release(checkpoint): 4.3.1 (#9447 )

Version bump only. No library code changes in this PR. Unreleased since `checkpoint==4.3.0`: - #9383 - reject NUL bytes in store namespace labels
release(langgraph): 1.2.18 (#9445 )
2026-10-27 17:31:40 +01:00 · 2026-10-26 19:47:44 +00:00 · 2026-10-26 15:40:09 -04:00 · 2026-10-26 15:40:04 -04:00 · 2026-10-26 14:15:25 -04:00 · 2026-10-26 13:28:01 -04:00
69 changed files with 3289 additions and 1144 deletions
@@ -24,6 +24,39 @@ TEST=path/to/test.py make test

 Other pytest arguments can also be supplied inside the `TEST` variable.

+## Direction: LangGraph is a runtime
+
+LangGraph is consolidating as the low-level runtime for agents and workflows:
+graph execution, checkpointing, streaming, and interrupt/resume. Critical
+production systems and agent harnesses run on it, so correctness and stability
+come first. It is moving away from being a friendly SDK for building agents
+directly; agent development belongs one layer up, on a harness — Deep Agents
+(github.com/langchain-ai/deepagents, a separate repo) is the recommended one.
+
+Optimize contributions for runtime correctness, reliability, performance, and
+simplicity — not for the shortest agent example.
+
+- One way to do each thing. A change never adds a way; removals are always
+  deliberate (see below). The number of ways only goes down. No aliases,
+  overloads, extra accepted types, implicit defaults, or customization hooks
+  for convenience: ergonomics alone never justify new public surface.
+- The mandate applies to everything that implements runtime behavior, in
+  whichever repo it lives: the graph engine (`langgraph`, `langgraph-core`),
+  the checkpointers (`checkpoint*`), and the server (`langgraph-api`). The
+  client SDKs and CLI stay ergonomic but are thin, faithful clients, never a
+  second implementation of runtime behavior.
+- Agent-level packages (`prebuilt`, `langgraph-supervisor`, `langgraph-swarm`,
+  `langgraph-cua`) are maintenance-only: fix bugs, don't add agent features.
+  New examples and docs that build agents should use Deep Agents.
+- Remove deliberately, not opportunistically. Removing or changing public
+  behavior must be the stated purpose of the PR and go through the deprecation
+  process — replacement in place, removal version recorded, migration note.
+  Never drop a default or overload as a side effect of an unrelated change.
+- Behavior changes land in Python and JS together (the implementations live in
+  separate repos; note in the PR when the other one needs a matching change).
+- If a task asks for something this section rules out, say so and propose the
+  runtime-level or harness-level alternative instead of quietly implementing it.
+
 ## Libraries

 The repository contains several Python and JavaScript/TypeScript libraries.
@@ -36,11 +36,11 @@ wheels = [

 [[package]]
 name = "certifi"
-version = "2026.4.22"
+version = "2026.10.19"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/25/ee/6caf7a40c36a1220410afe15a1cc64993a1f864871f698c0f93acb72842a/certifi-2026.4.22.tar.gz", hash = "sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580", size = 137077, upload-time = "2026-04-22T11:26:11.191Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a6/bd/1436c50cc46699de0230fbaacc1d1de7bfec413176099949e9d5112e88f2/certifi-2026.10.19.tar.gz", hash = "sha256:035c1e85572b141bf1c3a3eff0e33a8eb74917522f2559075ff8d2fea780a1ae", size = 137598, upload-time = "2026-10-20T02:24:16.604Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/c4/51/29046e48f693c54e5b7412216d447a1d8362c9653148d98c02cdf65fa733/certifi-2026.10.19-py3-none-any.whl", hash = "sha256:42d35340cc5b9ba78e818ddbff0c5b1c2b779de448a340fd1b989f5fa8670e1b", size = 136464, upload-time = "2026-10-20T02:24:15.072Z" },
 ]

 [[package]]
@@ -279,7 +279,7 @@ wheels = [

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.0"
+version = "4.3.1"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -40,11 +40,11 @@ wheels = [

 [[package]]
 name = "certifi"
-version = "2026.1.4"
+version = "2026.10.19"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e0/2d/a891ca51311197f6ad14a7ef42e2399f36cf2f9bd44752b3dc4eab60fdc5/certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120", size = 154268, upload-time = "2026-01-04T02:42:41.825Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a6/bd/1436c50cc46699de0230fbaacc1d1de7bfec413176099949e9d5112e88f2/certifi-2026.10.19.tar.gz", hash = "sha256:035c1e85572b141bf1c3a3eff0e33a8eb74917522f2559075ff8d2fea780a1ae", size = 137598, upload-time = "2026-10-20T02:24:16.604Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c", size = 152900, upload-time = "2026-01-04T02:42:40.15Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/51/29046e48f693c54e5b7412216d447a1d8362c9653148d98c02cdf65fa733/certifi-2026.10.19-py3-none-any.whl", hash = "sha256:42d35340cc5b9ba78e818ddbff0c5b1c2b779de448a340fd1b989f5fa8670e1b", size = 136464, upload-time = "2026-10-20T02:24:15.072Z" },
 ]

 [[package]]
@@ -278,7 +278,7 @@ wheels = [

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.0"
+version = "4.3.1"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -1364,6 +1364,17 @@ def test_search_empty_prefix_is_unconstrained(store: SqliteStore) -> None:
    }


+@pytest.mark.parametrize("batched", [False, True])
+def test_search_rejects_nul_namespace_prefix(store: SqliteStore, batched: bool) -> None:
+    store.put(("a",), "key", {"v": 1})
+
+    with pytest.raises(InvalidNamespaceError, match="NUL"):
+        if batched:
+            store.batch([SearchOp(("a\x00",))])
+        else:
+            store.search(("a\x00",))
+
+
 def test_namespace_labels_with_trailing_newline(store: SqliteStore) -> None:
    """Labels may contain newlines, and must not match a differently-named label.

@@ -49,11 +49,11 @@ wheels = [

 [[package]]
 name = "certifi"
-version = "2026.1.4"
+version = "2026.10.19"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e0/2d/a891ca51311197f6ad14a7ef42e2399f36cf2f9bd44752b3dc4eab60fdc5/certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120", size = 154268, upload-time = "2026-01-04T02:42:41.825Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a6/bd/1436c50cc46699de0230fbaacc1d1de7bfec413176099949e9d5112e88f2/certifi-2026.10.19.tar.gz", hash = "sha256:035c1e85572b141bf1c3a3eff0e33a8eb74917522f2559075ff8d2fea780a1ae", size = 137598, upload-time = "2026-10-20T02:24:16.604Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c", size = 152900, upload-time = "2026-01-04T02:42:40.15Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/51/29046e48f693c54e5b7412216d447a1d8362c9653148d98c02cdf65fa733/certifi-2026.10.19-py3-none-any.whl", hash = "sha256:42d35340cc5b9ba78e818ddbff0c5b1c2b779de448a340fd1b989f5fa8670e1b", size = 136464, upload-time = "2026-10-20T02:24:15.072Z" },
 ]

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

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.0"
+version = "4.3.1"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -1333,6 +1333,10 @@ def _validate_namespace_labels(namespace: tuple[str, ...]) -> None:
            raise InvalidNamespaceError(
                f"Invalid namespace label '{label}' found in {namespace}. Namespace labels cannot contain periods ('.')."
            )
+        elif "\x00" in label:
+            raise InvalidNamespaceError(
+                f"Invalid namespace label '{label}' found in {namespace}. Namespace labels cannot contain NUL bytes ('\\x00')."
+            )
        elif not label:
            raise InvalidNamespaceError(
                f"Namespace labels cannot be empty strings. Got {label} in {namespace}"
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph-checkpoint"
-version = "4.3.0"
+version = "4.3.1"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 authors = []
 requires-python = ">=3.10"
@@ -532,7 +532,7 @@ async def test_cannot_put_empty_namespace() -> None:
    assert (await async_store.aget(("valid", "namespace"), "key")) is None


-INVALID_NAMESPACES = [("foo.bar",), ("foo", ""), (123,)]
+INVALID_NAMESPACES = [("foo.bar",), ("foo\x00",), ("foo", ""), (123,)]
 NAMESPACE_METHODS = ["get", "delete", "search", "prefix", "suffix"]


@@ -51,11 +51,11 @@ wheels = [

 [[package]]
 name = "certifi"
-version = "2026.1.4"
+version = "2026.10.19"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e0/2d/a891ca51311197f6ad14a7ef42e2399f36cf2f9bd44752b3dc4eab60fdc5/certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120", size = 154268, upload-time = "2026-01-04T02:42:41.825Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a6/bd/1436c50cc46699de0230fbaacc1d1de7bfec413176099949e9d5112e88f2/certifi-2026.10.19.tar.gz", hash = "sha256:035c1e85572b141bf1c3a3eff0e33a8eb74917522f2559075ff8d2fea780a1ae", size = 137598, upload-time = "2026-10-20T02:24:16.604Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c", size = 152900, upload-time = "2026-01-04T02:42:40.15Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/51/29046e48f693c54e5b7412216d447a1d8362c9653148d98c02cdf65fa733/certifi-2026.10.19-py3-none-any.whl", hash = "sha256:42d35340cc5b9ba78e818ddbff0c5b1c2b779de448a340fd1b989f5fa8670e1b", size = 136464, upload-time = "2026-10-20T02:24:15.072Z" },
 ]

 [[package]]
@@ -301,7 +301,7 @@ wheels = [

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.0"
+version = "4.3.1"
 source = { editable = "." }
 dependencies = [
    { name = "langchain-core" },
@@ -23,6 +23,7 @@ from langgraph_cli.schemas import (
    GraphDef,
    HttpConfig,
    IndexConfig,
+    PriorityConfig,
    SecurityConfig,
    SerdeConfig,
    StoreConfig,
@@ -113,6 +114,7 @@ def add_descriptions_to_schema(schema, cls):
                StoreConfig,
                IndexConfig,
                AuthConfig,
+                PriorityConfig,
                SecurityConfig,
                HttpConfig,
                CorsConfig,
@@ -21,8 +21,8 @@
    "test:all": "yarn test && yarn test:int && yarn lint:langgraph"
  },
  "dependencies": {
-    "@langchain/core": "^1.2.9",
-    "@langchain/langgraph": "^1.4.13"
+    "@langchain/core": "^1.2.13",
+    "@langchain/langgraph": "^1.4.18"
  },
  "resolutions": {
    "@langchain/langgraph-checkpoint": "1.0.4",
@@ -30,21 +30,21 @@
    "@eslint/eslintrc/js-yaml": "4.3.2"
  },
  "devDependencies": {
-    "@eslint/eslintrc": "^3.3.6",
+    "@eslint/eslintrc": "^3.3.7",
    "@eslint/js": "^10.0.1",
    "@tsconfig/recommended": "^1.0.13",
    "@types/jest": "^30.0.0",
-    "@typescript-eslint/eslint-plugin": "^8.68.0",
-    "@typescript-eslint/parser": "^8.68.0",
-    "dotenv": "^17.4.2",
-    "eslint": "^10.9.1",
+    "@typescript-eslint/eslint-plugin": "^8.70.1",
+    "@typescript-eslint/parser": "^8.70.1",
+    "dotenv": "^18.0.4",
+    "eslint": "^10.11.0",
    "eslint-config-prettier": "^10.1.8",
    "eslint-plugin-import": "^2.32.0",
    "eslint-plugin-no-instanceof": "^1.0.1",
    "eslint-plugin-prettier": "^5.5.6",
-    "jest": "^30.5.0",
-    "prettier": "^3.9.6",
-    "ts-jest": "^29.4.12",
+    "jest": "^30.5.2",
+    "prettier": "^3.9.9",
+    "ts-jest": "^29.4.14",
    "typescript": "^7.0.2"
  }
 }
@@ -581,17 +581,17 @@ base64-js@^1.5.1:
  integrity sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==

 brace-expansion@^1.1.7:
-  version "1.1.12"
-  resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-1.1.12.tgz#ab9b454466e5a8cc3a187beaad580412a9c5b843"
-  integrity sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==
+  version "1.1.21"
+  resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-1.1.21.tgz#edf4fab5c64d051aea5a8def49aba1c7522279f3"
+  integrity sha512-9zeA+KLZNNzglF2TPKRQEDyx6Yby7daAkuy8MiPzpXPsYDWi/DRM8jmwUDxokQjYqBpv5DgPiwD4h4ZZSy1Ujw==
  dependencies:
    balanced-match "^1.0.0"
    concat-map "0.0.1"

 brace-expansion@^5.0.8:
-  version "5.0.9"
-  resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-5.0.9.tgz#7c72438809b5fa5babf54199a1f1c281a6984fcf"
-  integrity sha512-ScQ4IuvIEF1TMlP7Zt+vjJ//9zlPb2SDcxWxM3bk8s6t6GGdJ7KO1dCcTidOPJKePW30LE/2cT7wCyPho9/Wxg==
+  version "5.0.12"
+  resolved "https://registry.npmjs.org/brace-expansion/-/brace-expansion-5.0.12.tgz#995fbb4750a77c4d16a7dc942ff2ca6ef8e675ec"
+  integrity sha512-YovQ3rzhaLMIrDjNDMkNS01tea93qhEhG5xy8f6+R0l+dw3Ki+5sCoIoI942iuLZTHWogWktgwVDhU09iNEimQ==
  dependencies:
    balanced-match "^4.0.2"

@@ -1 +1 @@
-__version__ = "0.4.36"
+__version__ = "0.4.40"
@@ -847,6 +847,7 @@ def dev(
        store=config_json.get("store"),
        wait_for_client=wait_for_client,
        auth=config_json.get("auth"),
+        priority=config_json.get("priority"),
        http=config_json.get("http"),
        ui=config_json.get("ui"),
        ui_config=config_json.get("ui_config"),
@@ -442,6 +442,7 @@ def validate_config(
        "store": config.get("store"),
        "auth": config.get("auth"),
        "encryption": config.get("encryption"),
+        "priority": config.get("priority"),
        "http": config.get("http"),
        # Pass through webhooks config so it can be injected into the image
        "webhooks": config.get("webhooks"),
@@ -606,6 +607,19 @@ def validate_config(
                    f"Invalid encryption.path format: '{encryption_conf['path']}'. "
                    "Must be in format './path/to/file.py:attribute_name'"
                )
+    # Validate priority config
+    if priority_conf := config.get("priority"):
+        if "path" in priority_conf:
+            if ":" not in priority_conf["path"]:
+                raise ValueError(
+                    f"Invalid priority.path format: '{priority_conf['path']}'. "
+                    "Must be in format './path/to/file.py:attribute_name'"
+                )
+            if _is_node_graph(priority_conf["path"]):
+                raise ValueError(
+                    "JavaScript priority callbacks are not supported: "
+                    f"'{priority_conf['path']}'. Use a Python file or module instead."
+                )
    if http_conf := config.get("http"):
        if "app" in http_conf:
            if ":" not in http_conf["app"]:
@@ -649,6 +663,7 @@ _KNOWN_CONFIG_KEYS = {
    "store",
    "auth",
    "encryption",
+    "priority",
    "http",
    "webhooks",
    "checkpointer",
@@ -1080,6 +1095,49 @@ def _update_encryption_path(
    )


+def _update_priority_path(
+    config_path: pathlib.Path, config: Config, local_deps: LocalDeps
+) -> None:
+    """Update priority.path to use Docker container paths."""
+    priority_conf = config.get("priority")
+    if not priority_conf or not (path_str := priority_conf.get("path")):
+        return
+
+    module_str, sep, attr_str = path_str.partition(":")
+    if not sep or not module_str.startswith("."):
+        return  # Already validated or absolute path
+
+    resolved = config_path.parent / module_str
+    if not resolved.exists():
+        raise FileNotFoundError(
+            f"Priority file not found: {resolved} (from {path_str})"
+        )
+    if not resolved.is_file():
+        raise IsADirectoryError(f"Priority path must be a file: {resolved}")
+
+    # Check faux packages first (they take precedence)
+    for faux_path, (_, destpath) in local_deps.faux_pkgs.items():
+        if resolved.is_relative_to(faux_path):
+            new_path = f"{destpath}/{resolved.relative_to(faux_path)}:{attr_str}"
+            priority_conf["path"] = new_path
+            return
+
+    # Check real packages
+    for real_path in local_deps.real_pkgs:
+        if resolved.is_relative_to(real_path):
+            new_path = (
+                f"/deps/{real_path.name}/{resolved.relative_to(real_path)}:{attr_str}"
+            )
+            priority_conf["path"] = new_path
+            return
+
+    raise ValueError(
+        f"Priority file '{resolved}' not covered by dependencies.\n"
+        "Add its parent directory to the 'dependencies' array in your config.\n"
+        f"Current dependencies: {config['dependencies']}"
+    )
+
+
 def _update_checkpointer_path(
    config_path: pathlib.Path, config: Config, local_deps: LocalDeps
 ) -> None:
@@ -1213,6 +1271,9 @@ def _build_runtime_env_vars(config: Config) -> list[str]:
    if (encryption_config := config.get("encryption")) is not None:
        env_vars.append(f"ENV LANGGRAPH_ENCRYPTION='{json.dumps(encryption_config)}'")

+    if (priority_config := config.get("priority")) is not None:
+        env_vars.append(f"ENV LANGGRAPH_PRIORITY='{json.dumps(priority_config)}'")
+
    if (http_config := config.get("http")) is not None:
        env_vars.append(f"ENV LANGGRAPH_HTTP='{json.dumps(http_config)}'")

@@ -1380,6 +1441,8 @@ def python_config_to_docker(
    _update_auth_path(config_path, config, local_deps)
    # Rewrite encryption path, so it points to the correct location in the Docker container
    _update_encryption_path(config_path, config, local_deps)
+    # Rewrite priority path, so it points to the correct location in the Docker container
+    _update_priority_path(config_path, config, local_deps)
    # Rewrite checkpointer path, so it points to the correct location in the Docker container
    _update_checkpointer_path(config_path, config, local_deps)
    # Rewrite HTTP app path, so it points to the correct location in the Docker container
@@ -12,7 +12,7 @@ from collections.abc import Callable, Mapping, Sequence
 from contextlib import contextmanager
 from dataclasses import asdict, dataclass, field
 from datetime import datetime, timezone
-from typing import Protocol, TypeVar
+from typing import Generic, Protocol, TypeVar

 import click
 import click.exceptions
@@ -26,7 +26,6 @@ from langgraph_cli.dependency_tracking import find_tracked_packages
 from langgraph_cli.docker import build_docker_image, can_build_locally
 from langgraph_cli.exec import CommandRunner, Runner, subp_exec
 from langgraph_cli.host_backend import (
-    MAX_PAGE_SIZE,
    ControlPlaneEndpoints,
    HostBackendClient,
    HostBackendError,
@@ -183,12 +182,15 @@ class Listener:
        )
        return cls(
            identifier,
-            str(resource.get("compute_id", "")),
+            str(resource.get("compute_id") or ""),
            tuple(str(namespace) for namespace in namespaces)
            if isinstance(namespaces, list)
            else (),
        )

+    def cells(self) -> tuple[str | None, ...]:
+        return (self.id, self.compute_id, ", ".join(self.namespaces))
+

@dataclass(frozen=True, slots=True)
 class Unplaced:
@@ -276,8 +278,6 @@ def _describe_listeners(listeners: Sequence[Listener]) -> str:
    ]
    if len(listeners) > len(shown):
        lines.append(f"  ... and {len(listeners) - len(shown)} more")
-    if len(listeners) == MAX_PAGE_SIZE:
-        lines.append(f"  (only the first {MAX_PAGE_SIZE} listeners were read)")
    return "\n".join(lines)


@@ -499,16 +499,9 @@ def _source_of(resource: object) -> str | None:
 def find_deployment_by_name(
    client: HostBackendClient, name: str
 ) -> ExistingDeployment | None:
-    listed = client.list_deployments(name=name, name_contains=name, limit=MAX_PAGE_SIZE)
-    for resource in listed:
+    for resource in client.list_deployments(name=name, name_contains=name):
        if resource.get("name") == name and resource.get("id"):
            return ExistingDeployment(str(resource["id"]), _source_of(resource))
-    if len(listed) >= MAX_PAGE_SIZE:
-        raise click.ClickException(
-            "This workspace has more deployments than the CLI can search, so it "
-            f"cannot tell whether '{name}' already exists. Pass --deployment-id to "
-            "update an existing deployment."
-        )
    return None


@@ -583,103 +576,96 @@ def _validate_prebuilt_image(
    _get_emitter().info(f"Image is available for {_DEPLOYMENT_PLATFORM}")


-def _extract_deployment_url(deployment: dict[str, object]) -> str:
-    source_config = deployment.get("source_config")
-    if isinstance(source_config, dict):
-        custom_url = source_config.get("custom_url")
-        if isinstance(custom_url, str) and custom_url:
-            return custom_url
-    return "-"
+Resource = Mapping[str, object]
+RowT = TypeVar("RowT")


-def format_deployments_table(deployments: Sequence[dict[str, object]]) -> str:
-    headers = ("Deployment ID", "Deployment Name", "Deployment URL")
-    rows = [
-        (
-            str(deployment.get("id", "-") or "-"),
-            str(deployment.get("name", "-") or "-"),
-            _extract_deployment_url(deployment),
-        )
-        for deployment in deployments
-    ]
-    widths = [
-        max(len(headers[index]), *(len(row[index]) for row in rows))
-        for index in range(len(headers))
-    ]
+@dataclass(frozen=True, slots=True)
+class Table(Generic[RowT]):
+    headers: tuple[str, ...]
+    cells: Callable[[RowT], tuple[str | None, ...]]

-    def format_row(row: Sequence[str]) -> str:
-        return "  ".join(value.ljust(widths[index]) for index, value in enumerate(row))
-
-    lines = [format_row(headers), format_row(tuple("-" * width for width in widths))]
-    lines.extend(format_row(row) for row in rows)
-    return "\n".join(lines)
-
-
-def _extract_listener_namespaces(listener: dict[str, object]) -> str:
-    compute_config = listener.get("compute_config")
-    namespaces = (
-        compute_config.get("k8s_namespaces")
-        if isinstance(compute_config, dict)
-        else None
-    )
-    if isinstance(namespaces, list) and namespaces:
-        return ", ".join(str(namespace) for namespace in namespaces)
-    return "-"
-
-
-def format_listeners_table(listeners: Sequence[dict[str, object]]) -> str:
-    headers = ("Listener ID", "Compute ID", "Namespaces")
-    rows = [
-        (
-            str(listener.get("id", "-") or "-"),
-            str(listener.get("compute_id", "-") or "-"),
-            _extract_listener_namespaces(listener),
-        )
-        for listener in listeners
-    ]
-    widths = [
-        max(len(headers[index]), *(len(row[index]) for row in rows))
-        for index in range(len(headers))
-    ]
-
-    def format_row(row: Sequence[str]) -> str:
-        return "  ".join(value.ljust(widths[index]) for index, value in enumerate(row))
-
-    lines = [format_row(headers), format_row(tuple("-" * width for width in widths))]
-    lines.extend(format_row(row) for row in rows)
-    return "\n".join(lines)
-
-
-def format_revisions_table(revisions: Sequence[dict[str, object]]) -> str:
-    headers = ("Revision ID", "Status", "Created At")
-    latest_deployed_seen = False
-    rows = []
-    for revision in revisions:
-        status = str(revision.get("status", "-") or "-")
-        if status == "DEPLOYED":
-            if latest_deployed_seen:
-                status = "REPLACED"
-            else:
-                latest_deployed_seen = True
-        rows.append(
-            (
-                str(revision.get("id", "-") or "-"),
-                status,
-                str(revision.get("created_at", "-") or "-"),
+    def render(self, rows: Sequence[RowT]) -> str:
+        grid = [
+            self.headers,
+            *(tuple(cell or "-" for cell in self.cells(row)) for row in rows),
+        ]
+        widths = [max(map(len, column)) for column in zip(*grid, strict=True)]
+        rule = tuple("-" * width for width in widths)
+        return "\n".join(
+            "  ".join(
+                cell.ljust(width) for cell, width in zip(line, widths, strict=True)
            )
+            for line in (grid[0], rule, *grid[1:])
        )

-    widths = [
-        max(len(headers[index]), *(len(row[index]) for row in rows))
-        for index in range(len(headers))
+
+def _text(resource: Resource, key: str) -> str | None:
+    value = resource.get(key)
+    return str(value) if value else None
+
+
+def _deployment_url(deployment: Resource) -> str | None:
+    source_config = deployment.get("source_config")
+    custom_url = (
+        source_config.get("custom_url") if isinstance(source_config, Mapping) else None
+    )
+    return custom_url if isinstance(custom_url, str) and custom_url else None
+
+
+def _with_replaced_status(revisions: Sequence[Resource]) -> list[Resource]:
+    live_index = next(
+        (
+            index
+            for index, revision in enumerate(revisions)
+            if revision.get("status") == "DEPLOYED"
+        ),
+        None,
+    )
+    return [
+        {**revision, "status": "REPLACED"}
+        if revision.get("status") == "DEPLOYED" and index != live_index
+        else revision
+        for index, revision in enumerate(revisions)
    ]

-    def format_row(row: Sequence[str]) -> str:
-        return "  ".join(value.ljust(widths[index]) for index, value in enumerate(row))

-    lines = [format_row(headers), format_row(tuple("-" * width for width in widths))]
-    lines.extend(format_row(row) for row in rows)
-    return "\n".join(lines)
+@dataclass(frozen=True, slots=True)
+class DeploymentRow:
+    id: str
+    name: str | None
+    url: str | None
+
+    @classmethod
+    def from_resource(cls, deployment: Resource) -> "DeploymentRow":
+        identifier = _text(deployment, "id")
+        if identifier is None:
+            raise HostBackendError(
+                "The control plane returned a deployment without an id."
+            )
+        return cls(identifier, _text(deployment, "name"), _deployment_url(deployment))
+
+    def cells(self) -> tuple[str | None, ...]:
+        return (self.id, self.name, self.url)
+
+    def as_json(self) -> dict[str, str | None]:
+        return {"id": self.id, "name": self.name}
+
+
+DEPLOYMENTS_TABLE = Table(
+    ("Deployment ID", "Deployment Name", "Deployment URL"), DeploymentRow.cells
+)
+
+LISTENERS_TABLE = Table(("Listener ID", "Compute ID", "Namespaces"), Listener.cells)
+
+REVISIONS_TABLE = Table(
+    ("Revision ID", "Status", "Created At"),
+    lambda revision: (
+        _text(revision, "id"),
+        _text(revision, "status"),
+        _text(revision, "created_at"),
+    ),
+)


 def format_timestamp(ts) -> str:
@@ -841,7 +827,6 @@ def _find_deployment(
            lambda c: c.list_deployments(
                agent_id=selector.agent_id,
                agent_environment=selector.environment,
-                limit=MAX_PAGE_SIZE,
            ),
        )
        if len(existing) > 1:
@@ -1007,20 +992,15 @@ def _print_deployment_result(
    dashboard_label: str,
    status_url: str | None = None,
 ) -> None:
-    """Print final deployment status and raise on failure."""
    em = _get_emitter()
-    dep_info = client.get_deployment(deployment_id)
-    custom_url = None
-    if isinstance(dep_info, dict):
-        sc = dep_info.get("source_config")
-        if isinstance(sc, dict):
-            custom_url = sc.get("custom_url")
+    deployment = client.get_deployment(deployment_id)
+    url = _deployment_url(deployment) if isinstance(deployment, Mapping) else None

    if last_status == "DEPLOYED":
        em.result(
            "succeeded",
            deployment_id=deployment_id,
-            url=custom_url,
+            url=url,
            status_url=status_url,
        )
    elif last_status in ("BUILD_FAILED", "DEPLOY_FAILED", "CREATE_FAILED"):
@@ -1081,6 +1061,8 @@ def _docker_config_for_token(registry_host: str, token: str, username: str):

 _UPLOAD_TIMEOUT_SECONDS = 300
 _BYTES_PER_MIB = 1_048_576
+# Byte range Cloud Storage signs into upload URLs, up to the 200 MB archive limit.
+_GCS_SIZE_RANGE = f"0,{200 * _BYTES_PER_MIB}"


 class _ProgressReader:
@@ -1106,12 +1088,24 @@ class _ProgressReader:
        return self._file_size


-def _upload_to_gcs(signed_url: str, file_path: str, file_size: int) -> None:
-    """Upload tarball to GCS via signed PUT URL with progress display."""
+def _upload_source_tarball(
+    signed_url: str,
+    file_path: str,
+    file_size: int,
+    upload_headers: dict[str, str] | None,
+) -> None:
+    """Upload tarball via signed PUT URL with progress display."""
    import urllib.error
    import urllib.request

    em = _get_emitter()
+    # Control planes that return no `upload_headers` sign for the Cloud Storage
+    # size range. Content-Type is a fallback: without one, urllib sends a form
+    # content type, which breaks signatures that cover it.
+    headers = {
+        "Content-Type": "application/gzip",
+        **(upload_headers or {"X-Goog-Content-Length-Range": _GCS_SIZE_RANGE}),
+    }

    with open(file_path, "rb") as f:
        reader = _ProgressReader(f, file_size, em)
@@ -1119,11 +1113,7 @@ def _upload_to_gcs(signed_url: str, file_path: str, file_size: int) -> None:
            signed_url,
            data=reader,
            method="PUT",
-            headers={
-                "Content-Type": "application/gzip",
-                "Content-Length": str(file_size),
-                "X-Goog-Content-Length-Range": "0,209715200",
-            },
+            headers={**headers, "Content-Length": str(file_size)},
        )
        try:
            urllib.request.urlopen(req, timeout=_UPLOAD_TIMEOUT_SECONDS)
@@ -1443,7 +1433,9 @@ def _run_remote_build(
        step += 1

        _log_deploy_step(step, "Uploading source")
-        _upload_to_gcs(signed_url, archive_path, file_size)
+        _upload_source_tarball(
+            signed_url, archive_path, file_size, upload_data.get("upload_headers")
+        )
    step += 1

    _log_deploy_step(step, "Triggering remote build")
@@ -1560,6 +1552,14 @@ def _resolve_or_create(
            secrets=ctx.secrets,
        )
    except HostBackendError as err:
+        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
        if _needs_a_listener(err):
            raise ListenerRequiredError(
                "The image has to come from a registry you manage, so re-run with "
@@ -2214,7 +2214,7 @@ def _deploy_base_options(
            click.option(
                "--deployment-type",
                type=click.Choice(["serverless", "dedicated", "dev", "prod"]),
-                default="dev",
+                default="serverless",
                show_default=True,
                help=(
                    "Deployment type (used when creating a new deployment): "
@@ -2586,6 +2586,13 @@ def _deploy_cmd(
    default="",
    help="Only show deployments 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.",
+)
@deploy.command("list", help="[Beta] List LangSmith Deployments.")
 def deploy_list(
    api_key: str | None,
@@ -2593,11 +2600,13 @@ def deploy_list(
    name_contains: str,
    agent_id: str | None,
    environment: str | None,
+    json_output: bool,
 ) -> None:
    if agent_id is not None or environment is not None:
        click.secho(
            "Note: --agent-id and --agent-environment flags are in private beta",
            fg="yellow",
+            err=True,
        )
    if agent_id is not None and not agent_id.strip():
        raise click.UsageError("--agent-id must not be empty.")
@@ -2606,15 +2615,19 @@ def deploy_list(
        filters["agent_id"] = agent_id
    if environment is not None:
        filters["agent_environment"] = environment
-    client = _create_host_backend_client(host_url, api_key)
-    deployments = _call_host_backend_with_optional_tenant(
+    client = _create_host_backend_client(host_url, api_key, no_input=json_output)
+    resources = _call_host_backend_with_optional_tenant(
        client,
        lambda c: c.list_deployments(name_contains=name_contains, **filters),
+        no_input=json_output,
    )
-    if not deployments:
+    deployments = [DeploymentRow.from_resource(resource) for resource in resources]
+    if json_output:
+        click.echo(json_mod.dumps([deployment.as_json() for deployment in deployments]))
+    elif not deployments:
        click.echo("No deployments found.")
-        return
-    click.echo(format_deployments_table(deployments))
+    else:
+        click.echo(DEPLOYMENTS_TABLE.render(deployments))


 # ---------------------------------------------------------------------------
@@ -2657,11 +2670,14 @@ def deploy_listeners_list(
    )
    if json_output:
        click.echo(json_mod.dumps(listeners))
-        return
-    if not listeners:
+    elif not listeners:
        click.echo("No listeners found for this workspace.")
-        return
-    click.echo(format_listeners_table(listeners))
+    else:
+        click.echo(
+            LISTENERS_TABLE.render(
+                [Listener.from_resource(listener) for listener in listeners]
+            )
+        )


 # ---------------------------------------------------------------------------
@@ -2704,7 +2720,7 @@ def deploy_revisions_list(
    if not revisions:
        click.echo(f"No revisions found for deployment {deployment_id}.")
        return
-    click.echo(format_revisions_table(revisions))
+    click.echo(REVISIONS_TABLE.render(_with_replaced_status(revisions)))


 # ---------------------------------------------------------------------------
@@ -44,11 +44,8 @@ async def subp_exec(
    on_stdout: Callable[[str], bool | None] | None = None,
 ) -> tuple[str | None, str | None]:
    if verbose:
-        cmd_str = f"+ {cmd} {' '.join(map(str, args))}"
-        if input:
-            print(cmd_str, " <\n", "\n".join(filter(None, input.splitlines())), sep="")
-        else:
-            print(cmd_str)
+        # Never echo stdin: it can carry secrets (docker login --password-stdin).
+        print(f"+ {cmd} {' '.join(map(str, args))}")
    if wait:
        await asyncio.sleep(wait)

@@ -2,6 +2,7 @@

 from __future__ import annotations

+from collections.abc import Mapping
 from dataclasses import dataclass
 from typing import Any, Literal
 from urllib.parse import urlparse
@@ -220,27 +221,51 @@ class HostBackendClient:
        *,
        name: str | None = None,
        name_contains: str | None = None,
-        limit: int | None = None,
        agent_id: str | None = None,
        agent_environment: str | None = None,
-    ) -> list[dict[str, Any]]:
+    ) -> list[dict[str, object]]:
        given = (
            ("name", name),
            ("name_contains", name_contains),
-            ("limit", limit),
            ("agent_id", agent_id),
            ("agent_environment", agent_environment),
        )
-        params = {key: value for key, value in given if value is not None}
-        return _resources(self._request("GET", "/v2/deployments", params=params))
+        filters = {key: value for key, value in given if value is not None}
+        return self._every_page("/v2/deployments", filters)
+
+    def _every_page(
+        self, path: str, filters: Mapping[str, object]
+    ) -> list[dict[str, object]]:
+        resources: list[dict[str, object]] = []
+        seen_ids: set[object] = set()
+        while True:
+            page = _resources(
+                self._request(
+                    "GET",
+                    path,
+                    params={
+                        **filters,
+                        "limit": MAX_PAGE_SIZE,
+                        "offset": len(resources),
+                    },
+                )
+            )
+            page_ids = {resource.get("id") for resource in page}
+            if page_ids and page_ids <= seen_ids:
+                raise HostBackendError(
+                    f"GET {path} returned the same resources again: this control "
+                    "plane ignores 'offset', so the CLI cannot read past the first page."
+                )
+            seen_ids |= page_ids
+            resources.extend(page)
+            if len(page) < MAX_PAGE_SIZE:
+                return resources

    def get_listener(self, listener_id: str) -> dict[str, Any]:
        return self._request("GET", f"/v2/listeners/{listener_id}")

-    def list_listeners(self) -> list[dict[str, Any]]:
-        return _resources(
-            self._request("GET", "/v2/listeners", params={"limit": MAX_PAGE_SIZE})
-        )
+    def list_listeners(self) -> list[dict[str, object]]:
+        return self._every_page("/v2/listeners", {})

    def get_deployment(self, deployment_id: str) -> dict[str, Any]:
        return self._request("GET", f"/v2/deployments/{deployment_id}")
@@ -258,10 +283,13 @@ class HostBackendClient:
        )

    def request_upload_url(self, deployment_id: str) -> dict[str, Any]:
-        """Get a signed GCS URL for uploading the source tarball."""
+        """Get a signed URL for uploading the source tarball."""
+        # Tells the control plane this client sends the returned
+        # `upload_headers` with its upload, which some storage requires.
        return self._request(
            "POST",
            f"/v2/deployments/{deployment_id}/upload-url",
+            {"supports_upload_headers": True},
        )

    def update_deployment(
@@ -373,6 +373,27 @@ class EncryptionConfig(TypedDict, total=False):
    """


+class PriorityConfig(TypedDict, total=False):
+    """Configuration for custom run priority logic.
+
+    Allows you to decide each thread's priority settings with a Python function
+    that the server calls at the first run on a thread with no settings, which
+    can come long after the thread was created."""
+
+    path: str
+    """Required. Path to an instance of the Priority() class that registers an assign function.
+
+    Format: "path/to/file.py:my_priority"
+
+    Example:
+        {
+            "priority": {
+                "path": "./priority.py:my_priority"
+            }
+        }
+    """
+
+
 class CorsConfig(TypedDict, total=False):
    """Specifies Cross-Origin Resource Sharing (CORS) rules for your server.

@@ -753,6 +774,13 @@ class Config(TypedDict, total=False):
    Allows you to implement custom encryption for sensitive data stored in the database.
    """

+    priority: PriorityConfig | None
+    """Optional. Custom run priority config, including the path to your Python priority logic.
+
+    Allows you to decide each thread's priority settings at the first run on a thread with no settings,
+    which can come long after the thread was created.
+    """
+
    http: HttpConfig | None
    """Optional. Configuration for the built-in HTTP server, controlling which custom routes are exposed
    and how cross-origin requests are handled.
@@ -784,6 +812,7 @@ __all__ = [
    "CheckpointerConfig",
    "AuthConfig",
    "EncryptionConfig",
+    "PriorityConfig",
    "HttpConfig",
    "MiddlewareOrders",
    "Distros",
@@ -910,6 +910,7 @@ def python_config_to_docker_uv_lock(
    for section, key in [
        ("auth", "path"),
        ("encryption", "path"),
+        ("priority", "path"),
        ("checkpointer", "path"),
        ("http", "app"),
    ]:
@@ -196,6 +196,17 @@
                }
              ]
            },
+            "priority": {
+              "anyOf": [
+                {
+                  "$ref": "#/$defs/PriorityConfig"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "Optional. Custom run priority config, including the path to your Python priority logic.\n\nAllows you to decide each thread's priority settings at the first run on a thread with no settings,\nwhich can come long after the thread was created.\n"
+            },
            "source": {
              "anyOf": [
                {
@@ -438,6 +449,17 @@
                }
              ]
            },
+            "priority": {
+              "anyOf": [
+                {
+                  "$ref": "#/$defs/PriorityConfig"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "Optional. Custom run priority config, including the path to your Python priority logic.\n\nAllows you to decide each thread's priority settings at the first run on a thread with no settings,\nwhich can come long after the thread was created.\n"
+            },
            "source": {
              "$ref": "#/$defs/UvSource"
            },
@@ -666,6 +688,17 @@
                }
              ]
            },
+            "priority": {
+              "anyOf": [
+                {
+                  "$ref": "#/$defs/PriorityConfig"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "Optional. Custom run priority config, including the path to your Python priority logic.\n\nAllows you to decide each thread's priority settings at the first run on a thread with no settings,\nwhich can come long after the thread was created.\n"
+            },
            "source": {
              "anyOf": [
                {
@@ -1170,6 +1203,18 @@
      },
      "required": []
    },
+    "PriorityConfig": {
+      "title": "PriorityConfig",
+      "description": "Configuration for custom run priority logic.\n\nAllows you to decide each thread's priority settings with a Python function\nthat the server calls at the first run on a thread with no settings, which\ncan come long after the thread was created.",
+      "type": "object",
+      "properties": {
+        "path": {
+          "type": "string",
+          "description": "Required. Path to an instance of the Priority() class that registers an assign function.\n"
+        }
+      },
+      "required": []
+    },
    "UvSource": {
      "title": "UvSource",
      "description": "Deployment source rooted at a uv project or workspace.",
@@ -196,6 +196,17 @@
                }
              ]
            },
+            "priority": {
+              "anyOf": [
+                {
+                  "$ref": "#/$defs/PriorityConfig"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "Optional. Custom run priority config, including the path to your Python priority logic.\n\nAllows you to decide each thread's priority settings at the first run on a thread with no settings,\nwhich can come long after the thread was created.\n"
+            },
            "source": {
              "anyOf": [
                {
@@ -438,6 +449,17 @@
                }
              ]
            },
+            "priority": {
+              "anyOf": [
+                {
+                  "$ref": "#/$defs/PriorityConfig"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "Optional. Custom run priority config, including the path to your Python priority logic.\n\nAllows you to decide each thread's priority settings at the first run on a thread with no settings,\nwhich can come long after the thread was created.\n"
+            },
            "source": {
              "$ref": "#/$defs/UvSource"
            },
@@ -666,6 +688,17 @@
                }
              ]
            },
+            "priority": {
+              "anyOf": [
+                {
+                  "$ref": "#/$defs/PriorityConfig"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "Optional. Custom run priority config, including the path to your Python priority logic.\n\nAllows you to decide each thread's priority settings at the first run on a thread with no settings,\nwhich can come long after the thread was created.\n"
+            },
            "source": {
              "anyOf": [
                {
@@ -1170,6 +1203,18 @@
      },
      "required": []
    },
+    "PriorityConfig": {
+      "title": "PriorityConfig",
+      "description": "Configuration for custom run priority logic.\n\nAllows you to decide each thread's priority settings with a Python function\nthat the server calls at the first run on a thread with no settings, which\ncan come long after the thread was created.",
+      "type": "object",
+      "properties": {
+        "path": {
+          "type": "string",
+          "description": "Required. Path to an instance of the Priority() class that registers an assign function.\n"
+        }
+      },
+      "required": []
+    },
    "UvSource": {
      "title": "UvSource",
      "description": "Deployment source rooted at a uv project or workspace.",
@@ -2,10 +2,12 @@ import json
 import pathlib
 import re
 import shutil
+import sys
 import tempfile
 import textwrap
 from contextlib import contextmanager
 from pathlib import Path
+from unittest.mock import MagicMock

 import click
 from click.testing import CliRunner
@@ -371,6 +373,32 @@ def test_dev_command_requires_ssl_certfile_and_keyfile_together(tmp_path) -> Non
    assert "Both --ssl-certfile and --ssl-keyfile must be provided" in result.output


+def test_dev_command_passes_priority_to_the_server(tmp_path, monkeypatch) -> None:
+    config_path = tmp_path / "langgraph.json"
+    config_path.write_text(
+        json.dumps(
+            {
+                "dependencies": ["."],
+                "graphs": {"agent": "./agent.py:graph"},
+                "priority": {"path": "./priority.py:priority"},
+            }
+        ),
+        encoding="utf-8",
+    )
+    # The test environment doesn't install langgraph-api, so stand in for its server.
+    server = MagicMock()
+    monkeypatch.setitem(sys.modules, "langgraph_api.cli", server)
+    # dev appends the working directory and its dependencies to sys.path.
+    monkeypatch.setattr(sys, "path", list(sys.path))
+
+    result = CliRunner().invoke(cli, ["dev", "--config", str(config_path)])
+
+    assert result.exit_code == 0, result.output
+    assert server.run_server.call_args.kwargs["priority"] == {
+        "path": "./priority.py:priority"
+    }
+
+
 def test_deploy_list_command(monkeypatch) -> None:
    runner = CliRunner()
    captured: dict[str, str] = {}
@@ -454,6 +482,177 @@ def test_deploy_list_command_no_results(monkeypatch) -> None:
    assert result.output.strip() == "No deployments found."


+def test_deploy_list_prints_an_aligned_table(monkeypatch) -> None:
+    class FakeClient:
+        def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
+            pass
+
+        def list_deployments(self, name_contains: str = ""):
+            return [
+                {
+                    "id": "dep-123",
+                    "name": "alpha",
+                    "source_config": {"custom_url": "https://alpha.example.com"},
+                },
+                {"id": "dep-4567", "name": "beta-agent", "source_config": {}},
+            ]
+
+    monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
+
+    result = CliRunner().invoke(
+        cli,
+        [
+            "deploy",
+            "list",
+            "--api-key",
+            "test-key",
+            "--host-url",
+            "https://api.example.com",
+        ],
+    )
+
+    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       -                        ",
+    ]
+
+
+def _deploy_list_json(
+    monkeypatch, deployments: list[dict], *extra_args: str
+) -> click.testing.Result:
+    class FakeClient:
+        def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
+            pass
+
+        def list_deployments(
+            self,
+            name_contains: str = "",
+            agent_id: str | None = None,
+            agent_environment: str | None = None,
+        ):
+            return deployments
+
+    monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
+    return CliRunner().invoke(
+        cli,
+        [
+            "deploy",
+            "list",
+            "--json",
+            "--api-key",
+            "test-key",
+            "--host-url",
+            "https://api.example.com",
+            *extra_args,
+        ],
+    )
+
+
+def test_deploy_list_command_json(monkeypatch) -> None:
+    result = _deploy_list_json(
+        monkeypatch,
+        [
+            {
+                "id": "dep-123",
+                "name": "alpha",
+                "source_config": {"custom_url": "https://alpha.example.com"},
+            },
+            {"id": "dep-456", "name": "beta", "source_config": {}},
+        ],
+    )
+
+    assert result.exit_code == 0, result.output
+    assert json.loads(result.stdout) == [
+        {"id": "dep-123", "name": "alpha"},
+        {"id": "dep-456", "name": "beta"},
+    ]
+
+
+def test_deploy_list_json_never_prints_deployment_secrets(monkeypatch) -> None:
+    result = _deploy_list_json(
+        monkeypatch,
+        [
+            {
+                "id": "dep-123",
+                "name": "alpha",
+                "source_config": {"custom_url": None},
+                "secrets": [{"name": "OPENAI_API_KEY", "value": "sk-plain-value"}],
+            }
+        ],
+    )
+
+    assert result.exit_code == 0, result.output
+    assert "sk-plain-value" not in result.output
+    assert json.loads(result.stdout) == [{"id": "dep-123", "name": "alpha"}]
+
+
+def test_deploy_list_command_json_no_results(monkeypatch) -> None:
+    result = _deploy_list_json(monkeypatch, [])
+
+    assert result.exit_code == 0, result.output
+    assert json.loads(result.stdout) == []
+
+
+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
+
+
+def test_deploy_list_json_keeps_the_agent_note_off_stdout(monkeypatch) -> None:
+    result = _deploy_list_json(
+        monkeypatch,
+        [{"id": "dep-123", "name": "alpha"}],
+        "--agent-id",
+        "customer-support",
+        "--agent-environment",
+        "staging",
+    )
+
+    assert result.exit_code == 0, result.output
+    assert json.loads(result.stdout) == [{"id": "dep-123", "name": "alpha"}]
+    assert "private beta" in result.stderr
+
+
+def test_deploy_list_json_never_prompts_for_a_workspace(monkeypatch) -> None:
+    class FakeClient:
+        def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
+            pass
+
+        def list_deployments(self, name_contains: str = ""):
+            raise HostBackendError("requires workspace specification", status_code=403)
+
+        def set_tenant(self, tenant_id: str) -> None:
+            raise AssertionError("must not retry with a prompted tenant with --json")
+
+    monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
+    prompt_calls = []
+    monkeypatch.setattr(
+        click, "prompt", lambda *a, **k: prompt_calls.append((a, k)) or "unreachable"
+    )
+
+    result = CliRunner().invoke(
+        cli,
+        [
+            "deploy",
+            "list",
+            "--json",
+            "--api-key",
+            "test-key",
+            "--host-url",
+            "https://api.example.com",
+        ],
+    )
+
+    assert prompt_calls == []
+    assert result.exit_code != 0
+    assert "LANGSMITH_TENANT_ID" in result.output
+
+
 def test_deploy_listeners_list_command(monkeypatch) -> None:
    runner = CliRunner()
    captured: dict[str, str] = {}
@@ -536,6 +735,84 @@ def test_deploy_listeners_list_command_no_results(monkeypatch) -> None:
    assert result.output.strip() == "No listeners found for this workspace."


+def test_deploy_listeners_list_prints_an_aligned_table(monkeypatch) -> None:
+    class FakeClient:
+        def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
+            pass
+
+        def list_listeners(self):
+            return [
+                {
+                    "id": "listener-1",
+                    "compute_id": "prod-cluster",
+                    "compute_config": {"k8s_namespaces": ["agents"]},
+                },
+                {
+                    "id": "listener-22",
+                    "compute_id": "multi",
+                    "compute_config": {"k8s_namespaces": ["agents", "agents-staging"]},
+                },
+                {"id": "listener-3", "compute_id": "", "compute_config": {}},
+                {
+                    "id": "listener-4",
+                    "compute_id": None,
+                    "compute_config": {"k8s_namespaces": ["agents"]},
+                },
+            ]
+
+    monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
+
+    result = CliRunner().invoke(
+        cli,
+        [
+            "deploy",
+            "listeners",
+            "list",
+            "--api-key",
+            "test-key",
+            "--host-url",
+            "https://api.example.com",
+        ],
+    )
+
+    assert result.exit_code == 0, result.output
+    assert result.output.splitlines() == [
+        "Listener ID  Compute ID    Namespaces            ",
+        "-----------  ------------  ----------------------",
+        "listener-1   prod-cluster  agents                ",
+        "listener-22  multi         agents, agents-staging",
+        "listener-3   -             -                     ",
+        "listener-4   -             agents                ",
+    ]
+
+
+def test_deploy_listeners_list_rejects_a_listener_without_an_id(monkeypatch) -> None:
+    class FakeClient:
+        def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
+            pass
+
+        def list_listeners(self):
+            return [{"compute_id": "prod-cluster"}]
+
+    monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
+
+    result = CliRunner().invoke(
+        cli,
+        [
+            "deploy",
+            "listeners",
+            "list",
+            "--api-key",
+            "test-key",
+            "--host-url",
+            "https://api.example.com",
+        ],
+    )
+
+    assert result.exit_code != 0
+    assert "listener without an id" in result.output
+
+
 def test_deploy_listeners_list_command_json(monkeypatch) -> None:
    runner = CliRunner()

@@ -738,6 +1015,54 @@ def test_deploy_revisions_list_command_no_results(monkeypatch) -> None:
    assert result.output.strip() == "No revisions found for deployment dep-123."


+def test_deploy_revisions_list_marks_older_deployed_revisions_as_replaced(
+    monkeypatch,
+) -> None:
+    class FakeClient:
+        def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
+            pass
+
+        def list_revisions(self, deployment_id: str, limit: int = 1):
+            return [
+                {
+                    "id": "rev-3",
+                    "status": "DEPLOYING",
+                    "created_at": "2026-10-20T10:00:00Z",
+                },
+                {
+                    "id": "rev-2",
+                    "status": "DEPLOYED",
+                    "created_at": "2026-10-19T10:00:00Z",
+                },
+                {"id": "rev-1", "status": "DEPLOYED", "created_at": None},
+            ]
+
+    monkeypatch.setattr(deploy_module, "HostBackendClient", FakeClient)
+
+    result = CliRunner().invoke(
+        cli,
+        [
+            "deploy",
+            "revisions",
+            "list",
+            "--api-key",
+            "test-key",
+            "--host-url",
+            "https://api.example.com",
+            "dep-123",
+        ],
+    )
+
+    assert result.exit_code == 0, result.output
+    assert result.output.splitlines() == [
+        "Revision ID  Status     Created At          ",
+        "-----------  ---------  --------------------",
+        "rev-3        DEPLOYING  2026-10-20T10:00:00Z",
+        "rev-2        DEPLOYED   2026-10-19T10:00:00Z",
+        "rev-1        REPLACED   -                   ",
+    ]
+
+
 def test_deploy_revisions_list_command_with_explicit_limit(monkeypatch) -> None:
    runner = CliRunner()
    captured: dict[str, str] = {}
@@ -96,6 +96,7 @@ class ControlPlaneDouble:
    existing_deployments: list[dict] = field(default_factory=list)
    push_token_status: int = 200
    push_token_extra: dict = field(default_factory=dict)
+    upload_url_extra: dict = field(default_factory=dict)
    create_error: str | None = None
    listeners: list[dict] = field(default_factory=list)
    listeners_by_id: dict[str, dict] = field(default_factory=dict)
@@ -111,7 +112,11 @@ class ControlPlaneDouble:
    def _respond(self, request: httpx.Request) -> httpx.Response:
        method, path = request.method, request.url.path
        if (method, path) == ("GET", "/v2/listeners"):
-            return httpx.Response(200, json={"resources": self.listeners})
+            offset = int(request.url.params.get("offset", 0))
+            limit = int(request.url.params.get("limit", 20))
+            return httpx.Response(
+                200, json={"resources": self.listeners[offset : offset + limit]}
+            )
        if method == "GET" and path.startswith("/v2/listeners/"):
            listener_id = path.rsplit("/", 1)[-1]
            if not _looks_like_a_uuid(listener_id):
@@ -159,7 +164,12 @@ class ControlPlaneDouble:
            )
        if path.endswith("/upload-url"):
            return httpx.Response(
-                200, json={"upload_url": SIGNED_UPLOAD_URL, "object_path": OBJECT_PATH}
+                200,
+                json={
+                    "upload_url": SIGNED_UPLOAD_URL,
+                    "object_path": OBJECT_PATH,
+                    **self.upload_url_extra,
+                },
            )
        if method == "PATCH":
            return httpx.Response(200, json={"tenant_id": "tenant-1"})
@@ -276,7 +286,7 @@ class DeployProject:
    control_plane: ControlPlaneDouble
    docker: DockerDouble
    timeline: list[str]
-    uploads: list[tuple[str, str, int]]
+    uploads: list[tuple[str, str, int, dict[str, str] | None]]

    def run(self, *args: str, host_url: str = CONTROL_PLANE_URL) -> Result:
        return CliRunner().invoke(
@@ -313,16 +323,21 @@ def deploy_project(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> DeployPro
    timeline: list[str] = []
    control_plane = ControlPlaneDouble(timeline)
    docker = DockerDouble(timeline)
-    uploads: list[tuple[str, str, int]] = []
+    uploads: list[tuple[str, str, int, dict[str, str] | None]] = []

    @contextmanager
    def fake_create_archive(config_path: Path, config: dict) -> Iterator[tuple]:
        timeline.append("create_archive")
        yield ARCHIVE

-    def fake_upload(signed_url: str, file_path: str, file_size: int) -> None:
+    def fake_upload(
+        signed_url: str,
+        file_path: str,
+        file_size: int,
+        upload_headers: dict[str, str] | None,
+    ) -> None:
        timeline.append("upload_archive")
-        uploads.append((signed_url, file_path, file_size))
+        uploads.append((signed_url, file_path, file_size, upload_headers))

    monkeypatch.setattr(deploy_module, "_no_input", False)
    monkeypatch.setattr(deploy_module, "_emitter", None)
@@ -340,10 +355,48 @@ def deploy_project(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> DeployPro
    )
    monkeypatch.setattr(deploy_module.platform, "machine", lambda: "x86_64")
    monkeypatch.setattr(archive_module, "create_archive", fake_create_archive)
-    monkeypatch.setattr(deploy_module, "_upload_to_gcs", fake_upload)
+    monkeypatch.setattr(deploy_module, "_upload_source_tarball", fake_upload)
    return DeployProject(control_plane, docker, timeline, uploads)


+@pytest.mark.parametrize("build_mode", ["--no-remote", "--remote"])
+@pytest.mark.parametrize(
+    ("detail", "expects_dev_hint"),
+    [
+        ("Scale to zero deployments are not supported in AWS environments", True),
+        ("No eligible cluster is currently available to host this deployment.", False),
+    ],
+)
+def test_create_failure_preserves_backend_error_and_only_hints_for_aws_rejection(
+    deploy_project: DeployProject, build_mode: str, detail: str, expects_dev_hint: bool
+) -> None:
+    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 ("Use --deployment-type dev instead." in result.output) is expects_dev_hint
+    assert deploy_project.control_plane.bodies[CREATE_DEPLOYMENT]["source_config"] == {
+        "deployment_type": "dev_zero"
+    }
+    assert deploy_project.timeline == [LIST_DEPLOYMENTS, CREATE_DEPLOYMENT]
+
+
+@pytest.mark.parametrize("build_mode", ["--no-remote", "--remote"])
+def test_aws_serverless_creation_succeeds_when_backend_accepts_it(
+    deploy_project: DeployProject, build_mode: str
+) -> None:
+    result = deploy_project.run(
+        build_mode, host_url="https://aws.api.host.langchain.com"
+    )
+
+    assert result.exit_code == 0, result.output
+    assert deploy_project.control_plane.bodies[CREATE_DEPLOYMENT]["source_config"] == {
+        "deployment_type": "dev_zero"
+    }
+
+
 def test_first_local_deploy_creates_then_builds_pushes_and_updates_in_order(
    deploy_project: DeployProject,
 ) -> None:
@@ -386,15 +439,20 @@ def test_deployment_type_aliases(
    }


-def test_first_local_deploy_creates_an_internal_docker_deployment(
-    deploy_project: DeployProject,
+@pytest.mark.parametrize(
+    ("build_mode", "source"),
+    [("--no-remote", "internal_docker"), ("--remote", "internal_source")],
+)
+def test_first_deploy_defaults_to_serverless(
+    deploy_project: DeployProject, build_mode: str, source: str
 ) -> None:
-    deploy_project.run("--no-remote")
+    result = deploy_project.run(build_mode)

+    assert result.exit_code == 0, result.output
    assert deploy_project.control_plane.bodies[CREATE_DEPLOYMENT] == {
        "name": "my-app",
-        "source": "internal_docker",
-        "source_config": {"deployment_type": "dev"},
+        "source": source,
+        "source_config": {"deployment_type": "dev_zero"},
        "source_revision_config": {},
        "secrets": [],
    }
@@ -656,6 +714,9 @@ def test_deployment_not_created_by_the_cli_gets_an_actionable_error(
 def test_remote_build_creates_an_internal_source_deployment_and_uploads_the_archive(
    deploy_project: DeployProject,
 ) -> None:
+    upload_headers = {"Content-Type": "application/gzip", "x-ms-blob-type": "BlockBlob"}
+    deploy_project.control_plane.upload_url_extra = {"upload_headers": upload_headers}
+
    result = deploy_project.run("--remote", "--install-command", "yarn install")

    assert result.exit_code == 0, result.output
@@ -670,7 +731,12 @@ def test_remote_build_creates_an_internal_source_deployment_and_uploads_the_arch
    assert deploy_project.control_plane.bodies[CREATE_DEPLOYMENT]["source"] == (
        "internal_source"
    )
-    assert deploy_project.uploads == [(SIGNED_UPLOAD_URL, ARCHIVE[0], ARCHIVE[1])]
+    assert deploy_project.control_plane.bodies[_upload_url(CREATED_ID)] == {
+        "supports_upload_headers": True
+    }
+    assert deploy_project.uploads == [
+        (SIGNED_UPLOAD_URL, ARCHIVE[0], ARCHIVE[1], upload_headers)
+    ]
    assert deploy_project.control_plane.bodies[_patch(CREATED_ID)] == {
        "revision_source": "internal_source",
        "source_revision_config": {
@@ -1245,14 +1311,16 @@ def test_listener_flags_without_push_to_make_no_call_at_all(
    assert deploy_project.timeline == []


-def test_a_truncated_listener_page_says_so(deploy_project: DeployProject) -> None:
+def test_listeners_beyond_the_first_page_are_counted(
+    deploy_project: DeployProject,
+) -> None:
    deploy_project.control_plane.listeners = [
        {
            "id": str(uuid.UUID(int=index)),
            "compute_id": "cluster",
            "compute_config": {"k8s_namespaces": ["agents"]},
        }
-        for index in range(100)
+        for index in range(101)
    ]

    result = deploy_project.run(
@@ -1260,7 +1328,8 @@ def test_a_truncated_listener_page_says_so(deploy_project: DeployProject) -> Non
    )

    assert result.exit_code != 0
-    assert "first 100" in result.output
+    assert "... and 91 more" in result.output
+    assert "first 100" not in result.output


 def test_a_managed_build_in_a_listener_workspace_points_at_push_to(
@@ -16,6 +16,7 @@ from langgraph_cli.config import (
    config_to_docker,
    default_base_image,
    docker_tag,
+    get_unknown_keys,
    has_disallowed_build_command_content,
    validate_config,
    validate_config_file,
@@ -155,6 +156,7 @@ def test_validate_config():
        "store": None,
        "auth": None,
        "encryption": None,
+        "priority": None,
        "webhooks": None,
        "checkpointer": None,
        "http": None,
@@ -184,6 +186,7 @@ def test_validate_config():
        "store": None,
        "auth": None,
        "encryption": None,
+        "priority": None,
        "webhooks": None,
        "checkpointer": None,
        "http": None,
@@ -1289,6 +1292,109 @@ def test_config_to_docker_python_encryption_formatted():
    )


+@pytest.mark.parametrize(
+    "path", ["./priority.py:priority", "my_package.priority:priority"]
+)
+def test_config_to_docker_python_priority(path: str):
+    # Test that priority config is kept by validation and isn't an unknown key
+    raw_config = {
+        "python_version": "3.11",
+        "graphs": {"agent": "./agent.py:graph"},
+        "dependencies": ["."],
+        "priority": {"path": path},
+    }
+    validated = validate_config(raw_config)
+
+    assert validated["priority"] == {"path": path}
+    assert get_unknown_keys(raw_config) == []
+
+
+def test_config_to_docker_python_priority_bad_path():
+    # Test that invalid priority path format raises ValueError
+    with pytest.raises(ValueError, match="Invalid priority.path format"):
+        validate_config(
+            {
+                "python_version": "3.11",
+                "graphs": {"agent": "./agent.py:graph"},
+                "dependencies": ["."],
+                "priority": {"path": "./priority.py"},  # Missing :attribute
+            }
+        )
+
+
+@pytest.mark.parametrize("ext", [".ts", ".mts", ".cts", ".js", ".mjs", ".cjs"])
+def test_config_to_docker_python_priority_js_path(ext: str):
+    # Test that a JavaScript priority path is rejected
+    with pytest.raises(ValueError, match="JavaScript priority callbacks"):
+        validate_config(
+            {
+                "python_version": "3.11",
+                "graphs": {"agent": "./agent.py:graph"},
+                "dependencies": ["."],
+                "priority": {"path": f"./priority{ext}:priority"},
+            }
+        )
+
+
+def test_config_to_docker_nodejs_priority():
+    # Test that a Node.js-only project can name a Python priority file
+    actual_docker_stdin, _ = config_to_docker(
+        PATH_TO_CONFIG,
+        validate_config(
+            {
+                "node_version": "20",
+                "graphs": {"agent": "./graphs/agent.js:graph"},
+                "priority": {"path": "./priority.py:priority"},
+            }
+        ),
+        base_image="langchain/langgraphjs-api",
+    )
+    assert (
+        """ENV LANGGRAPH_PRIORITY='{"path": "./priority.py:priority"}'"""
+        in actual_docker_stdin
+    )
+
+
+def test_config_to_docker_python_priority_formatted():
+    # Test that priority config is written to the Docker output with its container path
+    actual_docker_stdin, _ = config_to_docker(
+        PATH_TO_CONFIG,
+        validate_config(
+            {
+                "python_version": "3.11",
+                "dependencies": ["."],
+                "graphs": {"agent": "./graphs/agent.py:graph"},
+                "priority": {"path": "./agent.py:my_priority"},
+            }
+        ),
+        base_image="langchain/langgraph-api",
+    )
+    assert (
+        "ENV LANGGRAPH_PRIORITY="
+        """'{"path": "/deps/outer-unit_tests/unit_tests/agent.py:my_priority"}'"""
+        in actual_docker_stdin
+    )
+
+
+def test_config_to_docker_python_priority_not_in_dependencies():
+    # Test that a priority file outside the dependencies raises ValueError
+    with pytest.raises(
+        ValueError, match="Priority file .* not covered by dependencies"
+    ):
+        config_to_docker(
+            PATH_TO_CONFIG,
+            validate_config(
+                {
+                    "python_version": "3.11",
+                    "dependencies": ["./graphs"],
+                    "graphs": {"agent": "./graphs/agent.py:graph"},
+                    "priority": {"path": "./agent.py:my_priority"},
+                }
+            ),
+            base_image="langchain/langgraph-api",
+        )
+
+
 def test_config_to_docker_nodejs_internal_docker_tag():
    graphs = {"agent": "./graphs/agent.js:graph"}
    actual_docker_stdin, additional_contexts = config_to_docker(
@@ -1731,6 +1837,38 @@ def test_config_to_docker_uv_lock_honors_root_workspace_sources():
        )


+def test_config_to_docker_uv_lock_rewrites_priority_path():
+    with tempfile.TemporaryDirectory() as tmpdir:
+        tmpdir_path = pathlib.Path(tmpdir)
+        project_root, config_path = _write_uv_lock_workspace(
+            tmpdir_path,
+            agent_sources="[tool.uv.sources]\nshared = { workspace = true }",
+        )
+        (project_root / "libs" / "shared" / "src" / "shared" / "priority.py").touch()
+
+        config = validate_config(
+            {
+                "python_version": "3.11",
+                "graphs": {
+                    "agent": "../../apps/agent/src/agent/graph.py:graph",
+                },
+                "source": {"kind": "uv", "root": "../..", "package": "agent"},
+                "priority": {
+                    "path": "../../libs/shared/src/shared/priority.py:priority"
+                },
+            }
+        )
+        docker, _ = config_to_docker(
+            config_path, config, base_image="langchain/langgraph-api:0.2.47"
+        )
+
+        assert (
+            "ENV LANGGRAPH_PRIORITY="
+            """'{"path": "/deps/workspace/libs/shared/src/shared/priority.py:priority"}'"""
+            in docker
+        )
+
+
 def test_config_to_docker_uv_lock_ignores_unrelated_workspace_package_sources():
    with tempfile.TemporaryDirectory() as tmpdir:
        tmpdir_path = pathlib.Path(tmpdir)
@@ -75,6 +75,7 @@ def test_agent_create(deployment_api, tmp_path, monkeypatch):
        "agent_id": "customer-support",
        "agent_environment": "staging",
        "limit": "100",
+        "offset": "0",
    }
    payload = json.loads(requests[1].content)
    assert payload["agent"] == {
@@ -33,6 +33,7 @@ from langgraph_cli.deploy import (
    _Emitter,
    _env_without_deployment_name,
    _parse_env_from_config,
+    _print_deployment_result,
    _resolve_env_path,
    _resolve_pushed_image_digest,
    _resource_spec,
@@ -536,6 +537,39 @@ class TestEmitterTextMode:
        assert "URL: https://app.test" in lines


+@pytest.mark.parametrize(
+    ("deployment", "expected_url_lines"),
+    [
+        pytest.param(
+            {
+                "id": "dep-1",
+                "source_config": {"custom_url": "https://agent.example.com"},
+            },
+            ["URL: https://agent.example.com"],
+            id="custom_url_is_printed",
+        ),
+        pytest.param(
+            {"id": "dep-1", "source_config": {}}, [], id="no_custom_url_no_line"
+        ),
+    ],
+)
+def test_a_deployed_result_prints_the_deployment_url(
+    capsys, monkeypatch, deployment, expected_url_lines
+):
+    class FakeClient:
+        def get_deployment(self, deployment_id: str) -> dict:
+            return deployment
+
+    monkeypatch.setattr(deploy_mod, "_emitter", None)
+
+    _print_deployment_result(
+        FakeClient(), "dep-1", "DEPLOYED", dashboard_label="Deployment dashboard"
+    )
+
+    lines = [line.strip() for line in capsys.readouterr().out.splitlines()]
+    assert [line for line in lines if line.startswith("URL:")] == expected_url_lines
+
+
 # ---------------------------------------------------------------------------
 # --no-input guard on _create_host_backend_client
 # ---------------------------------------------------------------------------
@@ -1210,6 +1244,7 @@ def test_finding_a_deployment_by_name_narrows_the_search_for_every_server_versio
        "name": "agent",
        "name_contains": "agent",
        "limit": "100",
+        "offset": "0",
    }
    assert found == ExistingDeployment("dep-1", "github")

@@ -1237,20 +1272,29 @@ def test_a_server_that_ignores_the_exact_name_filter_never_matches_another_deplo
    assert find_deployment_by_name(client, "brand-new-agent") is None


-def test_a_full_page_without_a_match_refuses_to_claim_the_name_is_free():
-    page = [
-        {"id": f"dep-{index}", "name": f"other-agent-{index}"} for index in range(100)
-    ]
-    client = HostBackendClient(
-        "https://api.example.com",
-        "key",
-        transport=httpx.MockTransport(
-            lambda req: httpx.Response(200, json={"resources": page})
+def test_a_deployment_beyond_the_first_page_is_found_by_name():
+    deployments = [
+        *(
+            {"id": f"dep-{index}", "name": f"other-agent-{index}"}
+            for index in range(100)
        ),
+        {"id": "dep-target", "name": "agent", "source": "external_docker"},
+    ]
+
+    def handler(req: httpx.Request) -> httpx.Response:
+        offset = int(req.url.params["offset"])
+        limit = int(req.url.params["limit"])
+        return httpx.Response(
+            200, json={"resources": deployments[offset : offset + limit]}
+        )
+
+    client = HostBackendClient(
+        "https://api.example.com", "key", transport=httpx.MockTransport(handler)
    )

-    with pytest.raises(click.ClickException, match="--deployment-id"):
-        find_deployment_by_name(client, "brand-new-agent")
+    assert find_deployment_by_name(client, "agent") == ExistingDeployment(
+        "dep-target", "external_docker"
+    )


 def test_a_partial_page_without_a_match_means_the_name_is_free():
@@ -1414,3 +1458,59 @@ class TestPlacementOnAKnownListener:
    def test_refuses_and_names_the_namespaces(self, request_, listener, message):
        with pytest.raises(click.UsageError, match=message):
            request_.on(listener)
+
+
+DEFAULT_UPLOAD_HEADERS = {
+    "content-type": "application/gzip",
+    "content-length": "7",
+    "x-goog-content-length-range": "0,209715200",
+}
+
+
+@pytest.mark.parametrize(
+    ("upload_headers", "expected"),
+    [
+        pytest.param(None, DEFAULT_UPLOAD_HEADERS, id="missing_sends_defaults"),
+        pytest.param({}, DEFAULT_UPLOAD_HEADERS, id="empty_sends_defaults"),
+        pytest.param(
+            {
+                "content-type": "application/x-gzip",
+                "x-ms-blob-type": "BlockBlob",
+                "content-length": "1",
+            },
+            {
+                "content-type": "application/x-gzip",
+                "x-ms-blob-type": "BlockBlob",
+                "content-length": "7",
+            },
+            id="returned_headers_replace_defaults",
+        ),
+        pytest.param(
+            {"x-ms-blob-type": "BlockBlob"},
+            {
+                "content-type": "application/gzip",
+                "x-ms-blob-type": "BlockBlob",
+                "content-length": "7",
+            },
+            id="returned_headers_keep_a_content_type",
+        ),
+    ],
+)
+def test_source_upload_sends_the_headers_the_signed_url_requires(
+    tmp_path, mocker, upload_headers, expected
+):
+    archive = tmp_path / "source.tar.gz"
+    archive.write_bytes(b"tarball")
+    sent = []
+    mocker.patch(
+        "langgraph_cli.deploy._get_emitter", return_value=MagicMock(json_mode=True)
+    )
+    mocker.patch(
+        "urllib.request.urlopen", side_effect=lambda req, timeout: sent.append(req)
+    )
+
+    deploy_mod._upload_source_tarball(
+        "https://storage.example/signed", str(archive), 7, upload_headers
+    )
+
+    assert {name.lower(): value for name, value in sent[0].header_items()} == expected
@@ -0,0 +1,17 @@
+import sys
+
+from langgraph_cli.exec import subp_exec
+
+
+async def test_verbose_prints_command_but_not_stdin(capsys):
+    await subp_exec(
+        sys.executable,
+        "-c",
+        "import sys; sys.stdin.read()",
+        input="registry-push-token\n",
+        verbose=True,
+    )
+
+    out = capsys.readouterr().out
+    assert out.startswith(f"+ {sys.executable} -c"), out
+    assert "registry-push-token" not in out, out
@@ -575,7 +575,7 @@ def test_list_listeners_asks_for_a_full_page():
    )

    assert c.list_listeners() == [{"id": "listener-1"}]
-    assert seen["url"] == "https://api.example.com/v2/listeners?limit=100"
+    assert seen["url"] == "https://api.example.com/v2/listeners?limit=100&offset=0"


@pytest.mark.parametrize(
@@ -602,29 +602,30 @@ def test_is_cloud_recognises_the_managed_control_plane(control_plane_url, expect
    assert endpoints.is_cloud is expected


+FIRST_PAGE = {"limit": "100", "offset": "0"}
+
+
@pytest.mark.parametrize(
    ("call", "expected_params"),
    [
        pytest.param(
            lambda c: c.list_deployments(name="agent"),
-            {"name": "agent"},
+            {"name": "agent", **FIRST_PAGE},
            id="exact_name_filters_server_side",
        ),
        pytest.param(
            lambda c: c.list_deployments(name_contains="age"),
-            {"name_contains": "age"},
+            {"name_contains": "age", **FIRST_PAGE},
            id="substring_search_keeps_its_own_parameter",
        ),
        pytest.param(
            lambda c: c.list_deployments(),
-            {},
-            id="no_filter_sends_no_parameters",
+            FIRST_PAGE,
+            id="no_filter_sends_only_the_page",
        ),
        pytest.param(
-            lambda c: c.list_deployments(
-                name="agent", name_contains="agent", limit=100
-            ),
-            {"name": "agent", "name_contains": "agent", "limit": "100"},
+            lambda c: c.list_deployments(name="agent", name_contains="agent"),
+            {"name": "agent", "name_contains": "agent", **FIRST_PAGE},
            id="both_filters_travel_together_for_older_servers",
        ),
    ],
@@ -645,6 +646,68 @@ def test_list_deployments_sends_one_name_filter(call, expected_params):
    assert seen == expected_params


+@pytest.mark.parametrize(
+    "list_every",
+    [
+        pytest.param(HostBackendClient.list_deployments, id="deployments"),
+        pytest.param(HostBackendClient.list_listeners, id="listeners"),
+    ],
+)
+def test_list_endpoints_read_every_page(list_every):
+    resources = [{"id": f"resource-{index}"} for index in range(101)]
+    offsets: list[str] = []
+
+    def handler(req: httpx.Request) -> httpx.Response:
+        offset = int(req.url.params["offset"])
+        limit = int(req.url.params["limit"])
+        offsets.append(req.url.params["offset"])
+        return httpx.Response(
+            200, json={"resources": resources[offset : offset + limit]}
+        )
+
+    c = HostBackendClient(
+        "https://api.example.com", "key", transport=httpx.MockTransport(handler)
+    )
+
+    assert list_every(c) == resources
+    assert offsets == ["0", "100"]
+
+
+FIRST_PAGE_OF_DEPLOYMENTS = [
+    {"id": f"dep-{index}", "status": "DEPLOYED"} for index in range(100)
+]
+
+
+@pytest.mark.parametrize(
+    "repeated_page",
+    [
+        pytest.param(FIRST_PAGE_OF_DEPLOYMENTS, id="same_page_again"),
+        pytest.param(
+            [
+                {"id": "dep-99", "status": "DEPLOYING"},
+                *FIRST_PAGE_OF_DEPLOYMENTS[:99],
+            ],
+            id="same_deployments_reordered_and_updated",
+        ),
+    ],
+)
+def test_list_deployments_fails_when_the_server_ignores_the_offset(repeated_page):
+    pages = iter([FIRST_PAGE_OF_DEPLOYMENTS, repeated_page])
+
+    def handler(req: httpx.Request) -> httpx.Response:
+        page = next(pages, None)
+        if page is None:
+            return httpx.Response(500, json={"detail": "the guard let paging run on"})
+        return httpx.Response(200, json={"resources": page})
+
+    c = HostBackendClient(
+        "https://api.example.com", "key", transport=httpx.MockTransport(handler)
+    )
+
+    with pytest.raises(HostBackendError, match="ignores 'offset'"):
+        c.list_deployments()
+
+
@pytest.mark.parametrize(
    ("body", "expected"),
    [
@@ -1,11 +1,6 @@
 from unittest.mock import patch

-from langgraph_cli.deploy import (
-    _extract_deployment_url,
-    format_deployments_table,
-    format_listeners_table,
-    format_revisions_table,
-)
+from langgraph_cli.deploy import Table
 from langgraph_cli.util import clean_empty_lines, warn_non_wolfi_distro


@@ -194,96 +189,7 @@ def test_warn_non_wolfi_distro_does_not_modify_config():
    assert config_copy == original_config  # Config should remain unchanged


-def test_extract_deployment_url_uses_custom_url():
-    deployment = {"source_config": {"custom_url": "https://example.com/custom"}}
-    assert _extract_deployment_url(deployment) == "https://example.com/custom"
+def test_a_table_without_rows_still_renders_its_headers():
+    table = Table(("Name", "Status"), lambda resource: (None, None))

-
-def test_extract_deployment_url_defaults_to_dash():
-    assert _extract_deployment_url({"id": "dep-123"}) == "-"
-
-
-def test_format_deployments_table():
-    output = format_deployments_table(
-        [
-            {
-                "id": "dep-123",
-                "name": "alpha",
-                "source_config": {"custom_url": "https://alpha.example.com"},
-            },
-            {
-                "id": "dep-456",
-                "name": "beta",
-                "url": "https://beta.example.com",
-            },
-        ]
-    )
-    assert "Deployment ID" in output
-    assert "Deployment Name" in output
-    assert "Deployment URL" in output
-    assert "dep-123" in output
-    assert "alpha" in output
-    assert "https://alpha.example.com" in output
-    assert "dep-456" in output
-
-
-def test_format_revisions_table():
-    output = format_revisions_table(
-        [
-            {
-                "id": "rev-123",
-                "status": "DEPLOYED",
-                "created_at": "2023-11-09T10:00:00Z",
-            },
-            {
-                "id": "rev-456",
-                "status": "CREATING",
-                "created_at": "2023-11-07T05:31:56Z",
-            },
-            {
-                "id": "rev-789",
-                "status": "DEPLOYED",
-                "created_at": "2023-11-08T10:00:00Z",
-            },
-        ]
-    )
-    assert "Revision ID" in output
-    assert "Status" in output
-    assert "Created At" in output
-    assert "rev-123" in output
-    assert "CREATING" in output
-    assert "2023-11-07T05:31:56Z" in output
-    assert "rev-456" in output
-    assert "rev-789" in output
-    assert "REPLACED" in output
-
-
-def test_format_listeners_table():
-    output = format_listeners_table(
-        [
-            {
-                "id": "listener-1",
-                "compute_id": "prod-cluster",
-                "compute_config": {"k8s_namespaces": ["agents"]},
-            },
-            {
-                "id": "listener-2",
-                "compute_id": "multi-cluster",
-                "compute_config": {"k8s_namespaces": ["agents", "agents-staging"]},
-            },
-            {
-                "id": "listener-3",
-                "compute_id": "broken-cluster",
-            },
-        ]
-    )
-    assert "Listener ID" in output
-    assert "Compute ID" in output
-    assert "Namespaces" in output
-    assert "listener-1" in output
-    assert "prod-cluster" in output
-    assert "agents" in output
-    assert "listener-2" in output
-    assert "agents, agents-staging" in output
-    assert "listener-3" in output
-    assert "broken-cluster" in output
+    assert table.render([]).splitlines() == ["Name  Status", "----  ------"]
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 5
 requires-python = ">=3.11"

 [manifest]
@@ -52,11 +52,11 @@ wheels = [

 [[package]]
 name = "certifi"
-version = "2026.2.25"
+version = "2026.10.19"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/af/2d/7bf41579a8986e348fa033a31cdd0e4121114f6bce2457e8876010b092dd/certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7", size = 155029, upload-time = "2026-02-25T02:54:17.342Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a6/bd/1436c50cc46699de0230fbaacc1d1de7bfec413176099949e9d5112e88f2/certifi-2026.10.19.tar.gz", hash = "sha256:035c1e85572b141bf1c3a3eff0e33a8eb74917522f2559075ff8d2fea780a1ae", size = 137598, upload-time = "2026-10-20T02:24:16.604Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa", size = 153684, upload-time = "2026-02-25T02:54:15.766Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/51/29046e48f693c54e5b7412216d447a1d8362c9653148d98c02cdf65fa733/certifi-2026.10.19-py3-none-any.whl", hash = "sha256:42d35340cc5b9ba78e818ddbff0c5b1c2b779de448a340fd1b989f5fa8670e1b", size = 136464, upload-time = "2026-10-20T02:24:15.072Z" },
 ]

 [[package]]
@@ -267,20 +267,20 @@ wheels = [

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.2.0"
+version = "4.3.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "langchain-core" },
    { name = "ormsgpack" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/dc/e1/089c4c9e0a2fec7f883f82ae8e6a727138d50074cfeb6644bc2d13b1019b/langgraph_checkpoint-4.2.0.tar.gz", hash = "sha256:51a593b6bee684b0818e5d6e58e28ab340c6db7794575056ce7bd1b746a84ed7", size = 180239, upload-time = "2026-08-07T20:05:03.756Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/0f/69/31fdbdc65a85bbd6178afa193c772bb926620f47b4869638bc2bc80afaaa/langgraph_checkpoint-4.3.0.tar.gz", hash = "sha256:c75965d84cc2c1d549163e910a15bcb577758001b141619d05297c463280b018", size = 182652, upload-time = "2026-10-12T22:26:31.478Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/05/71/3b475f09bd57d3a5649792c66353312b4432afd843f301739dfcebd157f0/langgraph_checkpoint-4.2.0-py3-none-any.whl", hash = "sha256:0547fd228935a0b758865de3a3d6d7a2537c308895d0f9ab092ce9151b5da942", size = 56833, upload-time = "2026-08-07T20:05:02.655Z" },
+    { url = "https://files.pythonhosted.org/packages/1f/0c/84747e340bf4f29291c84cdd5733fc8d0a822f3d33bb24e664a18afa4a7c/langgraph_checkpoint-4.3.0-py3-none-any.whl", hash = "sha256:bedfafe2f997ded60e4fa593e79f56f436a6e45586392dc382aa810d0c751c64", size = 58063, upload-time = "2026-10-12T22:26:30.429Z" },
 ]

 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.1"
+version = "3.1.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "langgraph-checkpoint" },
@@ -288,9 +288,9 @@ dependencies = [
    { name = "psycopg" },
    { name = "psycopg-pool" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/06/92/1e8959f8cd1b56e672fde3227f6fd642be85af6c5fd662d73921074aa39d/langgraph_checkpoint_postgres-3.1.1.tar.gz", hash = "sha256:d320e147ddad8c374cd546df0b52b532dd54d0541dd9fd23fc738cbd5de76f41", size = 150413, upload-time = "2026-07-30T19:15:39.014Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/78/bf/d0ab4d6e4d61952de2f77044d7407b7ce09e07d53e7bb448cf9df55c35e5/langgraph_checkpoint_postgres-3.1.3.tar.gz", hash = "sha256:a152a9c0c3d5931bc949b64e01e8c7da20be57a32aa754626446318e90a07650", size = 158122, upload-time = "2026-10-12T23:05:19.759Z" }
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 [[package]]
@@ -2375,18 +2425,19 @@ wheels = [

 [[package]]
 name = "virtualenv"
-version = "21.7.13"
+version = "21.14.13"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "distlib" },
    { name = "filelock" },
+    { name = "packaging" },
    { name = "platformdirs" },
    { name = "python-discovery" },
-    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
+    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/13/50/c9b84eb106d0db420b9878dac0a386c5791726f127ce20b06897f6e3a1e9/virtualenv-21.7.13.tar.gz", hash = "sha256:0355558b6f33619aab31347e43643b0ebc97f61ea3acf617b2b69e1f8a843d11", size = 5360306, upload-time = "2026-09-18T04:35:49.354Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/70/aa/bff50daee0488e16d611258a9b6c5a1d0c9e128f8ca424e9f4e1c0444ef2/virtualenv-21.14.13.tar.gz", hash = "sha256:de5307ba4b9a0001d9c8ea02832d38f63ca432880f416c1bface61c4323fd905", size = 5570301, upload-time = "2026-10-22T20:10:16.952Z" }
 wheels = [
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 [[package]]
@@ -43,14 +43,31 @@ start-services:
 stop-services:
 	docker compose -f tests/compose-postgres.yml -f tests/compose-redis.yml down -v

+DEV_SERVER_PYTHON ?= 3.12
+DEV_SERVER_ENV = $(CURDIR)/.venvs/dev-server
+
 start-dev-server:
-	LOG_LEVEL=warning uv run langgraph dev --config tests/example_app/langgraph.json --no-browser & echo "$$!" > .devserver.pid
-	@echo "Dev server started."
+	uv sync --frozen --group test --no-dev
+	UV_PROJECT_ENVIRONMENT=$(DEV_SERVER_ENV) uv sync --frozen --group test --no-dev --python $(DEV_SERVER_PYTHON)
+	@LOG_LEVEL=warning UV_PROJECT_ENVIRONMENT=$(DEV_SERVER_ENV) uv run --no-sync --python $(DEV_SERVER_PYTHON) langgraph dev --config tests/example_app/langgraph.json --no-browser --no-reload & \
+	PID=$$!; echo "$$PID" > .devserver.pid; \
+	for ATTEMPT in $$(seq 1 60); do \
+		if ! kill -0 $$PID 2>/dev/null; then break; fi; \
+		if curl --fail --silent --max-time 1 http://localhost:2024/ok >/dev/null; then \
+			echo "Dev server ready."; exit 0; \
+		fi; \
+		sleep 1; \
+	done; \
+	echo "Dev server failed to become ready." >&2; \
+	kill $$PID 2>/dev/null || true; \
+	wait $$PID 2>/dev/null || true; \
+	rm -f .devserver.pid; exit 1

 stop-dev-server:
 	@if [ -f .devserver.pid ]; then \
-		kill `cat .devserver.pid` && rm .devserver.pid; \
-		 echo "Dev server stopped."; \
+		kill $$(cat .devserver.pid) 2>/dev/null || true; \
+		rm -f .devserver.pid; \
+		echo "Dev server stopped."; \
 	else \
 		echo "No dev server PID file found."; \
 	fi
@@ -60,13 +77,12 @@ NO_DOCKER ?= $(sh command -v docker >/dev/null 2>&1 && echo "false" || echo "tru

 test:
 	if [ "$(NO_DOCKER)" = "false" ]; then \
-		make start-services &&\
-		make start-dev-server &&\
-		uv run pytest $(TEST); \
-		EXIT_CODE=$$?; \
-		make stop-services; \
-		make stop-dev-server; \
-		exit $$EXIT_CODE; \
+		trap '$(MAKE) stop-dev-server; $(MAKE) stop-services' EXIT; \
+		trap 'exit 130' INT; trap 'exit 143' TERM; \
+		$(MAKE) start-services &&\
+		$(MAKE) start-dev-server &&\
+		uv run --no-sync pytest $(TEST); \
+		exit $$?; \
 	else \
 		NO_DOCKER=true uv run pytest $(TEST) ; \
 		EXIT_CODE=$$?; \
@@ -74,13 +90,12 @@ test:
 	fi

 test_parallel:
-	make start-services &&\
-	make start-dev-server &&\
-	uv run pytest -n auto --dist worksteal $(TEST) -vv --lf; \
-	EXIT_CODE=$$?; \
-	make stop-services; \
-	make stop-dev-server; \
-	exit $$EXIT_CODE
+	trap '$(MAKE) stop-dev-server; $(MAKE) stop-services' EXIT; \
+	trap 'exit 130' INT; trap 'exit 143' TERM; \
+	$(MAKE) start-services &&\
+	$(MAKE) start-dev-server &&\
+	uv run --no-sync pytest -n auto --dist worksteal $(TEST) -vv --lf; \
+	exit $$?

 integration_tests:
 	uv run pytest integration_tests
@@ -29,7 +29,19 @@ from langgraph._internal._constants import (
    NS_SEP,
 )

-DEFAULT_RECURSION_LIMIT = int(getenv("LANGGRAPH_DEFAULT_RECURSION_LIMIT", "10007"))
+
+class _DefaultRecursionLimit(int):
+    """The limit `ensure_config` fills in when none is given.
+
+    `merge_configs` skips values of this type rather than any equal value, so an
+    explicit limit that happens to equal the default still applies. It checks the
+    type, not identity, because copying or pickling a config rebuilds the value.
+    """
+
+
+DEFAULT_RECURSION_LIMIT = _DefaultRecursionLimit(
+    getenv("LANGGRAPH_DEFAULT_RECURSION_LIMIT", "10007")
+)
 DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT = int(
    getenv("LANGGRAPH_DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT", "5000")
 )
@@ -182,7 +194,7 @@ def merge_configs(*configs: RunnableConfig | None) -> RunnableConfig:
                    base.get("callbacks"), cast(Callbacks, value)
                )
            elif key == "recursion_limit":
-                if config["recursion_limit"] != DEFAULT_RECURSION_LIMIT:
+                if not isinstance(config["recursion_limit"], _DefaultRecursionLimit):
                    base["recursion_limit"] = config["recursion_limit"]
            else:
                base[key] = config[key]  # type: ignore[literal-required]
@@ -335,6 +347,7 @@ def ensure_config(*configs: RunnableConfig | None) -> RunnableConfig:
        recursion_limit=DEFAULT_RECURSION_LIMIT,
        configurable={},
    )
+    inherited_tags: set[str] = set()
    if var_config := var_child_runnable_config.get():
        empty.update(
            {
@@ -343,6 +356,7 @@ def ensure_config(*configs: RunnableConfig | None) -> RunnableConfig:
                if _is_not_empty(v)
            },
        )
+        inherited_tags.update(empty["tags"])
    # An explicit config that supplies its own checkpoint coordinate (a
    # thread_id, or any checkpoint_ns/checkpoint_id/checkpoint_map) is addressing
    # its own checkpoint lineage, so drop the inherited ambient configurable
@@ -395,12 +409,14 @@ def ensure_config(*configs: RunnableConfig | None) -> RunnableConfig:
                elif k == "tags":
                    # Concatenate tags across configs so values bound via
                    # with_config(...) are preserved when later configs
-                    # supply additional tags. Matches merge_configs.
+                    # supply additional tags. Matches merge_configs. Tags the
+                    # ambient config already has are skipped: a subgraph gets
+                    # its parent's config both explicitly and as the ambient
+                    # one, so they would double at every nesting level.
                    existing_tags: list[str] | None = empty.get("tags")
+                    new_tags = [t for t in cast(list, v) if t not in inherited_tags]
                    empty["tags"] = (
-                        [*existing_tags, *cast(list, v)]
-                        if existing_tags
-                        else list(cast(list, v))
+                        [*existing_tags, *new_tags] if existing_tags else new_tags
                    )
                else:
                    empty[k] = v  # type: ignore[literal-required]
@@ -60,7 +60,7 @@ class DeltaChannel(Generic[Value], BaseChannel[Any, Any, Any]):
        typ: The value type (e.g. `list`, `dict`). Inferred automatically
            from the outer type when used inside `Annotated[T, DeltaChannel(...)]`.
        snapshot_frequency: Every Nth update to this channel writes a snapshot
-            blob (default `1000`). Must be a positive int.
+            blob (default `100`). Must be a positive int.
    """

    __slots__ = ("value", "reducer", "snapshot_frequency")
@@ -71,7 +71,7 @@ class DeltaChannel(Generic[Value], BaseChannel[Any, Any, Any]):
        reducer: Callable[[Any, Sequence[Any]], Any],
        typ: type[Value] | None = None,
        *,
-        snapshot_frequency: int = 1000,
+        snapshot_frequency: int = 100,
    ) -> None:
        if snapshot_frequency <= 0:
            raise ValueError(
@@ -3,6 +3,7 @@ from __future__ import annotations
 import asyncio
 import concurrent.futures
 import time
+import weakref
 from collections.abc import Awaitable, Callable, Coroutine
 from contextlib import AbstractAsyncContextManager, AbstractContextManager, ExitStack
 from contextvars import copy_context
@@ -37,6 +38,13 @@ class Submit(Protocol[P, T]):
    ) -> concurrent.futures.Future[T]: ...


+# Futures whose exception a node's error handler took over; the executors
+# don't re-raise them on exit.
+SKIP_RERAISE_SET: weakref.WeakSet[concurrent.futures.Future | asyncio.Future] = (
+    weakref.WeakSet()
+)
+
+
 class BackgroundExecutor(AbstractContextManager):
    """A context manager that runs sync tasks in the background.
    Uses a thread pool executor to delegate tasks to separate threads.
@@ -111,7 +119,7 @@ class BackgroundExecutor(AbstractContextManager):
        if exc_type is None:
            # re-raise the first exception that occurred in a task
            for task, (_, reraise) in tasks.items():
-                if not reraise:
+                if not reraise or task in SKIP_RERAISE_SET:
                    continue
                try:
                    task.result()
@@ -202,7 +210,7 @@ class AsyncBackgroundExecutor(AbstractAsyncContextManager):
        if exc_type is None:
            # re-raise the first exception that occurred in a task
            for task, (_, reraise) in tasks.items():
-                if not reraise:
+                if not reraise or task in SKIP_RERAISE_SET:
                    continue
                try:
                    if exc := task.exception():
@@ -657,48 +657,11 @@ class PregelLoop:
        # check if iteration limit is reached
        if self.step > self.stop:
            self.status = "out_of_steps"
+            # stream the checkpoint the last step saved, as a tick that runs would
+            self._prepare_tasks_and_emit_checkpoint()
            return False

-        # prepare next tasks
-        self.tasks = prepare_next_tasks(
-            self.checkpoint,
-            self.checkpoint_pending_writes,
-            self.nodes,
-            self.channels,
-            self.managed,
-            self.config,
-            self.step,
-            self.stop,
-            for_execution=True,
-            manager=self.manager,
-            store=self.store,
-            checkpointer=self.checkpointer,
-            trigger_to_nodes=self.trigger_to_nodes,
-            updated_channels=self.updated_channels,
-            retry_policy=self.retry_policy,
-            cache_policy=self.cache_policy,
-        )
-
-        # produce debug output
-        if self._checkpointer_put_after_previous is not None:
-            self._emit(
-                "checkpoints",
-                map_debug_checkpoint,
-                {
-                    **self.checkpoint_config,
-                    CONF: {
-                        **self.checkpoint_config[CONF],
-                        CONFIG_KEY_CHECKPOINT_ID: self.checkpoint["id"],
-                    },
-                },
-                self.channels,
-                self.stream_keys,
-                self.checkpoint_metadata,
-                self.tasks.values(),
-                self.checkpoint_pending_writes,
-                self.prev_checkpoint_config,
-                self.output_keys,
-            )
+        self._prepare_tasks_and_emit_checkpoint()

        # if no more tasks, we're done
        if not self.tasks:
@@ -806,10 +769,53 @@ class PregelLoop:
            self.checkpoint, self.interrupt_after, self.tasks.values()
        ):
            self.status = "interrupt_after"
+            # the next tick, which streams this checkpoint, never runs
+            self._prepare_tasks_and_emit_checkpoint()
            raise GraphInterrupt()
        # unset resuming flag
        self.config[CONF].pop(CONFIG_KEY_RESUMING, None)

+    def _prepare_tasks_and_emit_checkpoint(self) -> None:
+        self.tasks = prepare_next_tasks(
+            self.checkpoint,
+            self.checkpoint_pending_writes,
+            self.nodes,
+            self.channels,
+            self.managed,
+            self.config,
+            self.step,
+            self.stop,
+            for_execution=True,
+            manager=self.manager,
+            store=self.store,
+            checkpointer=self.checkpointer,
+            trigger_to_nodes=self.trigger_to_nodes,
+            updated_channels=self.updated_channels,
+            retry_policy=self.retry_policy,
+            cache_policy=self.cache_policy,
+        )
+
+        # produce debug output
+        if self._checkpointer_put_after_previous is not None:
+            self._emit(
+                "checkpoints",
+                map_debug_checkpoint,
+                {
+                    **self.checkpoint_config,
+                    CONF: {
+                        **self.checkpoint_config[CONF],
+                        CONFIG_KEY_CHECKPOINT_ID: self.checkpoint["id"],
+                    },
+                },
+                self.channels,
+                self.stream_keys,
+                self.checkpoint_metadata,
+                self.tasks.values(),
+                self.checkpoint_pending_writes,
+                self.prev_checkpoint_config,
+                self.output_keys,
+            )
+
    def match_cached_writes(self) -> Sequence[PregelExecutableTask]:
        raise NotImplementedError

@@ -43,7 +43,7 @@ from langgraph._internal._typing import MISSING
 from langgraph.constants import TAG_HIDDEN
 from langgraph.errors import GraphBubbleUp, GraphInterrupt, is_invalid_resume
 from langgraph.pregel._algo import Call
-from langgraph.pregel._executor import Submit
+from langgraph.pregel._executor import SKIP_RERAISE_SET, Submit
 from langgraph.pregel._retry import arun_with_retry, run_with_retry
 from langgraph.pregel._task_status import CONTROL_WRITES
 from langgraph.types import (
@@ -68,10 +68,6 @@ EXCLUDED_FRAME_FNAMES = (
    "concurrent/futures/_base.py",
 )

-SKIP_RERAISE_SET: weakref.WeakSet[concurrent.futures.Future | asyncio.Future] = (
-    weakref.WeakSet()
-)
-

 class FuturesDict(Generic[F, E], dict[F, PregelExecutableTask | None]):
    event: E
@@ -239,6 +235,8 @@ class PregelRunner:
                        fut.set_exception(exc)
                        futures.done.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
                    if tb := exc.__traceback__:
                        while tb.tb_next is not None and any(
                            tb.tb_frame.f_code.co_filename.endswith(name)
@@ -430,6 +428,8 @@ class PregelRunner:
                        fut.set_exception(exc)
                        futures.done.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
                    if tb := exc.__traceback__:
                        while tb.tb_next is not None and any(
                            tb.tb_frame.f_code.co_filename.endswith(name)
@@ -861,11 +861,6 @@ class RemoteGraph(PregelProtocol):
                    )
                yield {"type": mode, "ns": ns, "data": chunk.data, "interrupts": ints}
            elif subgraphs:
-                if NS_SEP in chunk.event:
-                    mode, ns_ = chunk.event.split(NS_SEP, 1)
-                    ns = tuple(ns_.split(NS_SEP))
-                else:
-                    mode, ns = chunk.event, ()
                if req_single:
                    yield ns, chunk.data
                else:
@@ -1016,11 +1011,6 @@ class RemoteGraph(PregelProtocol):
                    )
                yield {"type": mode, "ns": ns, "data": chunk.data, "interrupts": ints}
            elif subgraphs:
-                if NS_SEP in chunk.event:
-                    mode, ns_ = chunk.event.split(NS_SEP, 1)
-                    ns = tuple(ns_.split(NS_SEP))
-                else:
-                    mode, ns = chunk.event, ()
                if req_single:
                    yield ns, chunk.data
                else:
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph"
-version = "1.2.16"
+version = "1.2.18"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"
@@ -20,6 +20,7 @@ from langgraph.errors import EmptyChannelError, InvalidUpdateError
 from langgraph.graph import START, StateGraph
 from langgraph.graph.message import _messages_delta_reducer
 from langgraph.graph.state import _get_channel
+from langgraph.pregel._checkpoint import delta_channels_to_snapshot
 from langgraph.types import Overwrite

 pytestmark = pytest.mark.anyio
@@ -342,6 +343,26 @@ def test_delta_channel_checkpoint_returns_missing() -> None:
 # ---------------------------------------------------------------------------


+@pytest.mark.parametrize("frequency", [None, 50, 1000])
+def test_delta_channel_snapshot_frequency(frequency: int | None) -> None:
+    spec = (
+        DeltaChannel(_messages_delta_reducer)
+        if frequency is None
+        else DeltaChannel(_messages_delta_reducer, snapshot_frequency=frequency)
+    )
+    expected = 100 if frequency is None else frequency
+    assert spec.snapshot_frequency == expected
+    channel = spec.from_checkpoint(MISSING)
+    channel.update([HumanMessage(content="hi", id="h1")])
+    assert channel.copy().snapshot_frequency == expected
+    for updates in (expected - 1, expected):
+        assert delta_channels_to_snapshot(
+            {"messages": channel},
+            {"messages": (updates, updates)},
+            {"messages": 1},
+        ) == ({"messages"} if updates == expected else set())
+
+
 def test_delta_channel_snapshot_version_based() -> None:
    """Snapshots fire when a channel accumulates `snapshot_frequency` updates.

@@ -1,11 +1,19 @@
+from collections.abc import Callable
+
 import pytest
 from langchain_core.callbacks import AsyncCallbackManager, BaseCallbackHandler

-from langgraph._internal._config import get_async_callback_manager_for_config
+from langgraph._internal._config import (
+    DEFAULT_RECURSION_LIMIT,
+    get_async_callback_manager_for_config,
+)
 from langgraph.graph import StateGraph
+from langgraph.pregel import Pregel

 pytestmark = pytest.mark.anyio

+EXPLICIT_DEFAULT_LIMIT = int(DEFAULT_RECURSION_LIMIT)
+

 def test_new_async_manager_includes_tags() -> None:
    config = {"callbacks": None}
@@ -114,3 +122,27 @@ async def test_with_config_tags_preserved_on_invoke() -> None:
    await graph.ainvoke({}, {"tags": ["invoke"]})
    assert "bound" in captured, "bound tag was dropped by ensure_config overwrite"
    assert "invoke" in captured, "invoke-time tag not present"
+
+
+@pytest.mark.parametrize(
+    "rebind",
+    [
+        lambda g: g.with_config(recursion_limit=EXPLICIT_DEFAULT_LIMIT),
+        lambda g: g.with_config({"recursion_limit": EXPLICIT_DEFAULT_LIMIT}),
+        lambda g: g.with_config(
+            {"recursion_limit": 1}, recursion_limit=EXPLICIT_DEFAULT_LIMIT
+        ),
+        lambda g: g.with_config(recursion_limit=EXPLICIT_DEFAULT_LIMIT).with_config(
+            tags=["t"]
+        ),
+    ],
+    ids=["kwarg", "config", "kwarg_over_config", "kept_by_later_with_config"],
+)
+def test_with_config_applies_recursion_limit_equal_to_default(
+    rebind: Callable[[Pregel], Pregel],
+) -> None:
+    builder = StateGraph(dict)
+    builder.add_node("node", lambda state: state)
+    builder.add_edge("__start__", "node")
+    graph = builder.compile().with_config(recursion_limit=EXPLICIT_DEFAULT_LIMIT + 1)
+    assert rebind(graph).config["recursion_limit"] == EXPLICIT_DEFAULT_LIMIT
@@ -4346,6 +4346,25 @@ def test_enum_node_names():
    assert graph.invoke({"foo": "hello"}) == {"foo": "hello", "bar": "hello!"}


+@pytest.mark.parametrize("stream_mode", ["tasks", "debug"])
+def test_failing_task_result_is_streamed_before_the_error(stream_mode: str) -> None:
+    class State(TypedDict):
+        x: str
+
+    def failing(state: State) -> State:
+        raise ValueError("boom")
+
+    graph = StateGraph(State).add_node("failing", failing).add_edge(START, "failing")
+    errors = []
+    with pytest.raises(ValueError, match="boom"):
+        for chunk in graph.compile().stream({"x": ""}, stream_mode=stream_mode):
+            payload = chunk["payload"] if stream_mode == "debug" else chunk
+            if "error" in payload:
+                errors.append(payload["error"])
+
+    assert [type(error) for error in errors] == [ValueError]
+
+
 def test_debug_retry(sync_checkpointer: BaseCheckpointSaver):
    class State(TypedDict):
        messages: Annotated[list[str], operator.add]
@@ -4410,6 +4429,52 @@ def test_debug_retry(sync_checkpointer: BaseCheckpointSaver):
        assert stream_parent_conf == history_parent_conf


+def test_interrupt_after_streams_the_checkpoint_it_pauses_on(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    class State(TypedDict):
+        x: int
+
+    graph = (
+        StateGraph(State)
+        .add_node("one", lambda state: {"x": 1})
+        .add_node("two", lambda state: {"x": 2})
+        .add_edge(START, "one")
+        .add_edge("one", "two")
+        .compile(checkpointer=sync_checkpointer, interrupt_after=["one"])
+    )
+    config = {"configurable": {"thread_id": "1"}}
+
+    checkpoints = list(graph.stream({"x": 0}, config, stream_mode="checkpoints"))
+
+    state = graph.get_state(config)
+    assert checkpoints[-1]["config"] == state.config
+    assert checkpoints[-1]["next"] == ["two"]
+
+
+def test_recursion_limit_streams_the_last_checkpoint_saved(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    class State(TypedDict):
+        x: int
+
+    graph = (
+        StateGraph(State)
+        .add_node("loop", lambda state: {"x": state["x"] + 1})
+        .add_edge(START, "loop")
+        .add_edge("loop", "loop")
+        .compile(checkpointer=sync_checkpointer)
+    )
+    config = {"configurable": {"thread_id": "1"}, "recursion_limit": 3}
+    checkpoints = []
+
+    with pytest.raises(GraphRecursionError):
+        for chunk in graph.stream({"x": 0}, config, stream_mode="checkpoints"):
+            checkpoints.append(chunk)
+
+    assert checkpoints[-1]["config"] == graph.get_state(config).config
+
+
 def test_debug_subgraphs(
    sync_checkpointer: BaseCheckpointSaver, durability: Durability
 ):
@@ -6880,6 +6945,22 @@ def test_named_tasks_functional() -> None:
    ]


+def test_invoke_tags_reach_a_node_three_subgraphs_deep_once() -> None:
+    class State(TypedDict):
+        copies: int
+
+    def leaf(state: State, config: RunnableConfig) -> State:
+        return {"copies": config["tags"].count("my-tag")}
+
+    graph = StateGraph(State).add_node("leaf", leaf).add_edge(START, "leaf").compile()
+    for _ in range(3):
+        graph = (
+            StateGraph(State).add_node("sub", graph).add_edge(START, "sub").compile()
+        )
+
+    assert graph.invoke({"copies": 0}, {"tags": ["my-tag"]}) == {"copies": 1}
+
+
 def test_tags_stream_mode_messages() -> None:
    model = GenericFakeChatModel(messages=iter(["foo"]), tags=["meow"])
    graph = (
@@ -5809,6 +5809,60 @@ async def test_store_injected_async(
    )  # still overwriting the same one


+@pytest.mark.parametrize("stream_mode", ["tasks", "debug"])
+async def test_failing_task_result_is_streamed_before_the_error(
+    stream_mode: str,
+) -> None:
+    class State(TypedDict):
+        x: str
+
+    async def failing(state: State) -> State:
+        raise ValueError("boom")
+
+    graph = StateGraph(State).add_node("failing", failing).add_edge(START, "failing")
+    errors = []
+    with pytest.raises(ValueError, match="boom"):
+        async for chunk in graph.compile().astream({"x": ""}, stream_mode=stream_mode):
+            payload = chunk["payload"] if stream_mode == "debug" else chunk
+            if "error" in payload:
+                errors.append(payload["error"])
+
+    assert [type(error) for error in errors] == [ValueError]
+
+
+@pytest.mark.parametrize(
+    ("parallel", "stream_mode"), [(False, "custom"), (True, "values")]
+)
+async def test_graph_error_handler_recovers_on_the_executor_path(
+    parallel: bool, stream_mode: str
+) -> None:
+    class State(TypedDict):
+        x: str
+
+    async def failing(state: State) -> State:
+        raise ValueError("boom")
+
+    async def handler(state: State) -> Command:
+        return Command(update={"x": "handled"}, goto=END)
+
+    builder = (
+        StateGraph(State)
+        .add_node("failing", failing, error_handler=handler)
+        .add_edge(START, "failing")
+    )
+    if parallel:
+        builder.add_node("sibling", lambda state: {}).add_edge(START, "sibling")
+
+    chunks = [
+        chunk
+        async for chunk in builder.compile().astream(
+            {"x": ""}, stream_mode=[stream_mode, "values"]
+        )
+    ]
+
+    assert [c[-1] for c in chunks if c[0] == "values"][-1] == {"x": "handled"}
+
+
 async def test_debug_retry(async_checkpointer: BaseCheckpointSaver):
    class State(TypedDict):
        messages: Annotated[list[str], operator.add]
@@ -5875,6 +5929,55 @@ async def test_debug_retry(async_checkpointer: BaseCheckpointSaver):
        assert stream_parent_conf == history_parent_conf


+async def test_interrupt_after_streams_the_checkpoint_it_pauses_on(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    class State(TypedDict):
+        x: int
+
+    graph = (
+        StateGraph(State)
+        .add_node("one", lambda state: {"x": 1})
+        .add_node("two", lambda state: {"x": 2})
+        .add_edge(START, "one")
+        .add_edge("one", "two")
+        .compile(checkpointer=async_checkpointer, interrupt_after=["one"])
+    )
+    config = {"configurable": {"thread_id": "1"}}
+
+    checkpoints = [
+        chunk
+        async for chunk in graph.astream({"x": 0}, config, stream_mode="checkpoints")
+    ]
+
+    state = await graph.aget_state(config)
+    assert checkpoints[-1]["config"] == state.config
+    assert checkpoints[-1]["next"] == ["two"]
+
+
+async def test_recursion_limit_streams_the_last_checkpoint_saved(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    class State(TypedDict):
+        x: int
+
+    graph = (
+        StateGraph(State)
+        .add_node("loop", lambda state: {"x": state["x"] + 1})
+        .add_edge(START, "loop")
+        .add_edge("loop", "loop")
+        .compile(checkpointer=async_checkpointer)
+    )
+    config = {"configurable": {"thread_id": "1"}, "recursion_limit": 3}
+    checkpoints = []
+
+    with pytest.raises(GraphRecursionError):
+        async for chunk in graph.astream({"x": 0}, config, stream_mode="checkpoints"):
+            checkpoints.append(chunk)
+
+    assert checkpoints[-1]["config"] == (await graph.aget_state(config)).config
+
+
 async def test_debug_subgraphs(
    async_checkpointer: BaseCheckpointSaver, durability: Durability
 ):
@@ -2,6 +2,7 @@ import operator
 import sys
 from collections.abc import Callable
 from contextlib import contextmanager
+from threading import Event
 from typing import Annotated, Any

 import pytest
@@ -72,12 +73,15 @@ def _graph(
    ask: bool = False,
    fail: set[str] | None = None,
    calls: dict[str, int] | None = None,
+    before_fail: Callable[[], None] | None = None,
 ) -> Any:
    def note(name: str):
        def node(state: State) -> dict:
            if calls is not None:
                calls[name] = calls.get(name, 0) + 1
            if fail is not None and name in fail:
+                if before_fail is not None:
+                    before_fail()
                fail.discard(name)
                raise ValueError(f"{name} failed")
            return {"notes": [name]}
@@ -234,18 +238,37 @@ def test_keep_latest_keeps_a_pending_interrupt_resumable(

@pytest.mark.parametrize("make_checkpointer", SYNC)
 def test_keep_latest_keeps_writes_of_tasks_that_finished_before_a_failure(
-    make_checkpointer: Any,
+    make_checkpointer: Any, monkeypatch: pytest.MonkeyPatch
 ) -> None:
    with make_checkpointer() as checkpointer:
        calls: dict[str, int] = {}
        fail: set[str] = set()
-        graph = _graph(checkpointer, fail=fail, calls=calls)
+        left_persisted = Event()
+        put_writes = checkpointer.put_writes
+
+        def persist(config, writes, task_id, task_path=""):
+            put_writes(config, writes, task_id, task_path)
+            if ("notes", ["left"]) in writes:
+                left_persisted.set()
+
+        def wait_for_left() -> None:
+            assert left_persisted.wait(5), "left task writes were not persisted"
+
+        monkeypatch.setattr(checkpointer, "put_writes", persist)
+        graph = _graph(checkpointer, fail=fail, calls=calls, before_fail=wait_for_left)
        for thread_id in ("pruned", "twin"):
            for i in range(2):
                graph.invoke(_say(i), _config(thread_id))
+            left_persisted.clear()
            fail.add("right")
            with pytest.raises(ValueError, match="right failed"):
                graph.invoke(_say(2), _config(thread_id))
+            checkpoint = checkpointer.get_tuple(_config(thread_id))
+            assert checkpoint is not None
+            assert any(
+                channel == "notes" and value == ["left"]
+                for _, channel, value in checkpoint.pending_writes
+            )
        before = graph.get_state(_config("pruned"))

        checkpointer.prune(["pruned"])
@@ -819,6 +819,50 @@ async def test_astream():
    ]


+_CALLER_CONFIG: RunnableConfig = {
+    "configurable": {"thread_id": "thread_1", "checkpoint_ns": "outer:123"}
+}
+_SUBGRAPH_PARTS = [
+    StreamPart(event="values|sub:abc", data={"chunk": "inner"}),
+    StreamPart(event="values", data={"chunk": "root"}),
+]
+_CALLER_PREFIXED = [
+    (("outer:123", "sub:abc"), {"chunk": "inner"}),
+    (("outer:123",), {"chunk": "root"}),
+]
+
+
+def test_stream_subgraphs_keeps_caller_namespace():
+    mock_sync_client = MagicMock()
+    mock_sync_client.runs.stream.return_value = _SUBGRAPH_PARTS
+    remote_pregel = RemoteGraph("test_graph_id", sync_client=mock_sync_client)
+
+    stream_parts = list(
+        remote_pregel.stream(
+            {"input": "data"}, _CALLER_CONFIG, stream_mode="values", subgraphs=True
+        )
+    )
+
+    assert stream_parts == _CALLER_PREFIXED
+
+
+async def test_astream_subgraphs_keeps_caller_namespace():
+    mock_async_client = MagicMock()
+    async_iter = MagicMock()
+    async_iter.__aiter__.return_value = _SUBGRAPH_PARTS
+    mock_async_client.runs.stream.return_value = async_iter
+    remote_pregel = RemoteGraph("test_graph_id", client=mock_async_client)
+
+    stream_parts = [
+        part
+        async for part in remote_pregel.astream(
+            {"input": "data"}, _CALLER_CONFIG, stream_mode="values", subgraphs=True
+        )
+    ]
+
+    assert stream_parts == _CALLER_PREFIXED
+
+
 def test_invoke():
    # set up test
    mock_sync_client = MagicMock()
@@ -2097,6 +2097,47 @@ def test_graph_error_handler_can_route_with_command():
    assert result["foo"] == "handled_next"


+# Each case runs the failing node on the executor path instead of the
+# single-task fast path.
+@pytest.mark.parametrize(
+    ("parallel", "stream_mode", "subgraphs"),
+    [
+        (False, "custom", False),
+        (False, "messages", False),
+        (False, "values", True),
+        (True, "values", False),
+    ],
+)
+def test_graph_error_handler_recovers_on_the_executor_path(
+    parallel: bool, stream_mode: str, subgraphs: bool
+) -> None:
+    class State(TypedDict):
+        x: str
+
+    def failing(state: State) -> State:
+        raise ValueError("boom")
+
+    def handler(state: State) -> Command:
+        return Command(update={"x": "handled"}, goto=END)
+
+    builder = (
+        StateGraph(State)
+        .add_node("failing", failing, error_handler=handler)
+        .add_edge(START, "failing")
+    )
+    if parallel:
+        builder.add_node("sibling", lambda state: {}).add_edge(START, "sibling")
+    graph = builder.compile()
+
+    chunks = list(
+        graph.stream(
+            {"x": ""}, stream_mode=[stream_mode, "values"], subgraphs=subgraphs
+        )
+    )
+
+    assert [c[-1] for c in chunks if c[-2] == "values"][-1] == {"x": "handled"}
+
+
 def test_graph_error_handler_failure_fails_run():
    class State(TypedDict):
        foo: str
@@ -1,4 +1,6 @@
+import copy
 import functools
+import pickle
 import sys
 import uuid
 from collections.abc import Callable
@@ -25,6 +27,7 @@ from pydantic import BaseModel, Field
 from typing_extensions import NotRequired, Required, TypedDict

 from langgraph._internal._config import (
+    DEFAULT_RECURSION_LIMIT,
    _is_not_empty,
    _merge_callbacks,
    ensure_config,
@@ -620,6 +623,30 @@ def test_merge_configs_merges_metadata_lc_versions() -> None:
    assert merged["metadata"]["lc_agent_name"] == "agent"


+@pytest.mark.parametrize(
+    "rebuild",
+    [
+        lambda config: config,
+        copy.deepcopy,
+        lambda config: pickle.loads(pickle.dumps(config)),
+    ],
+    ids=["as_is", "deepcopy", "pickle"],
+)
+def test_merge_configs_skips_the_injected_default_recursion_limit(
+    rebuild: Callable[[RunnableConfig], RunnableConfig],
+) -> None:
+    merged = merge_configs({"recursion_limit": 50}, rebuild(ensure_config()))
+    assert merged["recursion_limit"] == 50
+
+
+def test_merge_configs_applies_an_explicit_recursion_limit_equal_to_default() -> None:
+    explicit_default = int(DEFAULT_RECURSION_LIMIT)
+    merged = merge_configs(
+        {"recursion_limit": 50}, {"recursion_limit": explicit_default}
+    )
+    assert merged["recursion_limit"] == explicit_default
+
+
 def test_ensure_config_merges_metadata_lc_versions() -> None:
    a = {
        "metadata": {
@@ -772,6 +799,15 @@ def test_ensure_config_tags_concat_preserves_order_and_duplicates() -> None:
    assert merged["tags"] == ["shared", "alpha", "shared", "beta"]


+def test_ensure_config_skips_tags_inherited_from_ambient() -> None:
+    token = var_child_runnable_config.set({"tags": ["inherited"]})
+    try:
+        merged = ensure_config({"tags": ["inherited", "own"]})
+    finally:
+        var_child_runnable_config.reset(token)
+    assert merged["tags"] == ["inherited", "own"]
+
+
 def test_ensure_config_merges_callbacks_across_configs() -> None:
    a_cb = _TrackingCB("a")
    b_cb = _TrackingCB("b")
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 5
 requires-python = ">=3.10"
 resolution-markers = [
    "python_full_version >= '3.15'",
@@ -202,11 +202,11 @@ wheels = [

 [[package]]
 name = "certifi"
-version = "2026.1.4"
+version = "2026.10.19"
 source = { registry = "https://pypi.org/simple" }
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+    { url = "https://files.pythonhosted.org/packages/c4/51/29046e48f693c54e5b7412216d447a1d8362c9653148d98c02cdf65fa733/certifi-2026.10.19-py3-none-any.whl", hash = "sha256:42d35340cc5b9ba78e818ddbff0c5b1c2b779de448a340fd1b989f5fa8670e1b", size = 136464, upload-time = "2026-10-20T02:24:15.072Z" },
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-name = "importlib-metadata"
-version = "8.7.1"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "zipp" },
-]
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-]
-
 [[package]]
 name = "iniconfig"
 version = "2.3.0"
@@ -1451,7 +1439,7 @@ wheels = [

 [[package]]
 name = "langgraph"
-version = "1.2.16"
+version = "1.2.18"
 source = { editable = "." }
 dependencies = [
    { name = "langchain-core" },
@@ -1637,7 +1625,7 @@ wheels = [

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.0"
+version = "4.3.1"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -1856,7 +1844,7 @@ dev = [
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
    { name = "langgraph-checkpoint-postgres", editable = "../checkpoint-postgres" },
    { name = "langgraph-checkpoint-sqlite", editable = "../checkpoint-sqlite" },
-    { name = "psycopg-binary" },
+    { name = "psycopg", extras = ["binary"] },
    { name = "pytest" },
    { name = "pytest-asyncio" },
    { name = "pytest-mock" },
@@ -1876,7 +1864,7 @@ test = [
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
    { name = "langgraph-checkpoint-postgres", editable = "../checkpoint-postgres" },
    { name = "langgraph-checkpoint-sqlite", editable = "../checkpoint-sqlite" },
-    { name = "psycopg-binary" },
+    { name = "psycopg", extras = ["binary"] },
    { name = "pytest" },
    { name = "pytest-asyncio" },
    { name = "pytest-mock" },
@@ -1919,7 +1907,7 @@ requires-dist = [
    { name = "langchain-core", specifier = ">=1.4.0,<2" },
    { name = "langchain-protocol", specifier = ">=0.0.15" },
    { name = "orjson", specifier = ">=3.11.5" },
-    { name = "websockets", specifier = ">=14,<17" },
+    { name = "websockets", specifier = ">=14" },
 ]

 [package.metadata.requires-dev]
@@ -2111,7 +2099,7 @@ wheels = [

 [[package]]
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-version = "7.17.1"
+version = "7.17.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "beautifulsoup4" },
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    { name = "traitlets" },
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 [[package]]
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@@ -34,6 +34,14 @@
 - **`thread.output`** — awaitable that resolves to the terminal thread state
  `values` dict after the run lifecycle completes.

+- **`Priority` (beta)** — register an async function with `@priority.assign`
+  and name the object in the `priority` section of `langgraph.json`. The
+  server calls the function with a `PriorityContext` at the first run on a
+  thread with no settings and stores the `PrioritySettings` it returns
+  (`priority`, `fairness_group`, `fairness_weight`) on the thread. Requires
+  `langgraph-api` 0.18.0 or later and a `langgraph-cli` that supports the
+  section; older versions of either ignore it.
+
 ### Changed

 - `client.threads.stream()` now accepts `transport="sse"` (default) or
@@ -2,14 +2,19 @@ from langgraph_sdk.auth import Auth
 from langgraph_sdk.client import get_client, get_sync_client
 from langgraph_sdk.encryption import Encryption
 from langgraph_sdk.encryption.types import DecryptResult, EncryptionContext
+from langgraph_sdk.priority import Priority
+from langgraph_sdk.priority.types import PriorityContext, PrioritySettings

-__version__ = "0.4.8"
+__version__ = "0.4.10"

 __all__ = [
    "Auth",
    "DecryptResult",
    "Encryption",
    "EncryptionContext",
+    "Priority",
+    "PriorityContext",
+    "PrioritySettings",
    "get_client",
    "get_sync_client",
 ]
@@ -179,7 +179,7 @@ class HttpClient:
                return await self.request_reconnect(
                    loc,
                    "GET",
-                    headers=request_headers,
+                    headers=headers,
                    # don't pass on_response so it's only called once
                    reconnect_limit=reconnect_limit - 1,
                )
@@ -217,7 +217,7 @@ class HttpClient:
            current_headers = dict(
                request_headers if reconnect_path is None else reconnect_headers
            )
-            if last_event_id is not None:
+            if last_event_id:
                current_headers["Last-Event-ID"] = last_event_id

            current_method = method if reconnect_path is None else "GET"
@@ -99,6 +99,7 @@ class RunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
        version: Literal["v1"] = "v1",
    ) -> AsyncIterator[StreamPart]: ...

@@ -131,6 +132,7 @@ class RunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
        version: Literal["v2"],
    ) -> AsyncIterator[StreamPartV2]: ...

@@ -147,6 +149,7 @@ class RunsClient:
        stream_resumable: bool = False,
        metadata: Mapping[str, Any] | None = None,
        config: Config | None = None,
+        context: Context | None = None,
        checkpoint_during: bool | None = None,
        interrupt_before: All | Sequence[str] | None = None,
        interrupt_after: All | Sequence[str] | None = None,
@@ -160,6 +163,7 @@ class RunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
        version: Literal["v1"] = "v1",
    ) -> AsyncIterator[StreamPart]: ...

@@ -176,6 +180,7 @@ class RunsClient:
        stream_resumable: bool = False,
        metadata: Mapping[str, Any] | None = None,
        config: Config | None = None,
+        context: Context | None = None,
        checkpoint_during: bool | None = None,
        interrupt_before: All | Sequence[str] | None = None,
        interrupt_after: All | Sequence[str] | None = None,
@@ -189,6 +194,7 @@ class RunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
        version: Literal["v2"],
    ) -> AsyncIterator[StreamPartV2]: ...

@@ -385,6 +391,7 @@ class RunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
    ) -> Run: ...

    @overload
@@ -414,6 +421,7 @@ class RunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
    ) -> Run: ...

    async def create(
@@ -647,6 +655,7 @@ class RunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
    ) -> builtins.list[dict] | dict[str, Any]: ...

    @overload
@@ -673,6 +682,7 @@ class RunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
    ) -> builtins.list[dict] | dict[str, Any]: ...

    async def wait(
@@ -179,7 +179,7 @@ class SyncHttpClient:
                return self.request_reconnect(
                    loc,
                    "GET",
-                    headers=request_headers,
+                    headers=headers,
                    # don't pass on_response so it's only called once
                    reconnect_limit=reconnect_limit - 1,
                )
@@ -219,7 +219,7 @@ class SyncHttpClient:
            current_headers = dict(
                request_headers if reconnect_path is None else reconnect_headers
            )
-            if last_event_id is not None:
+            if last_event_id:
                current_headers["Last-Event-ID"] = last_event_id

            current_method = method if reconnect_path is None else "GET"
@@ -286,7 +286,9 @@ class SyncHttpClient:
            break


-def _encode_json(json: Any) -> tuple[dict[str, str], bytes]:
+def _encode_json(json: Any) -> tuple[dict[str, str], bytes | None]:
+    if json is None:
+        return {}, None
    body = orjson.dumps(
        json,
        _orjson_default,
@@ -80,6 +80,7 @@ class SyncRunsClient:
        command: Command | None = None,
        stream_mode: StreamMode | Sequence[StreamMode] = "values",
        stream_subgraphs: bool = False,
+        stream_resumable: bool = False,
        metadata: Mapping[str, Any] | None = None,
        config: Config | None = None,
        context: Context | None = None,
@@ -98,6 +99,7 @@ class SyncRunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
        version: Literal["v1"] = "v1",
    ) -> Iterator[StreamPart]: ...

@@ -111,6 +113,7 @@ class SyncRunsClient:
        command: Command | None = None,
        stream_mode: StreamMode | Sequence[StreamMode] = "values",
        stream_subgraphs: bool = False,
+        stream_resumable: bool = False,
        metadata: Mapping[str, Any] | None = None,
        config: Config | None = None,
        context: Context | None = None,
@@ -129,6 +132,7 @@ class SyncRunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
        version: Literal["v2"],
    ) -> Iterator[StreamPartV2]: ...

@@ -159,6 +163,7 @@ class SyncRunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
        version: Literal["v1"] = "v1",
    ) -> Iterator[StreamPart]: ...

@@ -189,6 +194,7 @@ class SyncRunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
        version: Literal["v2"],
    ) -> Iterator[StreamPartV2]: ...

@@ -380,6 +386,7 @@ class SyncRunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
    ) -> Run: ...

    @overload
@@ -409,6 +416,7 @@ class SyncRunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
    ) -> Run: ...

    def create(
@@ -642,6 +650,7 @@ class SyncRunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
    ) -> builtins.list[dict] | dict[str, Any]: ...

    @overload
@@ -668,6 +677,7 @@ class SyncRunsClient:
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
        on_run_created: Callable[[RunCreateMetadata], None] | None = None,
+        durability: Durability | None = None,
    ) -> builtins.list[dict] | dict[str, Any]: ...

    def wait(
@@ -815,7 +825,6 @@ class SyncRunsClient:
            "checkpoint_during": checkpoint_during,
            "on_completion": on_completion,
            "after_seconds": after_seconds,
-            "raise_error": raise_error,
            "durability": durability,
            "langsmith_tracer": langsmith_tracing,
        }
@@ -830,7 +839,7 @@ class SyncRunsClient:
            if thread_id is not None
            else "/runs/wait"
        )
-        return self.http.request_reconnect(
+        response = self.http.request_reconnect(
            endpoint,
            "POST",
            json={k: v for k, v in payload.items() if v is not None},
@@ -838,6 +847,16 @@ class SyncRunsClient:
            headers=headers,
            on_response=on_response if on_run_created else None,
        )
+        if (
+            raise_error
+            and isinstance(response, dict)
+            and "__error__" in response
+            and isinstance(response["__error__"], dict)
+        ):
+            raise Exception(
+                f"{response['__error__'].get('error')}: {response['__error__'].get('message')}"
+            )
+        return response

    def list(
        self,
@@ -0,0 +1,155 @@
+"""Custom run priority for LangGraph.
+
+.. warning::
+    This API is in beta and may change in future versions.
+
+This module lets developers decide the priority settings of each thread with
+an async function that the server calls at the first run on a thread with no
+settings. The function is registered on an object that `langgraph.json` names,
+and runs server-side.
+"""
+
+from __future__ import annotations
+
+import functools
+import inspect
+import typing
+import warnings
+from collections.abc import Awaitable, Callable
+
+from langgraph_sdk.encryption import DuplicateHandlerError, LangGraphBetaWarning
+from langgraph_sdk.priority import types
+
+_AssignHandler = Callable[
+    [types.PriorityContext], Awaitable[types.PrioritySettings | None]
+]
+_AssignHandlerT = typing.TypeVar("_AssignHandlerT", bound=_AssignHandler)
+
+
+@functools.lru_cache(maxsize=1)
+def _warn_priority_beta() -> None:
+    warnings.warn(
+        "The Priority API is in beta and may change in future versions.",
+        LangGraphBetaWarning,
+        stacklevel=4,
+    )
+
+
+def _validate_handler(fn: typing.Callable) -> None:
+    """Validate that the assign handler is async and takes one parameter.
+
+    Raises:
+        TypeError: If the handler is not an async function or has wrong parameter count
+    """
+    if not inspect.iscoroutinefunction(fn):
+        raise TypeError(
+            f"Priority assign handler must be an async function, got {type(fn)}"
+        )
+
+    sig = inspect.signature(fn)
+    params = [
+        p
+        for p in sig.parameters.values()
+        if p.kind in (p.POSITIONAL_ONLY, p.POSITIONAL_OR_KEYWORD)
+    ]
+    if len(params) != 1:
+        raise TypeError(
+            "Priority assign handler must accept exactly 1 parameter (ctx), "
+            f"got {len(params)}"
+        )
+
+
+class Priority:
+    """Decide the priority settings of your LangGraph application's threads.
+
+    .. warning::
+        This API is in beta and may change in future versions.
+
+    To use, create a separate Python file and add the path to the file to your
+    LangGraph API configuration file (`langgraph.json`). Within that file, create
+    an instance of the Priority class and register an assign function with
+    `@priority.assign`.
+
+    Example `langgraph.json` file:
+
+    ```json
+    {
+      "dependencies": ["."],
+      "graphs": {
+        "agent": "./my_agent/agent.py:graph"
+      },
+      "env": ".env",
+      "priority": {
+        "path": "./priority.py:priority"
+      }
+    }
+    ```
+
+    The server calls the assign function at the first run on a thread with no
+    settings, which can come long after the thread was created, and stores the
+    settings it returns on the thread. Later runs on the thread use the stored
+    settings. The function can be called more than once for one thread, for
+    example after it raises, and only one result is stored, so keep it free of
+    side effects.
+
+    ???+ example "Basic Usage"
+
+        ```python
+        from langgraph_sdk import Priority, PriorityContext, PrioritySettings
+
+        priority = Priority()
+
+        @priority.assign
+        async def assign(ctx: PriorityContext) -> PrioritySettings | None:
+            return {
+                "priority": 3 if "premium" in ctx.permissions else 0,
+                # Stored unencrypted, so an opaque ID rather than personal data.
+                "fairness_group": ctx.user["org_id"],
+            }
+        ```
+    """
+
+    __slots__ = ("_assign_handler",)
+
+    types = types
+    """Reference to priority type definitions.
+
+    Provides access to the type definitions used by the priority system:
+    PriorityContext and PrioritySettings.
+    """
+
+    def __init__(self) -> None:
+        """Initialize the Priority instance."""
+        _warn_priority_beta()
+        self._assign_handler: _AssignHandler | None = None
+
+    def assign(self, fn: _AssignHandlerT) -> _AssignHandlerT:
+        """Register the function that assigns a thread's priority settings.
+
+        The function receives a `PriorityContext` and returns `PrioritySettings`,
+        or `None` for the defaults.
+
+        Example:
+            ```python
+            @priority.assign
+            async def assign(ctx: PriorityContext) -> PrioritySettings | None:
+                if ctx.cron_id is not None:
+                    return {"priority": -2}
+                return None
+            ```
+
+        Args:
+            fn: The assign handler function
+
+        Returns:
+            The registered handler function
+
+        Raises:
+            DuplicateHandlerError: If an assign handler is already registered
+            TypeError: If the handler has an invalid signature
+        """
+        if self._assign_handler is not None:
+            raise DuplicateHandlerError("Priority assign handler already registered")
+        _validate_handler(fn)
+        self._assign_handler = fn
+        return fn
@@ -0,0 +1,67 @@
+"""Priority types for LangGraph.
+
+This module defines the context the server passes to the function registered
+with `@priority.assign`, and the settings that function returns.
+"""
+
+from __future__ import annotations
+
+import typing
+from collections.abc import Sequence
+from dataclasses import dataclass
+
+from langgraph_sdk.auth.types import BaseUser
+
+
+@dataclass(frozen=True, slots=True)
+class PriorityContext:
+    """Context passed to the `@priority.assign` function at the first run on a thread with no settings."""
+
+    user: BaseUser
+    """The user from the deployment's auth, custom auth or LangSmith auth. Without auth, `user.identity` is empty."""
+
+    permissions: Sequence[str]
+    """The user's permissions from the same auth. Without auth, it's empty."""
+
+    thread_id: str | None
+    """The thread's ID, or `None` when the run creates its thread without being given an ID."""
+
+    thread_metadata: dict[str, typing.Any]
+    """The thread's metadata."""
+
+    assistant_id: str
+    """The ID of the assistant the run uses."""
+
+    graph_id: str
+    """The ID of the graph the assistant runs."""
+
+    assistant_metadata: dict[str, typing.Any]
+    """The assistant's metadata."""
+
+    run_metadata: dict[str, typing.Any]
+    """The run's metadata."""
+
+    cron_id: str | None
+    """The ID of the cron that started the run, or `None` when no cron started it."""
+
+
+class PrioritySettings(typing.TypedDict, total=False):
+    """Priority settings returned by the `@priority.assign` function.
+
+    Every key is optional: a missing key or a key set to `None` takes its
+    default, and returning `None` instead of a dict gives every key its default.
+    A value outside its range, or an empty `fairness_group`, is an error.
+    """
+
+    priority: int | None
+    """An integer from -5 to 5, where 5 runs first and -5 runs last. Defaults to 0."""
+
+    fairness_group: str | None
+    """The thread's fairness group, a non-empty string. Defaults to `"default"`.
+
+    The server stores it unencrypted, even when the deployment uses custom
+    encryption, so use an opaque ID rather than personal data.
+    """
+
+    fairness_weight: int | None
+    """The weight of the thread's fairness group, an integer from 1 to 100. Defaults to 1."""
@@ -79,18 +79,27 @@ class SSEDecoder:
    def __init__(self) -> None:
        self._event = ""
        self._data = bytearray()
-        self._last_event_id = ""
+        self._last_event_id: str | None = None
        self._retry: int | None = None
+        self._at_stream_start = True

    @property
    def last_event_id(self) -> str | None:
-        """Return the last event identifier that was seen."""
+        """Return the last event identifier that was seen.

-        return self._last_event_id or None
+        `None` until the stream sends an `id` field, and `""` after an empty
+        one, which resets the reconnect cursor.
+        """
+
+        return self._last_event_id

    def decode(self, line: bytes) -> StreamPart | None:
        # See: https://html.spec.whatwg.org/multipage/server-sent-events.html#event-stream-interpretation

+        if self._at_stream_start:
+            self._at_stream_start = False
+            line = line.removeprefix(b"\xef\xbb\xbf")
+
        if not line:
            if (
                not self._event
@@ -103,7 +112,7 @@ class SSEDecoder:
            sse = StreamPart(
                event=self._event,
                data=orjson.loads(self._data) if self._data else None,  # ty: ignore[invalid-argument-type]
-                id=self.last_event_id,
+                id=self._last_event_id or None,
            )

            # NOTE: as per the SSE spec, do not reset last_event_id.
@@ -124,6 +133,8 @@ class SSEDecoder:
        if fieldname == b"event":
            self._event = value.decode()
        elif fieldname == b"data":
+            if self._data:
+                self._data.extend(b"\n")
            self._data.extend(value)
        elif fieldname == b"id":
            if b"\0" in value:
@@ -16,7 +16,7 @@ dependencies = [
    "orjson>=3.11.5",
    "langchain-protocol>=0.0.15",
    "langchain-core>=1.4.0,<2",
-    "websockets>=14,<17",
+    "websockets>=14",
 ]

 [tool.hatch.version]
@@ -0,0 +1,67 @@
+"""Child lifecycle completion must not finish the parent thread's output."""
+
+from __future__ import annotations
+
+import asyncio
+from typing import cast
+
+import httpx
+import pytest
+from langchain_protocol import Event
+
+from langgraph_sdk._async.http import HttpClient
+from langgraph_sdk._async.threads import ThreadsClient
+from langgraph_sdk._sync.http import SyncHttpClient
+from langgraph_sdk._sync.stream import _BlockingResult
+from langgraph_sdk._sync.threads import SyncThreadsClient
+from streaming._events import input_requested_event, lifecycle_event
+
+
+@pytest.mark.parametrize("phase", ["completed", "failed"])
+async def test_async_child_terminal_does_not_finish_root(phase):
+    async with httpx.AsyncClient(base_url="http://test") as raw:
+        thread = ThreadsClient(HttpClient(raw)).stream(
+            thread_id="t-1", assistant_id="agent"
+        )
+        thread._run_done = asyncio.get_running_loop().create_future()
+        await thread._apply_lifecycle_event(
+            cast(Event, input_requested_event(namespace=["sub:1"]))
+        )
+        await thread._apply_lifecycle_event(
+            cast(Event, lifecycle_event(namespace=["sub:1"], event=phase))
+        )
+        assert not thread._run_done.done()
+        assert thread.interrupted
+        assert thread.interrupts[0]["namespace"] == ["sub:1"]
+
+        await thread._apply_lifecycle_event(
+            cast(Event, lifecycle_event(event="completed"))
+        )
+        assert thread._run_done.done()
+        assert (await thread._run_done).error is None
+        assert not thread.interrupted
+        assert thread.interrupts == []
+
+
+@pytest.mark.parametrize("phase", ["completed", "failed"])
+def test_sync_child_terminal_does_not_finish_root(phase):
+    with httpx.Client(base_url="http://test") as raw:
+        thread = SyncThreadsClient(SyncHttpClient(raw)).stream(
+            thread_id="t-1", assistant_id="agent"
+        )
+        thread._run_done = _BlockingResult()
+        thread._apply_lifecycle_event(
+            cast(Event, input_requested_event(namespace=["sub:1"]))
+        )
+        thread._apply_lifecycle_event(
+            cast(Event, lifecycle_event(namespace=["sub:1"], event=phase))
+        )
+        assert not thread._run_done.done()
+        assert thread.interrupted
+        assert thread.interrupts[0]["namespace"] == ["sub:1"]
+
+        thread._apply_lifecycle_event(cast(Event, lifecycle_event(event="completed")))
+        assert thread._run_done.done()
+        assert thread._run_done.result().error is None
+        assert not thread.interrupted
+        assert thread.interrupts == []
@@ -1,7 +1,9 @@
 from __future__ import annotations

+import ast
 import inspect
 import re
+from pathlib import Path

 import pytest

@@ -128,3 +130,45 @@ def test_sync_api_matches_async(async_cls, sync_cls):
            f"Return annotation mismatch for {async_cls.__name__}.{name}: "
            f"async={a_ret}, sync={s_ret}"
        )
+
+
+# Stateless overloads (`thread_id: None`) leave out the thread-only parameters,
+# and stateful ones (`thread_id: str`) leave out `on_completion`, which only
+# applies to stateless runs.
+_RUN_OVERLOAD_OMISSIONS = {
+    "None": {"checkpoint", "checkpoint_id", "multitask_strategy"},
+    "str": {"on_completion"},
+}
+
+
+@pytest.mark.parametrize("client_cls", [RunsClient, SyncRunsClient])
+def test_run_overloads_accept_implementation_params(client_cls) -> None:
+    tree = ast.parse(Path(inspect.getfile(client_cls)).read_text())
+    cls = next(
+        node
+        for node in tree.body
+        if isinstance(node, ast.ClassDef) and node.name == client_cls.__name__
+    )
+    defs = [
+        node
+        for node in cls.body
+        if isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef))
+        and node.name in {"stream", "create", "wait"}
+    ]
+    impl_params = {
+        node.name: {arg.arg for arg in node.args.kwonlyargs}
+        for node in defs
+        if not node.decorator_list
+    }
+    gaps = []
+    for stub in defs:
+        if not stub.decorator_list:
+            continue
+        thread_id = next(arg for arg in stub.args.args if arg.arg == "thread_id")
+        assert thread_id.annotation is not None
+        kind = ast.unparse(thread_id.annotation)
+        expected = impl_params[stub.name] - _RUN_OVERLOAD_OMISSIONS[kind]
+        if missing := expected - {arg.arg for arg in stub.args.kwonlyargs}:
+            gaps.append(f"{stub.name}(thread_id: {kind}) line {stub.lineno}: {missing}")
+
+    assert not gaps, gaps
@@ -5,6 +5,7 @@ from pathlib import Path
 from typing import Any

 import httpx
+import orjson
 import pytest
 from typing_extensions import assert_type

@@ -110,6 +111,25 @@ def test_stream_sse():
        assert len(parts) == 79


+def test_sse_decoder_joins_data_lines_with_a_newline():
+    decoder = SSEDecoder()
+    for line in (b"data: [1,", b"data: 2]"):
+        decoder.decode(line)
+    assert decoder.decode(b"") == StreamPart(event="", data=[1, 2], id=None)  # ty: ignore[invalid-argument-type]
+
+    for line in (b"data: [1", b"data: 0]"):
+        decoder.decode(line)
+    with pytest.raises(orjson.JSONDecodeError):
+        decoder.decode(b"")
+
+
+def test_sse_decoder_strips_a_leading_bom():
+    decoder = SSEDecoder()
+    for line in (b"\xef\xbb\xbfevent: values", b"data: 1"):
+        decoder.decode(line)
+    assert decoder.decode(b"") == StreamPart(event="values", data=1, id=None)  # ty: ignore[invalid-argument-type]
+
+
 # --- HTTP client streaming ---


@@ -292,6 +312,52 @@ async def test_http_client_stream_recovers_after_disconnect():
    ]


+def _drop_after_an_empty_id(stream_cls: type, reconnects: list[httpx.Request]):
+    def handler(request: httpx.Request) -> httpx.Response:
+        if request.method == "POST":
+            return httpx.Response(
+                200,
+                headers={"Content-Type": "text/event-stream", "Location": "/reconnect"},
+                stream=stream_cls(
+                    [
+                        b"id: 1\nevent: values\ndata: 1\n\n",
+                        b"id:\nevent: values\ndata: 2\n\n",
+                    ],
+                    httpx.RemoteProtocolError("incomplete chunked read"),
+                ),
+            )
+        reconnects.append(request)
+        return httpx.Response(
+            200,
+            headers={"Content-Type": "text/event-stream"},
+            stream=stream_cls([b"event: end\ndata: null\n\n"]),
+        )
+
+    return handler
+
+
+def test_sync_stream_reconnects_without_a_cursor_after_an_empty_id():
+    reconnects: list[httpx.Request] = []
+    transport = httpx.MockTransport(_drop_after_an_empty_id(ListByteStream, reconnects))
+    with httpx.Client(transport=transport, base_url="https://example.com") as client:
+        list(SyncHttpClient(client).stream("/stream", "POST", json={}))
+
+    assert "last-event-id" not in reconnects[0].headers
+
+
+async def test_async_stream_reconnects_without_a_cursor_after_an_empty_id():
+    reconnects: list[httpx.Request] = []
+    transport = httpx.MockTransport(
+        _drop_after_an_empty_id(AsyncListByteStream, reconnects)
+    )
+    async with httpx.AsyncClient(
+        transport=transport, base_url="https://example.com"
+    ) as client:
+        [part async for part in HttpClient(client).stream("/stream", "POST", json={})]
+
+    assert "last-event-id" not in reconnects[0].headers
+
+
 # --- _sse_to_v2_dict conversion ---


@@ -0,0 +1,128 @@
+import dataclasses
+
+import pytest
+
+import langgraph_sdk
+from langgraph_sdk import Priority, PriorityContext, PrioritySettings
+from langgraph_sdk.encryption import DuplicateHandlerError, LangGraphBetaWarning
+from langgraph_sdk.priority import _warn_priority_beta
+
+
+class _User:
+    is_authenticated = True
+    display_name = "user-1"
+    identity = "user-1"
+    permissions: tuple[str, ...] = ()
+
+    def __getitem__(self, key):
+        return getattr(self, key)
+
+    def __contains__(self, key):
+        return hasattr(self, key)
+
+    def __iter__(self):
+        return iter(("identity", "display_name", "is_authenticated", "permissions"))
+
+
+def _context(thread_id: str | None) -> PriorityContext:
+    return PriorityContext(
+        user=_User(),
+        permissions=[],
+        thread_id=thread_id,
+        thread_metadata={},
+        assistant_id="assistant-1",
+        graph_id="agent",
+        assistant_metadata={"tier": "gold"},
+        run_metadata={},
+        cron_id=None,
+    )
+
+
+async def _no_params() -> PrioritySettings | None:
+    return None
+
+
+async def _two_params(_ctx: PriorityContext, _extra: object) -> PrioritySettings | None:
+    return None
+
+
+def test_priority_and_its_types_are_exported():
+    assert {"Priority", "PriorityContext", "PrioritySettings"} <= set(
+        langgraph_sdk.__all__
+    )
+    assert Priority.types.PriorityContext is PriorityContext
+    assert Priority.types.PrioritySettings is PrioritySettings
+
+
+def test_construction_warns_that_priority_is_beta():
+    # The warning fires once per process, so an earlier test may have used it up.
+    _warn_priority_beta.cache_clear()
+    with pytest.warns(LangGraphBetaWarning, match="Priority API is in beta"):
+        Priority()
+
+
+def test_assign_registers_and_returns_the_function():
+    priority = Priority()
+
+    async def assign(_ctx: PriorityContext) -> PrioritySettings | None:
+        return {"priority": 3, "fairness_group": "org-42"}
+
+    assert priority.assign(assign) is assign
+    assert priority._assign_handler is assign
+
+
+def test_assign_rejects_a_sync_function():
+    priority = Priority()
+
+    def assign(_ctx: PriorityContext) -> PrioritySettings | None:
+        return None
+
+    with pytest.raises(TypeError, match="must be an async function"):
+        priority.assign(assign)  # ty: ignore[invalid-argument-type]
+    assert priority._assign_handler is None
+
+
+@pytest.mark.parametrize("fn", [_no_params, _two_params])
+def test_assign_rejects_the_wrong_number_of_parameters(fn):
+    priority = Priority()
+
+    with pytest.raises(TypeError, match="must accept exactly 1 parameter"):
+        priority.assign(fn)
+    assert priority._assign_handler is None
+
+
+def test_assign_rejects_a_second_function():
+    priority = Priority()
+
+    @priority.assign
+    async def first(_ctx: PriorityContext) -> PrioritySettings | None:
+        return None
+
+    with pytest.raises(DuplicateHandlerError):
+
+        @priority.assign
+        async def second(_ctx: PriorityContext) -> PrioritySettings | None:
+            return None
+
+    assert priority._assign_handler is first
+
+
+def test_context_accepts_no_thread_id():
+    # `make lint` type-checks this call too, so `thread_id` must accept None there.
+    assert _context(thread_id=None).thread_id is None
+
+
+def test_context_is_frozen():
+    ctx = _context(thread_id="thread-1")
+
+    with pytest.raises(dataclasses.FrozenInstanceError):
+        ctx.thread_id = "thread-2"  # ty: ignore[invalid-assignment]
+
+
+def test_every_settings_key_is_optional():
+    assert PrioritySettings.__optional_keys__ == {
+        "priority",
+        "fairness_group",
+        "fairness_weight",
+    }
+    assert PrioritySettings.__required_keys__ == frozenset()
@@ -0,0 +1,119 @@
+from __future__ import annotations
+
+import json
+from collections.abc import AsyncIterator, Iterator
+
+import httpx
+import pytest
+
+from langgraph_sdk.client import (
+    HttpClient,
+    RunsClient,
+    SyncHttpClient,
+    SyncRunsClient,
+)
+
+
+class _BodyDropsMidRead(httpx.SyncByteStream, httpx.AsyncByteStream):
+    def __iter__(self) -> Iterator[bytes]:
+        yield b'{"partial'
+        raise httpx.ReadError("connection dropped")
+
+    async def __aiter__(self) -> AsyncIterator[bytes]:
+        yield b'{"partial'
+        raise httpx.ReadError("connection dropped")
+
+
+def _wait_handler(requests: list[httpx.Request]):
+    def handler(request: httpx.Request) -> httpx.Response:
+        requests.append(request)
+        if request.method == "POST":
+            return httpx.Response(
+                200,
+                headers={"Location": "/threads/t1/runs/r1/join"},
+                stream=_BodyDropsMidRead(),
+            )
+        return httpx.Response(200, json={"done": True})
+
+    return handler
+
+
+def _assert_bodyless_get(request: httpx.Request) -> None:
+    assert request.method == "GET"
+    assert request.url.path == "/threads/t1/runs/r1/join"
+    assert "content-length" not in request.headers, request.headers
+    assert "content-type" not in request.headers, request.headers
+    assert request.read() == b""
+
+
+def test_sync_wait_reconnects_with_a_bodyless_get():
+    requests: list[httpx.Request] = []
+    transport = httpx.MockTransport(_wait_handler(requests))
+    with httpx.Client(transport=transport, base_url="https://example.com") as client:
+        runs = SyncRunsClient(SyncHttpClient(client))
+        with pytest.warns(UserWarning, match="attempting reconnect"):
+            result = runs.wait("t1", "agent", input={"question": "hi"})
+
+    assert result == {"done": True}
+    _assert_bodyless_get(requests[1])
+
+
+async def test_async_wait_reconnects_with_a_bodyless_get():
+    requests: list[httpx.Request] = []
+    transport = httpx.MockTransport(_wait_handler(requests))
+    async with httpx.AsyncClient(
+        transport=transport, base_url="https://example.com"
+    ) as client:
+        runs = RunsClient(HttpClient(client))
+        with pytest.warns(UserWarning, match="attempting reconnect"):
+            result = await runs.wait("t1", "agent", input={"question": "hi"})
+
+    assert result == {"done": True}
+    _assert_bodyless_get(requests[1])
+
+
+def test_sync_wait_raises_the_run_error():
+    requests: list[httpx.Request] = []
+
+    def handler(request: httpx.Request) -> httpx.Response:
+        requests.append(request)
+        return httpx.Response(
+            200, json={"__error__": {"error": "RuntimeError", "message": "boom"}}
+        )
+
+    transport = httpx.MockTransport(handler)
+    with httpx.Client(transport=transport, base_url="https://example.com") as client:
+        runs = SyncRunsClient(SyncHttpClient(client))
+        with pytest.raises(Exception, match="RuntimeError: boom"):
+            runs.wait("t1", "agent", input={}, raise_error=True)
+
+    assert "raise_error" not in json.loads(requests[0].content)
+
+
+@pytest.mark.parametrize("asynchronous", [False, True])
+async def test_wait_returns_the_run_error_without_raise_error(asynchronous):
+    requests: list[httpx.Request] = []
+    run_error = {"__error__": {"error": "RuntimeError", "message": "boom"}}
+
+    def handler(request: httpx.Request) -> httpx.Response:
+        requests.append(request)
+        return httpx.Response(200, json=run_error)
+
+    transport = httpx.MockTransport(handler)
+    if asynchronous:
+        async with httpx.AsyncClient(
+            transport=transport, base_url="https://example.com"
+        ) as client:
+            result = await RunsClient(HttpClient(client)).wait(
+                "t1", "agent", input={}, raise_error=False
+            )
+    else:
+        with httpx.Client(
+            transport=transport, base_url="https://example.com"
+        ) as client:
+            result = SyncRunsClient(SyncHttpClient(client)).wait(
+                "t1", "agent", input={}, raise_error=False
+            )
+
+    assert result == run_error
+    assert "raise_error" not in json.loads(requests[0].content)
@@ -40,11 +40,11 @@ wheels = [

 [[package]]
 name = "certifi"
-version = "2026.2.25"
+version = "2026.10.19"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/af/2d/7bf41579a8986e348fa033a31cdd0e4121114f6bce2457e8876010b092dd/certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7", size = 155029, upload-time = "2026-02-25T02:54:17.342Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a6/bd/1436c50cc46699de0230fbaacc1d1de7bfec413176099949e9d5112e88f2/certifi-2026.10.19.tar.gz", hash = "sha256:035c1e85572b141bf1c3a3eff0e33a8eb74917522f2559075ff8d2fea780a1ae", size = 137598, upload-time = "2026-10-20T02:24:16.604Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa", size = 153684, upload-time = "2026-02-25T02:54:15.766Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/51/29046e48f693c54e5b7412216d447a1d8362c9653148d98c02cdf65fa733/certifi-2026.10.19-py3-none-any.whl", hash = "sha256:42d35340cc5b9ba78e818ddbff0c5b1c2b779de448a340fd1b989f5fa8670e1b", size = 136464, upload-time = "2026-10-20T02:24:15.072Z" },
 ]

 [[package]]
@@ -301,7 +301,7 @@ wheels = [

 [[package]]
 name = "langgraph"
-version = "1.2.16"
+version = "1.2.18"
 source = { editable = "../langgraph" }
 dependencies = [
    { name = "langchain-core" },
@@ -385,7 +385,7 @@ test = [

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.3.0"
+version = "4.3.1"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -454,7 +454,7 @@ dev = [
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
    { name = "langgraph-checkpoint-postgres", editable = "../checkpoint-postgres" },
    { name = "langgraph-checkpoint-sqlite", editable = "../checkpoint-sqlite" },
-    { name = "psycopg-binary" },
+    { name = "psycopg", extras = ["binary"] },
    { name = "pytest" },
    { name = "pytest-asyncio" },
    { name = "pytest-mock" },
@@ -474,7 +474,7 @@ test = [
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
    { name = "langgraph-checkpoint-postgres", editable = "../checkpoint-postgres" },
    { name = "langgraph-checkpoint-sqlite", editable = "../checkpoint-sqlite" },
-    { name = "psycopg-binary" },
+    { name = "psycopg", extras = ["binary"] },
    { name = "pytest" },
    { name = "pytest-asyncio" },
    { name = "pytest-mock" },
@@ -525,7 +525,7 @@ requires-dist = [
    { name = "langchain-core", specifier = ">=1.4.0,<2" },
    { name = "langchain-protocol", specifier = ">=0.0.15" },
    { name = "orjson", specifier = ">=3.11.5" },
-    { name = "websockets", specifier = ">=14,<17" },
+    { name = "websockets", specifier = ">=14" },
 ]

 [package.metadata.requires-dev]