name = "langchain-protocol" },
@@ -277,31 +372,29 @@ dependencies = [
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-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
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 [[package]]
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-version = "1.2.20"
+version = "1.2.22"
 source = { editable = "../langgraph" }
 dependencies = [
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@@ -385,7 +478,7 @@ test = [
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.1"
+version = "4.3.2"
 source = { editable = "../checkpoint" }
 dependencies = [
     { name = "langchain-core" },
@@ -433,7 +526,7 @@ test = [
 
 [[package]]
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-version = "1.1.1"
+version = "1.1.2"
 source = { editable = "../prebuilt" }
 dependencies = [
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@@ -537,13 +630,13 @@ dev = [
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