cli: rename langgraph.json to langsmith.json

Rename the default config filename from `langgraph.json` to
`langsmith.json` as part of the "LangGraph Platform" to "LangSmith
Deployment" rebranding.

Backward compatibility is preserved: the CLI falls back to
`langgraph.json` with a deprecation warning when `langsmith.json`
is not found. A new `_resolve_config` callback handles the
resolution logic for all `--config` click options.

Changes span libs/cli (core logic, examples, tests), libs/sdk-py
(docstrings), libs/langgraph (Makefile), and .github CI scripts.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

.github/ISSUE_TEMPLATE/bug-report.yml

@@ -8,6 +8,8 @@ body:
       value: |
         Thank you for taking the time to file a bug report.
 
+        > **All contributions must be in English.** See the [language policy](https://docs.langchain.com/oss/python/contributing/overview#language-policy).
+
         For usage questions, feature requests and general design questions, please use the [LangChain Forum](https://forum.langchain.com/).
 
         Check these before submitting to see if your issue has already been reported, fixed or if there's another way to solve your problem:
@@ -37,6 +39,16 @@ body:
           required: true
         - label: I posted a self-contained, minimal, reproducible example. A maintainer can copy it and run it AS IS.
           required: true
+  - type: textarea
+    id: related
+    validations:
+      required: false
+    attributes:
+      label: Related Issues / PRs
+      description: |
+        If this bug is related to any existing issues or pull requests, please link them here.
+      placeholder: |
+        * e.g. #123, #456
   - type: textarea
     id: reproduction
     validations:

.github/ISSUE_TEMPLATE/config.yml

@@ -2,13 +2,13 @@ blank_issues_enabled: false
 version: 2.1
 contact_links:
   - name: 💬 LangChain Forum
-    url:  https://forum.langchain.com/
+    url: https://forum.langchain.com/
     about: General community discussions and support
   - name: 📚 LangGraph Documentation
     url: https://docs.langchain.com/oss/python/langgraph/overview
     about: View the official LangGraph documentation
   - name: 📚 API Reference Documentation
-    url: https://reference.langchain.com/python/
+    url: https://reference.langchain.com/python/langgraph/
     about: View the official LangGraph API reference documentation
   - name: 📚 Documentation issue
     url: https://github.com/langchain-ai/docs/issues/new?template=02-langgraph.yml

.github/ISSUE_TEMPLATE/privileged.yml

@@ -1,22 +1,21 @@
-name: 🔒 Privileged
-description: You are a LangGraph maintainer, or was asked directly by a maintainer to create an issue here. If not, check the other options.
+name: "\U0001F512 Privileged"
+description: You are a LangGraph maintainer. If not, check the other options.
 body:
   - type: markdown
     attributes:
       value: |
-        Thanks for your interest in LangGraph! 🚀
+        > **All contributions must be in English.** See the [language policy](https://docs.langchain.com/oss/python/contributing/overview#language-policy).
 
-        If you are not a LangGraph maintainer or were not asked directly by a maintainer to create an issue, then please start the conversation on the [LangChain Forum](https://forum.langchain.com/) instead.
+        If you are not a LangGraph maintainer, employee, or were not asked directly by a maintainer to create an issue, then please start the conversation on the [LangChain Forum](https://forum.langchain.com/) instead.
 
-        You are a LangGraph maintainer if you maintain any of the packages inside of the LangGraph repository 
-        or are a regular contributor to LangGraph with previous merged merged pull requests.
+        **Note:** Do not begin work on a PR unless explicitly assigned to this issue by a maintainer.
   - type: checkboxes
     id: privileged
     attributes:
       label: Privileged issue
       description: Confirm that you are allowed to create an issue here.
       options:
-        - label: I am a LangGraph maintainer, or was asked directly by a LangGraph maintainer to create an issue here.
+        - label: I am a LangGraph maintainer.
           required: true
   - type: textarea
     id: content
@@ -26,4 +25,4 @@ body:
   - type: markdown
     attributes:
       value: |
-        Community members should **NOT** work on Privileged issues unless these issues have been explicitly marked with a "help-wanted" tag.
+        Please do not begin work on a PR unless explicitly assigned to this issue by a maintainer.

.github/PULL_REQUEST_TEMPLATE.md

@@ -1,31 +1,40 @@
-Thank you for contributing to LangGraph! Follow these steps to mark your pull request as ready for review. **If any of these steps are not completed, your PR will not be considered for review.**
+Fixes #
 
-- [ ] **PR title**: Follows the format: {TYPE}({SCOPE}): {DESCRIPTION}
-  - Examples:
-    - feat(core): add multi-tenant support
-    - fix(cli): resolve flag parsing error
-    - docs(openai): update API usage examples
-  - Allowed `{TYPE}` values:
-    - feat, fix, docs, style, refactor, perf, test, build, ci, chore, revert, release
-  - Allowed `{SCOPE}` values (optional):
-    - langgraph, docs, cli, checkpoint, checkpoint-postgres, checkpoint-sqlite, prebuilt, scheduler-kafka, sdk-py
-  - Once you've written the title, please delete this checklist item; do not include it in the PR.
+<!-- Replace everything above this line with a 1-2 sentence description of your change. Keep the "Fixes #xx" keyword and update the issue number. -->
 
-- [ ] **PR message**: ***Delete this entire checklist*** and replace with
-  - **Description:** a description of the change. Include a [closing keyword](https://docs.github.com/en/issues/tracking-your-work-with-issues/using-issues/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword) if applicable.
-  - **Issue:** the issue # it fixes, if applicable
-  - **Dependencies:** any dependencies required for this change
-  - **Twitter handle:** if your PR gets announced, and you'd like a mention, we'll gladly shout you out!
+Read the full contributing guidelines: https://docs.langchain.com/oss/python/contributing/overview
 
-- [ ] **Add tests and docs**: If you're adding a new integration, you must include:
-  1. A test for the integration, preferably unit tests that do not rely on network access,
-  2. An example notebook showing its use. It lives in `docs/docs/integrations` directory.
+> **All contributions must be in English.** See the [language policy](https://docs.langchain.com/oss/python/contributing/overview#language-policy).
 
-- [ ] **Lint and test**: Run `make format`, `make lint` and `make test` from the root of the package(s) you've modified. We will not consider a PR unless these three are passing in CI. See [contribution guidelines](https://docs.langchain.com/oss/python/contributing/overview) for more.
+If you paste a large clearly AI generated description here your PR may be IGNORED or CLOSED!
+
+Thank you for contributing to LangGraph! Follow these steps to have your pull request considered as ready for review.
+
+1. PR title: Should follow the format: TYPE(SCOPE): DESCRIPTION
+
+    - feat(langgraph): add multi-tenant support
+  - Allowed TYPE and SCOPE values: https://github.com/langchain-ai/langgraph/blob/main/.github/workflows/pr_lint.yml#L19-L43
+
+2. PR description:
+
+  - Write 1-2 sentences summarizing the change.
+  - The `Fixes #xx` line at the top is **required** for external contributions — update the issue number and keep the keyword. This links your PR to the approved issue and auto-closes it on merge.
+  - If there are any breaking changes, please clearly describe them.
+  - If this PR depends on another PR being merged first, please include "Depends on #PR_NUMBER" in the description.
+
+3. Run `make format`, `make lint` and `make test` from the root of the package(s) you've modified.
+
+  - We will not consider a PR unless these three are passing in CI.
+
+4. How did you verify your code works?
 
 Additional guidelines:
 
-- Make sure optional dependencies are imported within a function.
-- Please do not add dependencies to `pyproject.toml` files (even optional ones) unless they are **required** for unit tests.
-- Most PRs should not touch more than one package.
-- Changes should be backwards compatible.
+  - All external PRs must link to an issue or discussion where a solution has been approved by a maintainer, and you must be assigned to that issue. PRs without prior approval will be closed.
+  - PRs should not touch more than one package unless absolutely necessary.
+  - Do not update the `uv.lock` files or add dependencies to `pyproject.toml` files (even optional ones) unless you have explicit permission to do so by a maintainer.
+
+## Social handles (optional)
+<!-- If you'd like a shoutout on release, add your socials below -->
+Twitter: @
+LinkedIn: https://linkedin.com/in/

.github/actions/uv_setup/action.yml

@@ -0,0 +1,35 @@
+# Helper to set up Python and uv with caching
+
+name: uv-install
+description: Set up Python and uv with caching
+
+inputs:
+  python-version:
+    description: Python version, supporting MAJOR.MINOR only
+    required: true
+  enable-cache:
+    description: Enable caching for uv dependencies
+    required: false
+    default: "true"
+  cache-suffix:
+    description: Custom cache key suffix for cache invalidation
+    required: false
+    default: ""
+  working-directory:
+    description: Working directory for cache glob scoping
+    required: false
+    default: "**"
+
+runs:
+  using: composite
+  steps:
+    - name: Install uv and set the python version
+      uses: astral-sh/setup-uv@v7
+      with:
+        python-version: ${{ inputs.python-version }}
+        enable-cache: ${{ inputs.enable-cache }}
+        cache-dependency-glob: |
+          ${{ inputs.working-directory }}/pyproject.toml
+          ${{ inputs.working-directory }}/uv.lock
+          ${{ inputs.working-directory }}/requirements*.txt
+        cache-suffix: ${{ inputs.cache-suffix }}

.github/dependabot.yml

@@ -3,109 +3,186 @@ updates:
   - package-ecosystem: "github-actions"
     directory: "/"
     schedule:
-      interval: "weekly"
-      day: "monday"
+      interval: "monthly"
     groups:
-      all-dependencies:
+      minor-and-patch:
         patterns:
           - "*"
+        update-types:
+          - "minor"
+          - "patch"
+      major:
+        patterns:
+          - "*"
+        update-types:
+          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/checkpoint"
     schedule:
-      interval: "weekly"
-      day: "monday"
+      interval: "monthly"
     groups:
-      all-dependencies:
+      minor-and-patch:
         patterns:
           - "*"
+        update-types:
+          - "minor"
+          - "patch"
+      major:
+        patterns:
+          - "*"
+        update-types:
+          - "major"
+
   - package-ecosystem: "uv"
     directory: "/libs/checkpoint-conformance"
     schedule:
-      interval: "weekly"
-      day: "monday"
+      interval: "monthly"
     groups:
-      all-dependencies:
+      minor-and-patch:
         patterns:
           - "*"
-
+        update-types:
+          - "minor"
+          - "patch"
+      major:
+        patterns:
+          - "*"
+        update-types:
+          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/checkpoint-postgres"
     schedule:
-      interval: "weekly"
-      day: "monday"
+      interval: "monthly"
     groups:
-      all-dependencies:
+      minor-and-patch:
         patterns:
           - "*"
+        update-types:
+          - "minor"
+          - "patch"
+      major:
+        patterns:
+          - "*"
+        update-types:
+          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/checkpoint-sqlite"
     schedule:
-      interval: "weekly"
-      day: "monday"
+      interval: "monthly"
     groups:
-      all-dependencies:
+      minor-and-patch:
         patterns:
           - "*"
+        update-types:
+          - "minor"
+          - "patch"
+      major:
+        patterns:
+          - "*"
+        update-types:
+          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/cli"
     schedule:
-      interval: "weekly"
-      day: "monday"
+      interval: "monthly"
     groups:
-      all-dependencies:
+      minor-and-patch:
         patterns:
           - "*"
+        update-types:
+          - "minor"
+          - "patch"
+      major:
+        patterns:
+          - "*"
+        update-types:
+          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/langgraph"
     schedule:
-      interval: "weekly"
-      day: "monday"
+      interval: "monthly"
     groups:
-      all-dependencies:
+      minor-and-patch:
         patterns:
           - "*"
+        update-types:
+          - "minor"
+          - "patch"
+      major:
+        patterns:
+          - "*"
+        update-types:
+          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/prebuilt"
     schedule:
-      interval: "weekly"
-      day: "monday"
+      interval: "monthly"
     groups:
-      all-dependencies:
+      minor-and-patch:
         patterns:
           - "*"
+        update-types:
+          - "minor"
+          - "patch"
+      major:
+        patterns:
+          - "*"
+        update-types:
+          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/sdk-py"
     schedule:
-      interval: "weekly"
-      day: "monday"
+      interval: "monthly"
     groups:
-      all-dependencies:
+      minor-and-patch:
         patterns:
           - "*"
+        update-types:
+          - "minor"
+          - "patch"
+      major:
+        patterns:
+          - "*"
+        update-types:
+          - "major"
 
   - package-ecosystem: "npm"
     directory: "/libs/cli/js-examples"
     schedule:
-      interval: "weekly"
-      day: "monday"
+      interval: "monthly"
     groups:
-      all-dependencies:
+      minor-and-patch:
         patterns:
           - "*"
+        update-types:
+          - "minor"
+          - "patch"
+      major:
+        patterns:
+          - "*"
+        update-types:
+          - "major"
 
   - package-ecosystem: "npm"
     directory: "/libs/cli/js-monorepo-example"
     schedule:
-      interval: "weekly"
-      day: "monday"
+      interval: "monthly"
     groups:
-      all-dependencies:
+      minor-and-patch:
         patterns:
           - "*"
+        update-types:
+          - "minor"
+          - "patch"
+      major:
+        patterns:
+          - "*"
+        update-types:
+          - "major"

.github/scripts/run_langgraph_cli_test.py

@@ -165,7 +165,7 @@ if __name__ == "__main__":
 
     parser = argparse.ArgumentParser()
     parser.add_argument("-t", "--tag", type=str)
-    parser.add_argument("-c", "--config", type=str, default="./langgraph.json")
+    parser.add_argument("-c", "--config", type=str, default="./langsmith.json")
     parser.add_argument("-p", "--port", type=int, default=DEFAULT_PORT)
     args = parser.parse_args()
     try:

.github/workflows/_integration_test.yml

@@ -41,17 +41,16 @@ jobs:
       - name: Get changed files
         id: changed-files
         if: github.event_name != 'workflow_dispatch'
-        uses: Ana06/get-changed-files@v2.3.0
+        uses: Ana06/get-changed-files@25f79e676e7ea1868813e21465014798211fad8c # v2.3.0
         with:
           filter: "libs/cli/**"
       - name: Set up Python ${{ matrix.python-version }}
         if: (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch')
-        uses: astral-sh/setup-uv@v7
+        uses: ./.github/actions/uv_setup
         with:
           python-version: ${{ matrix.python-version }}
-          enable-cache: true
           cache-suffix: "cli-integration-test"
-          ignore-nothing-to-cache: true
+          working-directory: libs/cli
       - name: Install cli globally
         if: (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch')
         run: pip install -e .
@@ -84,13 +83,13 @@ jobs:
         if: ${{ (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch') &&matrix.example.name == 'A' }}
         working-directory: libs/cli/js-monorepo-example
         run: |
-          langgraph build -t langgraph-test-f -c apps/agent/langgraph.json --build-command "yarn run turbo build" --install-command "yarn install"
+          langgraph build -t langgraph-test-f -c apps/agent/langsmith.json --build-command "yarn run turbo build" --install-command "yarn install"
 
       - name: Build Python monorepo service
         if: ${{ (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch') &&matrix.example.name == 'A' }}
         working-directory: libs/cli/python-monorepo-example
         run: |
-          langgraph build -t langgraph-test-g -c apps/agent/langgraph.json
+          langgraph build -t langgraph-test-g -c apps/agent/langsmith.json
       - name: Test Python monorepo service
         if: ${{ (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch') &&matrix.example.name == 'A' && env.HAS_LANGSMITH_API_KEY == 'true' }}
         working-directory: libs/cli/python-monorepo-example
@@ -99,7 +98,7 @@ jobs:
         run: |
           cp apps/agent/.env.example apps/agent/.env
           echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> apps/agent/.env
-          timeout 60 python ../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-g -c apps/agent/langgraph.json
+          timeout 60 python ../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-g -c apps/agent/langsmith.json
 
       - name: Build prerelease reqs service
         if: ${{ (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch') &&matrix.example.name == 'A' }}
@@ -117,8 +116,8 @@ jobs:
           timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-h
           echo "Finished starting up langgraph-test-h"
           LANGGRAPH_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langgraph'); print(v);")
-          if [ "$LANGGRAPH_VERSION" != "1.0.8" ]; then
-            echo "LANGGRAPH_VERSION != 1.0.8; $LANGGRAPH_VERSION"
+          if [ "$LANGGRAPH_VERSION" != "1.1.2" ]; then
+            echo "LANGGRAPH_VERSION != 1.1.2; $LANGGRAPH_VERSION"
             exit 1
           fi
           LANGCHAIN_OPENAI_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langchain-openai'); print(v);")

.github/workflows/_lint.yml

@@ -35,16 +35,16 @@ jobs:
       - name: Get changed files
         id: changed-files
         if: github.event_name != 'workflow_dispatch'
-        uses: Ana06/get-changed-files@v2.3.0
+        uses: Ana06/get-changed-files@25f79e676e7ea1868813e21465014798211fad8c # v2.3.0
         with:
           filter: "${{ inputs.working-directory }}/**"
       - name: Set up Python ${{ matrix.python-version }}
         if: steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch'
-        uses: astral-sh/setup-uv@v7
+        uses: ./.github/actions/uv_setup
         with:
           python-version: ${{ matrix.python-version }}
-          enable-cache: true
           cache-suffix: lint-${{ inputs.working-directory }}
+          working-directory: ${{ inputs.working-directory }}
 
       - name: Install dependencies
         if: steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch'

.github/workflows/_test.yml

@@ -27,13 +27,13 @@ jobs:
     steps:
       - uses: actions/checkout@v6
       - name: Set up Python ${{ matrix.python-version }}
-        uses: astral-sh/setup-uv@v7
+        uses: ./.github/actions/uv_setup
         with:
           python-version: ${{ matrix.python-version }}
-          enable-cache: true
           cache-suffix: test-${{ inputs.working-directory }}
+          working-directory: ${{ inputs.working-directory }}
       - name: Login to Docker Hub
-        uses: docker/login-action@v4
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4
         if: ${{ !github.event.pull_request.head.repo.fork }}
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}

.github/workflows/_test_langgraph.yml

@@ -25,13 +25,13 @@ jobs:
     steps:
       - uses: actions/checkout@v6
       - name: Set up Python ${{ matrix.python-version }}
-        uses: astral-sh/setup-uv@v7
+        uses: ./.github/actions/uv_setup
         with:
           python-version: ${{ matrix.python-version }}
-          enable-cache: true
           cache-suffix: "test-langgraph"
+          working-directory: libs/langgraph
       - name: Login to Docker Hub
-        uses: docker/login-action@v4
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4
         if: ${{ !github.event.pull_request.head.repo.fork }}
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}

.github/workflows/_test_release.yml

@@ -25,12 +25,12 @@ jobs:
     steps:
       - uses: actions/checkout@v6
 
-      - name: Set up Python $${ env.PYTHON_VERSION }}
-        uses: astral-sh/setup-uv@v7
+      - name: Set up Python ${{ env.PYTHON_VERSION }}
+        uses: ./.github/actions/uv_setup
         with:
           python-version: ${{ env.PYTHON_VERSION }}
-          enable-cache: true
           cache-suffix: "release"
+          working-directory: ${{ inputs.working-directory }}
 
       # We want to keep this build stage *separate* from the release stage,
       # so that there's no sharing of permissions between them.
@@ -82,7 +82,7 @@ jobs:
           path: ${{ inputs.working-directory }}/dist/
 
       - name: Publish to test PyPI
-        uses: pypa/gh-action-pypi-publish@release/v1
+        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # release/v1
         with:
           packages-dir: ${{ inputs.working-directory }}/dist/
           verbose: true

.github/workflows/baseline.yml

@@ -20,11 +20,11 @@ jobs:
       - uses: actions/checkout@v6
       - run: SHA=$(git rev-parse HEAD) && echo "SHA=$SHA" >> $GITHUB_ENV
       - name: Set up Python 3.11
-        uses: astral-sh/setup-uv@v7
+        uses: ./.github/actions/uv_setup
         with:
           python-version: "3.11"
-          enable-cache: true
           cache-suffix: "bench"
+          working-directory: libs/langgraph
       - name: Install dependencies
         run: uv sync --group test
       - name: Run benchmarks

.github/workflows/bench.yml

@@ -18,15 +18,15 @@ jobs:
       - uses: actions/checkout@v6
       - id: files
         name: Get changed files
-        uses: Ana06/get-changed-files@v2.3.0
+        uses: Ana06/get-changed-files@25f79e676e7ea1868813e21465014798211fad8c # v2.3.0
         with:
           format: json
       - name: Set up Python 3.11
-        uses: astral-sh/setup-uv@v7
+        uses: ./.github/actions/uv_setup
         with:
           python-version: "3.11"
-          enable-cache: true
           cache-suffix: "bench"
+          working-directory: libs/langgraph
       - name: Install dependencies
         run: uv sync --group test
       - name: Download baseline

.github/workflows/ci.yml

@@ -30,7 +30,7 @@ jobs:
       deps: ${{ steps.filter.outputs.deps || 'true' }}
     steps:
       - uses: actions/checkout@v6
-      - uses: dorny/paths-filter@v3
+      - uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4
         if: github.event_name != 'workflow_dispatch'
         id: filter
         with:
@@ -125,11 +125,11 @@ jobs:
     steps:
       - uses: actions/checkout@v6
       - name: Set up Python ${{ matrix.python-version }}
-        uses: astral-sh/setup-uv@v7
+        uses: ./.github/actions/uv_setup
         with:
           python-version: "3.13"
-          enable-cache: true
           cache-suffix: "schema-check-cli"
+          working-directory: libs/cli
       - name: Install CLI dependencies
         run: |
           cd libs/cli

.github/workflows/deploy-redirects.yml

@@ -46,4 +46,4 @@ jobs:
 
       - name: Deploy to GitHub Pages
         id: deployment
-        uses: actions/deploy-pages@v4
+        uses: actions/deploy-pages@v5

.github/workflows/pr_lint.yml

@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Validate PR Title
-        uses: amannn/action-semantic-pull-request@v6
+        uses: amannn/action-semantic-pull-request@48f256284bd46cdaab1048c3721360e808335d50 # v6
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         with:

.github/workflows/release.yml

@@ -28,11 +28,11 @@ jobs:
       - uses: actions/checkout@v6
 
       - name: Set up Python
-        uses: astral-sh/setup-uv@v7
+        uses: ./.github/actions/uv_setup
         with:
           python-version: ${{ env.PYTHON_VERSION }}
-          enable-cache: true
           cache-suffix: "release"
+          working-directory: ${{ inputs.working-directory }}
 
       # We want to keep this build stage *separate* from the release stage,
       # so that there's no sharing of permissions between them.
@@ -173,10 +173,11 @@ jobs:
       #   used in the real world.
 
       - name: Set up Python
-        uses: astral-sh/setup-uv@v7
+        uses: ./.github/actions/uv_setup
         with:
           python-version: ${{ env.PYTHON_VERSION }}
-          enable-cache: true
+          enable-cache: false
+          working-directory: ${{ inputs.working-directory }}
 
       - name: Import published package
         shell: bash
@@ -263,11 +264,11 @@ jobs:
       - uses: actions/checkout@v6
 
       - name: Set up Python
-        uses: astral-sh/setup-uv@v7
+        uses: ./.github/actions/uv_setup
         with:
           python-version: ${{ env.PYTHON_VERSION }}
-          enable-cache: true
           cache-suffix: "release"
+          working-directory: ${{ inputs.working-directory }}
 
       - uses: actions/download-artifact@v8
         with:
@@ -275,7 +276,7 @@ jobs:
           path: ${{ inputs.working-directory }}/dist/
 
       - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@release/v1
+        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # release/v1
         with:
           packages-dir: ${{ inputs.working-directory }}/dist/
           verbose: true
@@ -304,11 +305,11 @@ jobs:
       - uses: actions/checkout@v6
 
       - name: Set up Python
-        uses: astral-sh/setup-uv@v7
+        uses: ./.github/actions/uv_setup
         with:
           python-version: ${{ env.PYTHON_VERSION }}
-          enable-cache: true
           cache-suffix: "release"
+          working-directory: ${{ inputs.working-directory }}
 
       - uses: actions/download-artifact@v8
         with:
@@ -316,7 +317,7 @@ jobs:
           path: ${{ inputs.working-directory }}/dist/
 
       - name: Create Tag
-        uses: ncipollo/release-action@v1
+        uses: ncipollo/release-action@339a81892b84b4eeb0f6e744e4574d79d0d9b8dd # v1
         with:
           artifacts: "dist/*"
           token: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/require_issue_link.yml

@@ -0,0 +1,419 @@
+# Require external PRs to reference an approved issue (e.g. Fixes #NNN) and
+# the PR author to be assigned to that issue. On failure the PR is
+# labeled "missing-issue-link", commented on, and closed.
+#
+# Maintainer override: an org member can reopen the PR or remove
+# "missing-issue-link" — both add "bypass-issue-check" and reopen.
+#
+# Dependency: tag-external-prs.yml must apply the "external" label
+# first. This workflow does NOT trigger on "opened" (new PRs have no labels
+# yet, so the gate would always skip).
+
+name: Require Issue Link
+
+on:
+  pull_request_target:
+    types: [edited, reopened, labeled, unlabeled]
+
+# ──────────────────────────────────────────────────────────────────────────────
+# Enforcement gate: set to 'true' to activate the issue link requirement.
+# When 'false', the workflow still runs the check logic (useful for dry-run
+# visibility) but will NOT label, comment, close, or fail PRs.
+# ──────────────────────────────────────────────────────────────────────────────
+env:
+  ENFORCE_ISSUE_LINK: "true"
+
+permissions:
+  contents: read
+
+jobs:
+  check-issue-link:
+    # Run when the "external" label is added, on edit/reopen if already labeled,
+    # or when "missing-issue-link" is removed (triggers maintainer override check).
+    # Skip entirely when the PR already carries "trusted-contributor" or
+    # "bypass-issue-check".
+    if: >-
+      !contains(github.event.pull_request.labels.*.name, 'trusted-contributor') &&
+      !contains(github.event.pull_request.labels.*.name, 'bypass-issue-check') &&
+      (
+        (github.event.action == 'labeled' && github.event.label.name == 'external') ||
+        (github.event.action == 'unlabeled' && github.event.label.name == 'missing-issue-link' && contains(github.event.pull_request.labels.*.name, 'external')) ||
+        (github.event.action != 'labeled' && github.event.action != 'unlabeled' && contains(github.event.pull_request.labels.*.name, 'external'))
+      )
+    runs-on: ubuntu-latest
+    permissions:
+      actions: write
+      pull-requests: write
+
+    steps:
+      - name: Check for issue link and assignee
+        id: check-link
+        uses: actions/github-script@v8
+        with:
+          script: |
+            const { owner, repo } = context.repo;
+            const prNumber = context.payload.pull_request.number;
+            const action = context.payload.action;
+
+            // ── Helper: ensure a label exists, then add it to the PR ────────
+            async function ensureAndAddLabel(labelName, color) {
+              try {
+                await github.rest.issues.getLabel({ owner, repo, name: labelName });
+              } catch (e) {
+                if (e.status !== 404) throw e;
+                try {
+                  await github.rest.issues.createLabel({ owner, repo, name: labelName, color });
+                } catch (createErr) {
+                  // 422 = label was created by a concurrent run between our
+                  // GET and POST — safe to ignore.
+                  if (createErr.status !== 422) throw createErr;
+                }
+              }
+              await github.rest.issues.addLabels({
+                owner, repo, issue_number: prNumber, labels: [labelName],
+              });
+            }
+
+            // ── Helper: check if the user who triggered this event (reopened
+            // the PR / removed the label) has write+ access on the repo ───
+            // Uses the repo collaborator permission endpoint instead of the
+            // org membership endpoint. The org endpoint requires the caller
+            // to be an org member, which GITHUB_TOKEN (an app installation
+            // token) never is — so it always returns 403.
+            async function senderIsOrgMember() {
+              const sender = context.payload.sender?.login;
+              if (!sender) {
+                throw new Error('Event has no sender — cannot check permissions');
+              }
+              try {
+                const { data } = await github.rest.repos.getCollaboratorPermissionLevel({
+                  owner, repo, username: sender,
+                });
+                const perm = data.permission;
+                if (['admin', 'maintain', 'write'].includes(perm)) {
+                  console.log(`${sender} has ${perm} permission — treating as maintainer`);
+                  return { isMember: true, login: sender };
+                }
+                console.log(`${sender} has ${perm} permission — not a maintainer`);
+                return { isMember: false, login: sender };
+              } catch (e) {
+                if (e.status === 404) {
+                  console.log(`Cannot check permissions for ${sender} — treating as non-maintainer`);
+                  return { isMember: false, login: sender };
+                }
+                const status = e.status ?? 'unknown';
+                throw new Error(
+                  `Permission check failed for ${sender} (HTTP ${status}): ${e.message}`,
+                );
+              }
+            }
+
+            // ── Helper: apply maintainer bypass (shared by both override paths) ──
+            async function applyMaintainerBypass(reason) {
+              console.log(reason);
+
+              // Remove missing-issue-link if present
+              try {
+                await github.rest.issues.removeLabel({
+                  owner, repo, issue_number: prNumber, name: 'missing-issue-link',
+                });
+              } catch (e) {
+                if (e.status !== 404) throw e;
+              }
+
+              // Reopen before adding bypass label — a failed reopen is more
+              // actionable than a closed PR with a bypass label stuck on it.
+              if (context.payload.pull_request.state === 'closed') {
+                try {
+                  await github.rest.pulls.update({
+                    owner, repo, pull_number: prNumber, state: 'open',
+                  });
+                  console.log(`Reopened PR #${prNumber}`);
+                } catch (e) {
+                  // 422 if head branch deleted; 403 if permissions insufficient.
+                  // Bypass labels still apply — maintainer can reopen manually.
+                  core.warning(
+                    `Could not reopen PR #${prNumber} (HTTP ${e.status ?? 'unknown'}): ${e.message}. ` +
+                    `Bypass labels were applied — a maintainer may need to reopen manually.`,
+                  );
+                }
+              }
+
+              // Add bypass-issue-check so future triggers skip enforcement
+              await ensureAndAddLabel('bypass-issue-check', '0e8a16');
+
+              core.setOutput('has-link', 'true');
+              core.setOutput('is-assigned', 'true');
+            }
+
+            // ── Maintainer override: removed "missing-issue-link" label ─────
+            if (action === 'unlabeled') {
+              const { isMember, login } = await senderIsOrgMember();
+              if (isMember) {
+                await applyMaintainerBypass(
+                  `Maintainer ${login} removed missing-issue-link from PR #${prNumber} — bypassing enforcement`,
+                );
+                return;
+              }
+              // Non-member removed the label — re-add it defensively and
+              // set failure outputs so downstream steps (comment, close) fire.
+              // NOTE: addLabels fires a "labeled" event, but the job-level gate
+              // only matches labeled events for "external", so no re-trigger.
+              console.log(`Non-member ${login} removed missing-issue-link — re-adding`);
+              try {
+                await ensureAndAddLabel('missing-issue-link', 'b76e79');
+              } catch (e) {
+                core.warning(
+                  `Failed to re-add missing-issue-link (HTTP ${e.status ?? 'unknown'}): ${e.message}. ` +
+                  `Downstream step will retry.`,
+                );
+              }
+              core.setOutput('has-link', 'false');
+              core.setOutput('is-assigned', 'false');
+              return;
+            }
+
+            // ── Maintainer override: reopened PR with "missing-issue-link" ──
+            const prLabels = context.payload.pull_request.labels.map(l => l.name);
+            if (action === 'reopened' && prLabels.includes('missing-issue-link')) {
+              const { isMember, login } = await senderIsOrgMember();
+              if (isMember) {
+                await applyMaintainerBypass(
+                  `Maintainer ${login} reopened PR #${prNumber} — bypassing enforcement`,
+                );
+                return;
+              }
+              console.log(`Non-member ${login} reopened PR — proceeding with check`);
+            }
+
+            // ── Fetch live labels (race guard) ──────────────────────────────
+            const { data: liveLabels } = await github.rest.issues.listLabelsOnIssue({
+              owner, repo, issue_number: prNumber,
+            });
+            const liveNames = liveLabels.map(l => l.name);
+            if (liveNames.includes('trusted-contributor') || liveNames.includes('bypass-issue-check')) {
+              console.log('PR has trusted-contributor or bypass-issue-check label — bypassing');
+              core.setOutput('has-link', 'true');
+              core.setOutput('is-assigned', 'true');
+              return;
+            }
+
+            const body = context.payload.pull_request.body || '';
+            const pattern = /(?:close[sd]?|fix(?:e[sd])?|resolve[sd]?)\s*#(\d+)/gi;
+            const matches = [...body.matchAll(pattern)];
+
+            if (matches.length === 0) {
+              console.log('No issue link found in PR body');
+              core.setOutput('has-link', 'false');
+              core.setOutput('is-assigned', 'false');
+              return;
+            }
+
+            const issues = matches.map(m => `#${m[1]}`).join(', ');
+            console.log(`Found issue link(s): ${issues}`);
+            core.setOutput('has-link', 'true');
+
+            // Check whether the PR author is assigned to at least one linked issue
+            const prAuthor = context.payload.pull_request.user.login;
+            const MAX_ISSUES = 5;
+            const allIssueNumbers = [...new Set(matches.map(m => parseInt(m[1], 10)))];
+            const issueNumbers = allIssueNumbers.slice(0, MAX_ISSUES);
+            if (allIssueNumbers.length > MAX_ISSUES) {
+              core.warning(
+                `PR references ${allIssueNumbers.length} issues — only checking the first ${MAX_ISSUES}`,
+              );
+            }
+
+            let assignedToAny = false;
+            for (const num of issueNumbers) {
+              try {
+                const { data: issue } = await github.rest.issues.get({
+                  owner, repo, issue_number: num,
+                });
+                const assignees = issue.assignees.map(a => a.login.toLowerCase());
+                if (assignees.includes(prAuthor.toLowerCase())) {
+                  console.log(`PR author "${prAuthor}" is assigned to #${num}`);
+                  assignedToAny = true;
+                  break;
+                } else {
+                  console.log(`PR author "${prAuthor}" is NOT assigned to #${num} (assignees: ${assignees.join(', ') || 'none'})`);
+                }
+              } catch (error) {
+                if (error.status === 404) {
+                  console.log(`Issue #${num} not found — skipping`);
+                } else {
+                  // Non-404 errors (rate limit, server error) must not be
+                  // silently skipped — they could cause false enforcement
+                  // (closing a legitimate PR whose assignment can't be verified).
+                  throw new Error(
+                    `Cannot verify assignee for issue #${num} (${error.status}): ${error.message}`,
+                  );
+                }
+              }
+            }
+
+            core.setOutput('is-assigned', assignedToAny ? 'true' : 'false');
+
+      - name: Add missing-issue-link label
+        if: >-
+          env.ENFORCE_ISSUE_LINK == 'true' &&
+          (steps.check-link.outputs.has-link != 'true' || steps.check-link.outputs.is-assigned != 'true')
+        uses: actions/github-script@v8
+        with:
+          script: |
+            const { owner, repo } = context.repo;
+            const prNumber = context.payload.pull_request.number;
+            const labelName = 'missing-issue-link';
+
+            // Ensure the label exists (no checkout/shared helper available)
+            try {
+              await github.rest.issues.getLabel({ owner, repo, name: labelName });
+            } catch (e) {
+              if (e.status !== 404) throw e;
+              try {
+                await github.rest.issues.createLabel({
+                  owner, repo, name: labelName, color: 'b76e79',
+                });
+              } catch (createErr) {
+                if (createErr.status !== 422) throw createErr;
+              }
+            }
+
+            await github.rest.issues.addLabels({
+              owner, repo, issue_number: prNumber, labels: [labelName],
+            });
+
+      - name: Remove missing-issue-link label and reopen PR
+        if: >-
+          env.ENFORCE_ISSUE_LINK == 'true' &&
+          steps.check-link.outputs.has-link == 'true' && steps.check-link.outputs.is-assigned == 'true'
+        uses: actions/github-script@v8
+        with:
+          script: |
+            const { owner, repo } = context.repo;
+            const prNumber = context.payload.pull_request.number;
+            try {
+              await github.rest.issues.removeLabel({
+                owner, repo, issue_number: prNumber, name: 'missing-issue-link',
+              });
+            } catch (error) {
+              if (error.status !== 404) throw error;
+            }
+
+            // Reopen if this workflow previously closed the PR. We check the
+            // event payload labels (not live labels) because we already removed
+            // missing-issue-link above; the payload still reflects pre-step state.
+            const labels = context.payload.pull_request.labels.map(l => l.name);
+            if (context.payload.pull_request.state === 'closed' && labels.includes('missing-issue-link')) {
+              await github.rest.pulls.update({
+                owner,
+                repo,
+                pull_number: prNumber,
+                state: 'open',
+              });
+              console.log(`Reopened PR #${prNumber}`);
+            }
+
+      - name: Post comment, close PR, and fail
+        if: >-
+          env.ENFORCE_ISSUE_LINK == 'true' &&
+          (steps.check-link.outputs.has-link != 'true' || steps.check-link.outputs.is-assigned != 'true')
+        uses: actions/github-script@v8
+        with:
+          script: |
+            const { owner, repo } = context.repo;
+            const prNumber = context.payload.pull_request.number;
+            const hasLink = '${{ steps.check-link.outputs.has-link }}' === 'true';
+            const isAssigned = '${{ steps.check-link.outputs.is-assigned }}' === 'true';
+            const marker = '<!-- require-issue-link -->';
+
+            let lines;
+            if (!hasLink) {
+              lines = [
+                marker,
+                '**This PR has been automatically closed** because it does not link to an approved issue.',
+                '',
+                'All external contributions must reference an approved issue or discussion. Please:',
+                '1. Find or [open an issue](https://github.com/' + owner + '/' + repo + '/issues/new/choose) describing the change',
+                '2. Wait for a maintainer to approve and assign you',
+                '3. Add `Fixes #<issue_number>`, `Closes #<issue_number>`, or `Resolves #<issue_number>` to your PR description and the PR will be reopened automatically',
+                '',
+                '*Maintainers: reopen this PR or remove the `missing-issue-link` label to bypass this check.*',
+              ];
+            } else {
+              lines = [
+                marker,
+                '**This PR has been automatically closed** because you are not assigned to the linked issue.',
+                '',
+                'External contributors must be assigned to an issue before opening a PR for it. Please:',
+                '1. Comment on the linked issue to request assignment from a maintainer',
+                '2. Once assigned, edit your PR description and the PR will be reopened automatically',
+                '',
+                '*Maintainers: reopen this PR or remove the `missing-issue-link` label to bypass this check.*',
+              ];
+            }
+
+            const body = lines.join('\n');
+
+            // Deduplicate: check for existing comment with the marker
+            const comments = await github.paginate(
+              github.rest.issues.listComments,
+              { owner, repo, issue_number: prNumber, per_page: 100 },
+            );
+            const existing = comments.find(c => c.body && c.body.includes(marker));
+
+            if (!existing) {
+              await github.rest.issues.createComment({
+                owner,
+                repo,
+                issue_number: prNumber,
+                body,
+              });
+              console.log('Posted requirement comment');
+            } else if (existing.body !== body) {
+              await github.rest.issues.updateComment({
+                owner,
+                repo,
+                comment_id: existing.id,
+                body,
+              });
+              console.log('Updated existing comment with new message');
+            } else {
+              console.log('Comment already exists — skipping');
+            }
+
+            // Close the PR
+            if (context.payload.pull_request.state === 'open') {
+              await github.rest.pulls.update({
+                owner,
+                repo,
+                pull_number: prNumber,
+                state: 'closed',
+              });
+              console.log(`Closed PR #${prNumber}`);
+            }
+
+            // Cancel all other in-progress and queued workflow runs for this PR
+            const headSha = context.payload.pull_request.head.sha;
+            for (const status of ['in_progress', 'queued']) {
+              const runs = await github.paginate(
+                github.rest.actions.listWorkflowRunsForRepo,
+                { owner, repo, head_sha: headSha, status, per_page: 100 },
+              );
+              for (const run of runs) {
+                if (run.id === context.runId) continue;
+                try {
+                  await github.rest.actions.cancelWorkflowRun({
+                    owner, repo, run_id: run.id,
+                  });
+                  console.log(`Cancelled ${status} run ${run.id} (${run.name})`);
+                } catch (err) {
+                  console.log(`Could not cancel run ${run.id}: ${err.message}`);
+                }
+              }
+            }
+
+            const reason = !hasLink
+              ? 'PR must reference an issue using auto-close keywords (e.g., "Fixes #123").'
+              : 'PR author must be assigned to the linked issue.';
+            core.setFailed(reason);

.github/workflows/tag-external-issues.yml

@@ -0,0 +1,402 @@
+# Automatically tag issues as "external" or "internal" based on whether
+# the author is a member of the langchain-ai GitHub organization, and
+# apply contributor tier labels to external contributors based on their
+# merged PR history.
+#
+# PR labeling is handled by tag-external-prs.yml.
+# PR + issue backfill lives in the backfill job below (workflow_dispatch).
+#
+# Setup Requirements:
+# 1. Create a GitHub App with permissions:
+#    - Repository: Issues (write), Pull requests (write)
+#    - Organization: Members (read)
+# 2. Install the app on your organization and this repository
+# 3. Add these repository secrets:
+#    - ORG_MEMBERSHIP_APP_ID: Your app's ID
+#    - ORG_MEMBERSHIP_APP_PRIVATE_KEY: Your app's private key
+#
+# The GitHub App token is required to check private organization membership.
+# Without it, the workflow will fail.
+
+name: Tag External Issues
+
+on:
+  issues:
+    types: [opened]
+  workflow_dispatch:
+    inputs:
+      backfill_type:
+        description: "Backfill type (for initial run)"
+        default: "both"
+        type: choice
+        options:
+          - prs
+          - issues
+          - both
+      max_items:
+        description: "Maximum number of items to process"
+        default: "100"
+        type: string
+
+permissions:
+  contents: read
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.issue.number || github.run_id }}
+  cancel-in-progress: true
+
+jobs:
+  tag-external:
+    if: github.event_name == 'issues'
+    runs-on: ubuntu-latest
+    permissions:
+      issues: write
+
+    steps:
+      - name: Generate GitHub App token
+        id: app-token
+        uses: actions/create-github-app-token@v3
+        with:
+          app-id: ${{ secrets.ORG_MEMBERSHIP_APP_ID }}
+          private-key: ${{ secrets.ORG_MEMBERSHIP_APP_PRIVATE_KEY }}
+
+      - name: Check if contributor is external
+        if: steps.app-token.outcome == 'success'
+        id: check-membership
+        uses: actions/github-script@v8
+        with:
+          github-token: ${{ steps.app-token.outputs.token }}
+          script: |
+            const { owner, repo } = context.repo;
+            const author = context.payload.sender.login;
+            const senderType = context.payload.sender.type;
+
+            if (senderType === 'Bot') {
+              console.log(`${author} is a Bot — treating as internal`);
+              core.setOutput('is-external', 'false');
+              return;
+            }
+
+            try {
+              const membership = await github.rest.orgs.getMembershipForUser({
+                org: 'langchain-ai',
+                username: author,
+              });
+              const isExternal = membership.data.state !== 'active';
+              console.log(
+                isExternal
+                  ? `${author} has pending membership — treating as external`
+                  : `${author} is an active member of langchain-ai`,
+              );
+              core.setOutput('is-external', isExternal ? 'true' : 'false');
+            } catch (e) {
+              if (e.status === 404) {
+                console.log(`${author} is not a member of langchain-ai`);
+                core.setOutput('is-external', 'true');
+              } else {
+                throw new Error(
+                  `Membership check failed for ${author} (${e.status}): ${e.message}`,
+                );
+              }
+            }
+
+      - name: Apply contributor tier label
+        if: steps.check-membership.outputs.is-external == 'true'
+        uses: actions/github-script@v8
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            const { owner, repo } = context.repo;
+            const issue = context.payload.issue;
+            const author = issue.user.login;
+            const issueNumber = issue.number;
+
+            const TRUSTED_THRESHOLD = 5;
+            const LABEL_COLOR = 'b76e79';
+
+            let mergedCount;
+            try {
+              const result = await github.rest.search.issuesAndPullRequests({
+                q: `repo:${owner}/${repo} is:pr is:merged author:"${author}"`,
+                per_page: 1,
+              });
+              mergedCount = result?.data?.total_count;
+            } catch (error) {
+              if (error?.status !== 422) throw error;
+              core.warning(`Search failed for ${author}; skipping tier label.`);
+              return;
+            }
+
+            if (mergedCount == null) {
+              core.warning(`Search response missing total_count for ${author}; skipping tier label.`);
+              return;
+            }
+
+            const tierLabel = mergedCount >= TRUSTED_THRESHOLD ? 'trusted-contributor' : null;
+
+            if (tierLabel) {
+              try {
+                await github.rest.issues.getLabel({ owner, repo, name: tierLabel });
+              } catch (e) {
+                if (e.status !== 404) throw e;
+                try {
+                  await github.rest.issues.createLabel({ owner, repo, name: tierLabel, color: LABEL_COLOR });
+                } catch (createErr) {
+                  if (createErr.status !== 422) throw createErr;
+                }
+              }
+              await github.rest.issues.addLabels({
+                owner, repo, issue_number: issueNumber, labels: [tierLabel],
+              });
+              console.log(`Applied '${tierLabel}' to #${issueNumber} (${mergedCount} merged PRs)`);
+            } else {
+              console.log(`No tier label for ${author} (${mergedCount} merged PRs)`);
+            }
+
+      - name: Add external label
+        if: steps.check-membership.outputs.is-external == 'true'
+        uses: actions/github-script@v8
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            const { owner, repo } = context.repo;
+            const issue_number = context.payload.issue.number;
+            await github.rest.issues.addLabels({
+              owner, repo, issue_number, labels: ['external'],
+            });
+            console.log(`Added 'external' label to issue #${issue_number}`);
+
+      - name: Add internal label
+        if: steps.check-membership.outputs.is-external == 'false'
+        uses: actions/github-script@v8
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            const { owner, repo } = context.repo;
+            const issue_number = context.payload.issue.number;
+            await github.rest.issues.addLabels({
+              owner, repo, issue_number, labels: ['internal'],
+            });
+            console.log(`Added 'internal' label to issue #${issue_number}`);
+
+  backfill:
+    if: github.event_name == 'workflow_dispatch'
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      issues: write
+      pull-requests: write
+
+    steps:
+      - name: Generate GitHub App token
+        id: app-token
+        uses: actions/create-github-app-token@v3
+        with:
+          app-id: ${{ secrets.ORG_MEMBERSHIP_APP_ID }}
+          private-key: ${{ secrets.ORG_MEMBERSHIP_APP_PRIVATE_KEY }}
+
+      - name: Backfill labels
+        uses: actions/github-script@v8
+        with:
+          github-token: ${{ steps.app-token.outputs.token }}
+          script: |
+            const { owner, repo } = context.repo;
+            const rawMax = '${{ inputs.max_items }}';
+            const maxItems = parseInt(rawMax, 10);
+            if (isNaN(maxItems) || maxItems <= 0) {
+              core.setFailed(`Invalid max_items: "${rawMax}" — must be a positive integer`);
+              return;
+            }
+            const backfillType = '${{ inputs.backfill_type }}';
+
+            const TRUSTED_THRESHOLD = 5;
+            const LABEL_COLOR = 'b76e79';
+
+            const tierLabels = ['trusted-contributor'];
+
+            // ── Helpers ─────────────────────────────────────────────────
+
+            async function ensureLabel(name) {
+              try {
+                await github.rest.issues.getLabel({ owner, repo, name });
+              } catch (e) {
+                if (e.status !== 404) throw e;
+                try {
+                  await github.rest.issues.createLabel({ owner, repo, name, color: LABEL_COLOR });
+                } catch (createErr) {
+                  if (createErr.status !== 422) throw createErr;
+                }
+              }
+            }
+
+            async function checkMembership(author, userType) {
+              if (userType === 'Bot') {
+                console.log(`${author} is a Bot — treating as internal`);
+                return { isExternal: false };
+              }
+              try {
+                const membership = await github.rest.orgs.getMembershipForUser({
+                  org: 'langchain-ai',
+                  username: author,
+                });
+                const isExternal = membership.data.state !== 'active';
+                console.log(
+                  isExternal
+                    ? `${author} has pending membership — treating as external`
+                    : `${author} is an active member of langchain-ai`,
+                );
+                return { isExternal };
+              } catch (e) {
+                if (e.status === 404) {
+                  console.log(`${author} is not a member of langchain-ai`);
+                  return { isExternal: true };
+                }
+                throw new Error(
+                  `Membership check failed for ${author} (${e.status}): ${e.message}`,
+                );
+              }
+            }
+
+            async function getContributorInfo(contributorCache, author, userType) {
+              if (contributorCache.has(author)) return contributorCache.get(author);
+
+              const { isExternal } = await checkMembership(author, userType);
+
+              let mergedCount = null;
+              if (isExternal) {
+                try {
+                  const result = await github.rest.search.issuesAndPullRequests({
+                    q: `repo:${owner}/${repo} is:pr is:merged author:"${author}"`,
+                    per_page: 1,
+                  });
+                  mergedCount = result?.data?.total_count ?? null;
+                } catch (e) {
+                  if (e?.status !== 422) throw e;
+                  core.warning(`Search failed for ${author}; skipping tier.`);
+                }
+              }
+
+              const info = { isExternal, mergedCount };
+              contributorCache.set(author, info);
+              return info;
+            }
+
+            // ── Setup ────────────────────────────────────────────────────
+
+            for (const name of tierLabels) {
+              await ensureLabel(name);
+            }
+
+            const contributorCache = new Map();
+
+            let processed = 0;
+            let failures = 0;
+
+            // ── Backfill PRs ─────────────────────────────────────────────
+
+            if (backfillType === 'prs' || backfillType === 'both') {
+              const prs = await github.paginate(github.rest.pulls.list, {
+                owner, repo, state: 'open', per_page: 100,
+              });
+
+              for (const pr of prs) {
+                if (processed >= maxItems) break;
+
+                try {
+                  const author = pr.user.login;
+                  const info = await getContributorInfo(contributorCache, author, pr.user.type);
+
+                  const labels = [info.isExternal ? 'external' : 'internal'];
+                  if (info.isExternal && info.mergedCount != null && info.mergedCount >= TRUSTED_THRESHOLD) {
+                    labels.push('trusted-contributor');
+                  }
+
+                  // Ensure all labels exist before batch add
+                  for (const name of labels) {
+                    await ensureLabel(name);
+                  }
+
+                  // Remove stale tier labels
+                  const currentLabels = (await github.paginate(
+                    github.rest.issues.listLabelsOnIssue,
+                    { owner, repo, issue_number: pr.number, per_page: 100 },
+                  )).map(l => l.name ?? '');
+                  for (const name of currentLabels) {
+                    if (tierLabels.includes(name) && !labels.includes(name)) {
+                      try {
+                        await github.rest.issues.removeLabel({
+                          owner, repo, issue_number: pr.number, name,
+                        });
+                      } catch (e) {
+                        if (e.status !== 404) throw e;
+                      }
+                    }
+                  }
+
+                  await github.rest.issues.addLabels({
+                    owner, repo, issue_number: pr.number, labels,
+                  });
+                  console.log(`PR #${pr.number} (${author}): ${labels.join(', ')}`);
+                  processed++;
+                } catch (e) {
+                  failures++;
+                  core.warning(`Failed to process PR #${pr.number}: ${e.message}`);
+                }
+              }
+            }
+
+            // ── Backfill issues ──────────────────────────────────────────
+
+            if (backfillType === 'issues' || backfillType === 'both') {
+              const issues = await github.paginate(github.rest.issues.listForRepo, {
+                owner, repo, state: 'open', per_page: 100,
+              });
+
+              for (const issue of issues) {
+                if (processed >= maxItems) break;
+                if (issue.pull_request) continue;
+
+                try {
+                  const author = issue.user.login;
+                  const info = await getContributorInfo(contributorCache, author, issue.user.type);
+
+                  const labels = [info.isExternal ? 'external' : 'internal'];
+                  if (info.isExternal && info.mergedCount != null && info.mergedCount >= TRUSTED_THRESHOLD) {
+                    labels.push('trusted-contributor');
+                  }
+
+                  // Ensure all labels exist before batch add
+                  for (const name of labels) {
+                    await ensureLabel(name);
+                  }
+
+                  // Remove stale tier labels
+                  const currentLabels = (await github.paginate(
+                    github.rest.issues.listLabelsOnIssue,
+                    { owner, repo, issue_number: issue.number, per_page: 100 },
+                  )).map(l => l.name ?? '');
+                  for (const name of currentLabels) {
+                    if (tierLabels.includes(name) && !labels.includes(name)) {
+                      try {
+                        await github.rest.issues.removeLabel({
+                          owner, repo, issue_number: issue.number, name,
+                        });
+                      } catch (e) {
+                        if (e.status !== 404) throw e;
+                      }
+                    }
+                  }
+
+                  await github.rest.issues.addLabels({
+                    owner, repo, issue_number: issue.number, labels,
+                  });
+                  console.log(`Issue #${issue.number} (${author}): ${labels.join(', ')}`);
+                  processed++;
+                } catch (e) {
+                  failures++;
+                  core.warning(`Failed to process issue #${issue.number}: ${e.message}`);
+                }
+              }
+            }
+
+            console.log(`\nBackfill complete. Processed ${processed} items, ${failures} failures. ${contributorCache.size} unique authors.`);

.github/workflows/tag-external-prs.yml

@@ -0,0 +1,173 @@
+# Automatically tag pull requests as "external" or "internal" based on
+# whether the author is a member of the langchain-ai GitHub organization,
+# and apply contributor tier labels to external contributors based on
+# their merged PR history.
+#
+# Issue labeling is handled by tag-external-issues.yml.
+# Backfill (workflow_dispatch) also lives in tag-external-issues.yml.
+#
+# Setup Requirements:
+# 1. Create a GitHub App with permissions:
+#    - Repository: Pull requests (write)
+#    - Organization: Members (read)
+# 2. Install the app on your organization and this repository
+# 3. Add these repository secrets:
+#    - ORG_MEMBERSHIP_APP_ID: Your app's ID
+#    - ORG_MEMBERSHIP_APP_PRIVATE_KEY: Your app's private key
+#
+# The GitHub App token is required to check private organization membership.
+# Without it, the workflow will fail.
+
+name: Tag External PRs
+
+on:
+  pull_request_target:
+    types: [opened]
+
+permissions:
+  contents: read
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
+
+jobs:
+  tag-external:
+    runs-on: ubuntu-latest
+    permissions:
+      pull-requests: write
+
+    steps:
+      - name: Generate GitHub App token
+        id: app-token
+        uses: actions/create-github-app-token@v3
+        with:
+          app-id: ${{ secrets.ORG_MEMBERSHIP_APP_ID }}
+          private-key: ${{ secrets.ORG_MEMBERSHIP_APP_PRIVATE_KEY }}
+
+      - name: Check if contributor is external
+        if: steps.app-token.outcome == 'success'
+        id: check-membership
+        uses: actions/github-script@v8
+        with:
+          github-token: ${{ steps.app-token.outputs.token }}
+          script: |
+            const { owner, repo } = context.repo;
+            const author = context.payload.sender.login;
+            const senderType = context.payload.sender.type;
+
+            if (senderType === 'Bot') {
+              console.log(`${author} is a Bot — treating as internal`);
+              core.setOutput('is-external', 'false');
+              return;
+            }
+
+            try {
+              const membership = await github.rest.orgs.getMembershipForUser({
+                org: 'langchain-ai',
+                username: author,
+              });
+              const isExternal = membership.data.state !== 'active';
+              console.log(
+                isExternal
+                  ? `${author} has pending membership — treating as external`
+                  : `${author} is an active member of langchain-ai`,
+              );
+              core.setOutput('is-external', isExternal ? 'true' : 'false');
+            } catch (e) {
+              if (e.status === 404) {
+                console.log(`${author} is not a member of langchain-ai`);
+                core.setOutput('is-external', 'true');
+              } else {
+                throw new Error(
+                  `Membership check failed for ${author} (${e.status}): ${e.message}`,
+                );
+              }
+            }
+
+      # Apply tier label BEFORE the external label so that
+      # "trusted-contributor" is already present when the "external" labeled
+      # event fires and triggers require_issue_link.yml.
+      - name: Apply contributor tier label
+        if: steps.check-membership.outputs.is-external == 'true'
+        uses: actions/github-script@v8
+        with:
+          # Use App token so the "labeled" event propagates to downstream
+          # workflows (e.g. require_issue_link.yml).
+          github-token: ${{ steps.app-token.outputs.token }}
+          script: |
+            const { owner, repo } = context.repo;
+            const pr = context.payload.pull_request;
+            const author = pr.user.login;
+            const prNumber = pr.number;
+
+            const TRUSTED_THRESHOLD = 5;
+            const LABEL_COLOR = 'b76e79';
+
+            let mergedCount;
+            try {
+              const result = await github.rest.search.issuesAndPullRequests({
+                q: `repo:${owner}/${repo} is:pr is:merged author:"${author}"`,
+                per_page: 1,
+              });
+              mergedCount = result?.data?.total_count;
+            } catch (error) {
+              if (error?.status !== 422) throw error;
+              core.warning(`Search failed for ${author}; skipping tier label.`);
+              return;
+            }
+
+            if (mergedCount == null) {
+              core.warning(`Search response missing total_count for ${author}; skipping tier label.`);
+              return;
+            }
+
+            const tierLabel = mergedCount >= TRUSTED_THRESHOLD ? 'trusted-contributor' : null;
+
+            if (tierLabel) {
+              try {
+                await github.rest.issues.getLabel({ owner, repo, name: tierLabel });
+              } catch (e) {
+                if (e.status !== 404) throw e;
+                try {
+                  await github.rest.issues.createLabel({ owner, repo, name: tierLabel, color: LABEL_COLOR });
+                } catch (createErr) {
+                  if (createErr.status !== 422) throw createErr;
+                }
+              }
+              await github.rest.issues.addLabels({
+                owner, repo, issue_number: prNumber, labels: [tierLabel],
+              });
+              console.log(`Applied '${tierLabel}' to PR #${prNumber} (${mergedCount} merged PRs)`);
+            } else {
+              console.log(`No tier label for ${author} (${mergedCount} merged PRs)`);
+            }
+
+      - name: Add external label
+        if: steps.check-membership.outputs.is-external == 'true'
+        uses: actions/github-script@v8
+        with:
+          # Use App token so the "labeled" event propagates to downstream
+          # workflows (e.g. require_issue_link.yml). Events created by the
+          # default GITHUB_TOKEN do not trigger additional workflow runs.
+          github-token: ${{ steps.app-token.outputs.token }}
+          script: |
+            const { owner, repo } = context.repo;
+            const issue_number = context.payload.pull_request.number;
+            await github.rest.issues.addLabels({
+              owner, repo, issue_number, labels: ['external'],
+            });
+            console.log(`Added 'external' label to PR #${issue_number}`);
+
+      - name: Add internal label
+        if: steps.check-membership.outputs.is-external == 'false'
+        uses: actions/github-script@v8
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            const { owner, repo } = context.repo;
+            const issue_number = context.payload.pull_request.number;
+            await github.rest.issues.addLabels({
+              owner, repo, issue_number, labels: ['internal'],
+            });
+            console.log(`Added 'internal' label to PR #${issue_number}`);

.github/workflows/uv_lock_ugprade.yml

@@ -19,18 +19,16 @@ jobs:
       - uses: actions/checkout@v6
       
       - name: Set up uv
-        uses: astral-sh/setup-uv@v7
+        uses: ./.github/actions/uv_setup
         with:
-          # use minimum supported Python version
           python-version: "3.10"
-          enable-cache: true
           cache-suffix: "uv-lock-upgrade"
           
       - name: Run uv lock --upgrade in all Python packages
         run: make lock-upgrade
           
       - name: Create Pull Request
-        uses: peter-evans/create-pull-request@v8
+        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
           commit-message: "chore(deps): upgrade dependencies with `uv lock --upgrade`"

.markdownlint.json

@@ -0,0 +1,14 @@
+{
+  "MD013": false,
+  "MD024": {
+    "siblings_only": true
+  },
+  "MD025": false,
+  "MD033": false,
+  "MD034": false,
+  "MD036": false,
+  "MD041": false,
+  "MD046": {
+    "style": "fenced"
+  }
+}

README.md

@@ -1,93 +1,81 @@
-<picture class="github-only">
-  <source media="(prefers-color-scheme: light)" srcset=".github/images/logo-light.svg">
-  <source media="(prefers-color-scheme: dark)" srcset=".github/images/logo-dark.svg">
-  <img alt="LangGraph Logo" src=".github/images/logo-dark.svg" width="50%">
-</picture>
-
-<div>
-<br>
+<div align="center">
+  <a href="https://www.langchain.com/langgraph">
+    <picture>
+      <source media="(prefers-color-scheme: dark)" srcset=".github/images/logo-dark.svg">
+      <source media="(prefers-color-scheme: light)" srcset=".github/images/logo-light.svg">
+      <img alt="LangGraph Logo" src=".github/images/logo-dark.svg" width="50%">
+    </picture>
+  </a>
 </div>
 
-[![Version](https://img.shields.io/pypi/v/langgraph.svg)](https://pypi.org/project/langgraph/)
-[![Downloads](https://static.pepy.tech/badge/langgraph/month)](https://pepy.tech/project/langgraph)
-[![Open Issues](https://img.shields.io/github/issues-raw/langchain-ai/langgraph)](https://github.com/langchain-ai/langgraph/issues)
-[![Docs](https://img.shields.io/badge/docs-latest-blue)](https://docs.langchain.com/oss/python/langgraph/overview)
+<div align="center">
+  <h3>Low-level orchestration framework for building stateful agents.</h3>
+</div>
+
+<div align="center">
+  <a href="https://opensource.org/licenses/MIT" target="_blank"><img src="https://img.shields.io/pypi/l/langgraph" alt="PyPI - License"></a>
+  <a href="https://pypistats.org/packages/langgraph" target="_blank"><img src="https://img.shields.io/pepy/dt/langgraph" alt="PyPI - Downloads"></a>
+  <a href="https://pypi.org/project/langgraph/" target="_blank"><img src="https://img.shields.io/pypi/v/langgraph.svg?label=%20" alt="Version"></a>
+  <a href="https://x.com/langchain" target="_blank"><img src="https://img.shields.io/twitter/url/https/twitter.com/langchain.svg?style=social&label=Follow%20%40LangChain" alt="Twitter / X"></a>
+</div>
+
+<br>
 
 Trusted by companies shaping the future of agents – including Klarna, Replit, Elastic, and more – LangGraph is a low-level orchestration framework for building, managing, and deploying long-running, stateful agents.
 
-## Get started
-
-Install LangGraph:
-
-```
+```bash
 pip install -U langgraph
 ```
 
-Create a simple workflow:
+If you're looking to quickly build agents with LangChain's `create_agent` (built on LangGraph), check out the [LangChain Agents documentation](https://docs.langchain.com/oss/python/langchain/agents).
 
-```python
-from langgraph.graph import START, StateGraph
-from typing_extensions import TypedDict
+> [!NOTE]
+> Looking for the JS/TS library? Check out [LangGraph.js](https://github.com/langchain-ai/langgraphjs) and the [JS docs](https://docs.langchain.com/oss/javascript/langgraph/overview).
 
+## Why use LangGraph?
 
-class State(TypedDict):
-    text: str
+LangGraph provides low-level supporting infrastructure for *any* long-running, stateful workflow or agent:
 
-
-def node_a(state: State) -> dict:
-    return {"text": state["text"] + "a"}
-
-
-def node_b(state: State) -> dict:
-    return {"text": state["text"] + "b"}
-
-
-graph = StateGraph(State)
-graph.add_node("node_a", node_a)
-graph.add_node("node_b", node_b)
-graph.add_edge(START, "node_a")
-graph.add_edge("node_a", "node_b")
-
-print(graph.compile().invoke({"text": ""}))
-# {'text': 'ab'}
-```
-
-Get started with the [LangGraph Quickstart](https://docs.langchain.com/oss/python/langgraph/quickstart).
-
-To quickly build agents with LangChain's `create_agent` (built on LangGraph), see the [LangChain Agents documentation](https://docs.langchain.com/oss/python/langchain/agents).
+- **[Durable execution](https://docs.langchain.com/oss/python/langgraph/durable-execution)** — Build agents that persist through failures and can run for extended periods, automatically resuming from exactly where they left off.
+- **[Human-in-the-loop](https://docs.langchain.com/oss/python/langgraph/interrupts)** — Seamlessly incorporate human oversight by inspecting and modifying agent state at any point during execution.
+- **[Comprehensive memory](https://docs.langchain.com/oss/python/langgraph/memory)** — Create truly stateful agents with both short-term working memory for ongoing reasoning and long-term persistent memory across sessions.
+- **[Debugging with LangSmith](https://www.langchain.com/langsmith)** — Gain deep visibility into complex agent behavior with visualization tools that trace execution paths, capture state transitions, and provide detailed runtime metrics.
+- **[Production-ready deployment](https://docs.langchain.com/langsmith/deployments)** — Deploy sophisticated agent systems confidently with scalable infrastructure designed to handle the unique challenges of stateful, long-running workflows.
 
 > [!TIP]
 > For developing, debugging, and deploying AI agents and LLM applications, see [LangSmith](https://docs.langchain.com/langsmith/home).
 
-## Core benefits
+## LangGraph ecosystem
 
-LangGraph provides low-level supporting infrastructure for *any* long-running, stateful workflow or agent. LangGraph does not abstract prompts or architecture, and provides the following central benefits:
+While LangGraph can be used standalone, it also integrates seamlessly with any LangChain product, giving developers a full suite of tools for building agents.
 
-- [Durable execution](https://docs.langchain.com/oss/python/langgraph/durable-execution): Build agents that persist through failures and can run for extended periods, automatically resuming from exactly where they left off.
-- [Human-in-the-loop](https://docs.langchain.com/oss/python/langgraph/interrupts): Seamlessly incorporate human oversight by inspecting and modifying agent state at any point during execution.
-- [Comprehensive memory](https://docs.langchain.com/oss/python/langgraph/memory): Create truly stateful agents with both short-term working memory for ongoing reasoning and long-term persistent memory across sessions.
-- [Debugging with LangSmith](http://www.langchain.com/langsmith): Gain deep visibility into complex agent behavior with visualization tools that trace execution paths, capture state transitions, and provide detailed runtime metrics.
-- [Production-ready deployment](https://docs.langchain.com/langsmith/app-development): Deploy sophisticated agent systems confidently with scalable infrastructure designed to handle the unique challenges of stateful, long-running workflows.
+To improve your LLM application development, pair LangGraph with:
 
-## LangGraph’s ecosystem
-
-While LangGraph can be used standalone, it also integrates seamlessly with any LangChain product, giving developers a full suite of tools for building agents. To improve your LLM application development, pair LangGraph with:
-
-- [LangSmith](http://www.langchain.com/langsmith) — Helpful for agent evals and observability. Debug poor-performing LLM app runs, evaluate agent trajectories, gain visibility in production, and improve performance over time.
-- [LangSmith Deployment](https://docs.langchain.com/langsmith/deployments) — Deploy and scale agents effortlessly with a purpose-built deployment platform for long running, stateful workflows. Discover, reuse, configure, and share agents across teams — and iterate quickly with visual prototyping in [LangGraph Studio](https://docs.langchain.com/oss/python/langgraph/studio).
+- [Deep Agents](https://github.com/langchain-ai/deepagents) *(new!)* – Build agents that can plan, use subagents, and leverage file systems for complex tasks.
 - [LangChain](https://docs.langchain.com/oss/python/langchain/overview) – Provides integrations and composable components to streamline LLM application development.
+- [LangSmith](https://www.langchain.com/langsmith) – Helpful for agent evals and observability. Debug poor-performing LLM app runs, evaluate agent trajectories, gain visibility in production, and improve performance over time.
+- [LangSmith Deployment](https://docs.langchain.com/langsmith/deployments) – Deploy and scale agents effortlessly with a purpose-built deployment platform for long-running, stateful workflows. Discover, reuse, configure, and share agents across teams – and iterate quickly with visual prototyping in [LangSmith Studio](https://docs.langchain.com/langsmith/studio).
 
-> [!NOTE]
-> Looking for the JS version of LangGraph? See the [JS repo](https://github.com/langchain-ai/langgraphjs) and the [JS docs](https://docs.langchain.com/oss/javascript/langgraph/overview).
+---
+
+## Documentation
+
+- [docs.langchain.com](https://docs.langchain.com/oss/python/langgraph/overview) – Comprehensive documentation, including conceptual overviews and guides
+- [reference.langchain.com/python/langgraph](https://reference.langchain.com/python/langgraph) – API reference docs for LangGraph packages
+- [LangGraph Quickstart](https://docs.langchain.com/oss/python/langgraph/quickstart) – Get started building with LangGraph
+- [Chat LangChain](https://chat.langchain.com/) – Chat with the LangChain documentation and get answers to your questions
+
+**Discussions**: Visit the [LangChain Forum](https://forum.langchain.com) to connect with the community and share all of your technical questions, ideas, and feedback.
 
 ## Additional resources
 
-- [Guides](https://docs.langchain.com/oss/python/langgraph/overview): Quick, actionable code snippets for topics such as streaming, adding memory & persistence, and design patterns (e.g. branching, subgraphs, etc.).
-- [Reference](https://reference.langchain.com/python/langgraph/): Detailed reference on core classes, methods, how to use the graph and checkpointing APIs, and higher-level prebuilt components.
-- [Examples](https://docs.langchain.com/oss/python/langgraph/agentic-rag): Guided examples on getting started with LangGraph.
-- [LangChain Forum](https://forum.langchain.com/): Connect with the community and share all of your technical questions, ideas, and feedback.
-- [LangChain Academy](https://academy.langchain.com/courses/intro-to-langgraph): Learn the basics of LangGraph in our free, structured course.
-- [Case studies](https://www.langchain.com/built-with-langgraph): Hear how industry leaders use LangGraph to ship AI applications at scale.
+- **[Guides](https://docs.langchain.com/oss/python/learn)** – Quick, actionable code snippets for topics such as streaming, adding memory & persistence, and design patterns (e.g. branching, subgraphs, etc.).
+- **[LangChain Academy](https://academy.langchain.com/courses/intro-to-langgraph)** – Learn the basics of LangGraph in our free, structured course.
+- **[Case studies](https://www.langchain.com/built-with-langgraph)** – Hear how industry leaders use LangGraph to ship AI applications at scale.
+- [Contributing Guide](https://docs.langchain.com/oss/python/contributing/overview) – Learn how to contribute to LangChain projects and find good first issues.
+- [Code of Conduct](https://github.com/langchain-ai/langchain/?tab=coc-ov-file) – Our community guidelines and standards for participation.
+
+---
 
 ## Acknowledgements
 

advanced-graph-examples/Makefile

@@ -1,6 +0,0 @@
-PYTHON_VERSION ?= 3.13
-
-.PHONY: run-basic
-run-basic:
-	uv run --python $(PYTHON_VERSION) python examples/basic_run.py
-

advanced-graph-examples/README.md

@@ -1,14 +0,0 @@
-# advanced-graph-examples
-
-Examples for the published `saf-python-sdk` package.
-
-## Quick start
-
-```bash
-cd advanced-graph-examples
-uv sync
-uv run python examples/basic_run.py
-```
-
-> Note: current published wheel is for Python 3.13 on macOS arm64.
-

advanced-graph-examples/examples/basic_run.py

@@ -1,36 +0,0 @@
-from __future__ import annotations
-
-import asyncio
-from typing import TypedDict
-
-from saf_python_sdk import Command, Send
-from saf_python_sdk.advanced_graph import AdvancedStateGraph
-
-
-class MyState(TypedDict):
-    count: int
-    logs: list[str]
-
-
-async def start_node(state: MyState) -> Command:
-    state["logs"].append("start")
-    return Command(update=state, goto=Send("finish_node", "hello"))
-
-
-async def finish_node(input: str, state: MyState) -> Command:
-    state["logs"].append(f"finish:{input}")
-    state["count"] += 1
-    return Command(update=state)
-
-
-async def main() -> None:
-    graph = AdvancedStateGraph(MyState)
-    graph.add_entry_node(start_node)
-    graph.add_finish_node(finish_node)
-    result = await graph.compile().ainvoke({"count": 0, "logs": []})
-    print(result)
-
-
-if __name__ == "__main__":
-    asyncio.run(main())
-

advanced-graph-examples/pyproject.toml

@@ -1,12 +0,0 @@
-[project]
-name = "advanced-graph-examples"
-version = "0.1.0"
-requires-python = ">=3.13,<3.14"
-dependencies = [
-    "saf-python-sdk>=0.1.1",
-]
-
-[tool.uv]
-dev-dependencies = []
-
-

advanced-graph-examples/uv.lock

@@ -1,25 +0,0 @@
-version = 1
-revision = 3
-requires-python = "==3.13.*"
-
-[[package]]
-name = "advanced-graph-examples"
-version = "0.1.0"
-source = { virtual = "." }
-dependencies = [
-    { name = "saf-python-sdk" },
-]
-
-[package.metadata]
-requires-dist = [{ name = "saf-python-sdk", specifier = ">=0.1.1" }]
-
-[package.metadata.requires-dev]
-dev = []
-
-[[package]]
-name = "saf-python-sdk"
-version = "0.1.2"
-source = { registry = "https://pypi.org/simple" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/c5/43/2a86cdc8a1fbb185b9ce4642f0e3676acc168d48ed2e68d4ead6ad57e95e/saf_python_sdk-0.1.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:9035ab6ede9884b5588925c47d5b8be2c1c107becf5d6f88e0ebb39f4e8fac3b", size = 517053, upload-time = "2026-03-16T23:49:25.661Z" },
-]

langgraph-go/advancedgraph/graph.go

@@ -1,377 +0,0 @@
-package advancedgraph
-
-import (
-	"encoding/json"
-	"fmt"
-	"reflect"
-	"runtime"
-	"strings"
-)
-
-type nodeExecutor func(ctx *Context, input any, state map[string]any) (Command, error)
-
-type AdvancedStateGraph[StateT any] struct {
-	nodes         map[string]nodeExecutor
-	asyncChannels []string
-	entryPoint    string
-	finishPoint   string
-	stateType     reflect.Type
-}
-
-func NewAdvancedStateGraph[StateT any]() *AdvancedStateGraph[StateT] {
-	stateType := mustTypeOf[StateT]()
-	if stateType.Kind() != reflect.Struct {
-		panic(fmt.Sprintf("StateT must be a struct, got %s", stateType.String()))
-	}
-	return &AdvancedStateGraph[StateT]{
-		nodes:     make(map[string]nodeExecutor),
-		stateType: stateType,
-	}
-}
-
-// AddNode keeps `fn` as `any` because advanced graph nodes can have different
-// input argument types per node, while only `StateT` is globally constrained.
-// We validate and adapt node signatures at runtime in compileNodeExecutor.
-func (g *AdvancedStateGraph[StateT]) AddNode(fn any) string {
-	name := NodeName(fn)
-	return g.AddNodeAs(name, fn)
-}
-
-func (g *AdvancedStateGraph[StateT]) AddNodeAs(name string, fn any) string {
-	if _, exists := g.nodes[name]; exists {
-		panic(fmt.Sprintf("node `%s` already exists", name))
-	}
-	exec, err := compileNodeExecutor(fn, g.stateType)
-	if err != nil {
-		panic(err)
-	}
-	g.nodes[name] = exec
-	return name
-}
-
-func (g *AdvancedStateGraph[StateT]) AddAsyncChannel(name string) {
-	g.asyncChannels = append(g.asyncChannels, name)
-}
-
-func (g *AdvancedStateGraph[StateT]) AddEntryNode(fn any) string {
-	name := NodeName(fn)
-	return g.AddEntryNodeAs(name, fn)
-}
-
-func (g *AdvancedStateGraph[StateT]) AddEntryNodeAs(name string, fn any) string {
-	name = g.AddNodeAs(name, fn)
-	g.entryPoint = name
-	return name
-}
-
-func (g *AdvancedStateGraph[StateT]) AddFinishNode(fn any) string {
-	name := NodeName(fn)
-	return g.AddFinishNodeAs(name, fn)
-}
-
-func (g *AdvancedStateGraph[StateT]) AddFinishNodeAs(name string, fn any) string {
-	name = g.AddNodeAs(name, fn)
-	g.finishPoint = name
-	return name
-}
-
-func (g *AdvancedStateGraph[StateT]) Compile() *CompiledGraph[StateT] {
-	return &CompiledGraph[StateT]{
-		nodes:         g.nodes,
-		asyncChannels: g.asyncChannels,
-		entryPoint:    g.entryPoint,
-		finishPoint:   g.finishPoint,
-		stateType:     g.stateType,
-	}
-}
-
-type CompiledGraph[StateT any] struct {
-	nodes         map[string]nodeExecutor
-	asyncChannels []string
-	entryPoint    string
-	finishPoint   string
-	stateType     reflect.Type
-}
-
-type Context struct {
-	engine      *RustEngine
-	resumeEvent *WaitEvent
-}
-
-func (c *Context) WaitFor(cond AnyOfCondition) (WaitEvent, error) {
-	if c.resumeEvent != nil {
-		event := *c.resumeEvent
-		c.resumeEvent = nil
-		return event, nil
-	}
-	return WaitEvent{}, ErrWaitRequested{Condition: cond}
-}
-
-func (c *Context) PublishToChannel(channel string, value any) error {
-	return c.engine.Publish(channel, value)
-}
-
-func (c *Context) SendCustomStreamEvent(value any) error {
-	return c.engine.SendCustomStreamEvent(value)
-}
-
-type Handler[StateT any] struct {
-	engine *RustEngine
-	done   chan resultOrErr[StateT]
-}
-
-type resultOrErr[StateT any] struct {
-	state StateT
-	err   error
-}
-
-func (h *Handler[StateT]) PublishToChannel(channel string, value any) error {
-	return h.engine.Publish(channel, value)
-}
-
-func (h *Handler[StateT]) WaitForResult() (StateT, error) {
-	res := <-h.done
-	return res.state, res.err
-}
-
-func (h *Handler[StateT]) ReceiveStream() (any, error) {
-	event, hasEvent, err := h.engine.ReceiveStream()
-	if err != nil {
-		return nil, err
-	}
-	if !hasEvent {
-		return nil, nil
-	}
-	return event, nil
-}
-
-func (h *Handler[StateT]) CloseStream() error {
-	return h.engine.CloseStream()
-}
-
-func (g *CompiledGraph[StateT]) Start(initialInput any, initialState StateT, streamMode ...string) (*Handler[StateT], error) {
-	resolvedStreamMode := ""
-	if len(streamMode) > 1 {
-		return nil, fmt.Errorf("start accepts at most one stream mode")
-	}
-	if len(streamMode) == 1 {
-		resolvedStreamMode = streamMode[0]
-	}
-	engine := NewRustEngine()
-	for _, ch := range g.asyncChannels {
-		if err := engine.AddAsyncChannel(ch); err != nil {
-			return nil, err
-		}
-	}
-
-	handler := &Handler[StateT]{
-		engine: engine,
-		done:   make(chan resultOrErr[StateT], 1),
-	}
-	go func() {
-		defer engine.Close()
-		rawState, err := engine.RunGraph(
-			g.entryPoint,
-			g.finishPoint,
-			resolvedStreamMode,
-			initialState,
-			initialInput,
-			func(node string, nodeInput any, fallbackState map[string]any) (Command, error) {
-				fn, ok := g.nodes[node]
-				if !ok {
-					return Command{}, fmt.Errorf("unknown node `%s`", node)
-				}
-				if fallbackState == nil {
-					return Command{}, fmt.Errorf("node `%s` expected map state argument", node)
-				}
-				resolvedInput, resumeEvent := unwrapResumeInput(nodeInput)
-				return fn(&Context{engine: engine, resumeEvent: resumeEvent}, resolvedInput, fallbackState)
-			},
-		)
-		if err != nil {
-			handler.done <- resultOrErr[StateT]{err: err}
-			close(handler.done)
-			return
-		}
-		state, err := mapToState[StateT](rawState)
-		handler.done <- resultOrErr[StateT]{state: state, err: err}
-		close(handler.done)
-	}()
-	return handler, nil
-}
-
-func NodeName(fn any) string {
-	rv := reflect.ValueOf(fn)
-	if !rv.IsValid() || rv.Kind() != reflect.Func {
-		panic("cannot infer node name from non-function value")
-	}
-	pc := rv.Pointer()
-	f := runtime.FuncForPC(pc)
-	if f == nil {
-		panic("cannot infer node name from nil function")
-	}
-	full := f.Name()
-	if strings.Contains(full, ".func") {
-		panic("anonymous functions are not allowed as nodes")
-	}
-	short := full
-	if i := strings.LastIndex(short, "/"); i >= 0 {
-		short = short[i+1:]
-	}
-	if i := strings.LastIndex(short, "."); i >= 0 {
-		short = short[i+1:]
-	}
-	short = strings.TrimSuffix(short, "-fm")
-	if short == "" || strings.Contains(short, "func") {
-		panic(fmt.Sprintf("cannot infer stable node name from `%s`", full))
-	}
-	return short
-}
-
-func compileNodeExecutor(fn any, expectedStateType reflect.Type) (nodeExecutor, error) {
-	rv := reflect.ValueOf(fn)
-	if !rv.IsValid() || rv.Kind() != reflect.Func {
-		return nil, fmt.Errorf("node must be a function")
-	}
-	rt := rv.Type()
-	if rt.NumIn() != 3 {
-		return nil, fmt.Errorf("node `%s` must accept exactly 3 args: (*Context, input, state)", NodeName(fn))
-	}
-	ctxType := reflect.TypeOf((*Context)(nil))
-	if rt.In(0) != ctxType {
-		return nil, fmt.Errorf("node `%s` first arg must be *Context", NodeName(fn))
-	}
-	if rt.NumOut() != 2 {
-		return nil, fmt.Errorf("node `%s` must return (Command, error)", NodeName(fn))
-	}
-	cmdType := reflect.TypeOf(Command{})
-	if rt.Out(0) != cmdType {
-		return nil, fmt.Errorf("node `%s` first return must be Command", NodeName(fn))
-	}
-	errType := reflect.TypeOf((*error)(nil)).Elem()
-	if !rt.Out(1).Implements(errType) {
-		return nil, fmt.Errorf("node `%s` second return must be error", NodeName(fn))
-	}
-
-	inputType := rt.In(1)
-	stateType := rt.In(2)
-	if stateType != expectedStateType {
-		return nil, fmt.Errorf(
-			"node `%s` state type mismatch: got %s, graph expects %s",
-			NodeName(fn),
-			stateType.String(),
-			expectedStateType.String(),
-		)
-	}
-	return func(ctx *Context, input any, state map[string]any) (Command, error) {
-		stateArg, err := convertStateArg(state, stateType)
-		if err != nil {
-			return Command{}, fmt.Errorf("node `%s` state decode failed: %w", NodeName(fn), err)
-		}
-		args := []reflect.Value{
-			reflect.ValueOf(ctx),
-			reflect.Zero(inputType),
-			stateArg,
-		}
-		if input != nil {
-			inVal := reflect.ValueOf(input)
-			if inVal.Type().AssignableTo(inputType) {
-				args[1] = inVal
-			} else if inVal.Type().ConvertibleTo(inputType) {
-				args[1] = inVal.Convert(inputType)
-			} else {
-				return Command{}, fmt.Errorf(
-					"node `%s` input type mismatch: got %T, want %s",
-					NodeName(fn),
-					input,
-					inputType.String(),
-				)
-			}
-		}
-		out := rv.Call(args)
-		cmd := out[0].Interface().(Command)
-		if cmd.Update != nil {
-			updateType := reflect.TypeOf(cmd.Update)
-			if updateType != stateType {
-				return Command{}, fmt.Errorf(
-					"node `%s` update type mismatch: got %s, graph expects %s",
-					NodeName(fn),
-					updateType.String(),
-					stateType.String(),
-				)
-			}
-		}
-		if out[1].IsNil() {
-			return cmd, nil
-		}
-		return cmd, out[1].Interface().(error)
-	}, nil
-}
-
-func convertStateArg(state map[string]any, stateType reflect.Type) (reflect.Value, error) {
-	if stateType == reflect.TypeOf(map[string]any{}) {
-		return reflect.ValueOf(state), nil
-	}
-	raw, err := json.Marshal(state)
-	if err != nil {
-		return reflect.Value{}, fmt.Errorf("marshal state: %w", err)
-	}
-	if stateType.Kind() == reflect.Ptr {
-		target := reflect.New(stateType.Elem())
-		if err := json.Unmarshal(raw, target.Interface()); err != nil {
-			return reflect.Value{}, fmt.Errorf("unmarshal state into %s: %w", stateType.String(), err)
-		}
-		return target, nil
-	}
-	target := reflect.New(stateType)
-	if err := json.Unmarshal(raw, target.Interface()); err != nil {
-		return reflect.Value{}, fmt.Errorf("unmarshal state into %s: %w", stateType.String(), err)
-	}
-	return target.Elem(), nil
-}
-
-func mapToState[StateT any](raw map[string]any) (StateT, error) {
-	var out StateT
-	if anyVal, ok := any(raw).(StateT); ok {
-		return anyVal, nil
-	}
-	payload, err := json.Marshal(raw)
-	if err != nil {
-		return out, fmt.Errorf("marshal state: %w", err)
-	}
-	if err := json.Unmarshal(payload, &out); err != nil {
-		return out, fmt.Errorf("unmarshal state: %w", err)
-	}
-	return out, nil
-}
-
-func mustTypeOf[T any]() reflect.Type {
-	var zero T
-	t := reflect.TypeOf(zero)
-	if t != nil {
-		return t
-	}
-	// Handles nil-able types where zero value has no dynamic type.
-	return reflect.TypeOf((*T)(nil)).Elem()
-}
-
-func unwrapResumeInput(input any) (any, *WaitEvent) {
-	wrapper, ok := input.(map[string]any)
-	if !ok {
-		return input, nil
-	}
-	rawArg, hasArg := wrapper["__lg_resume_arg__"]
-	rawEvent, hasEvent := wrapper["__lg_resume_event__"]
-	if !hasArg || !hasEvent {
-		return input, nil
-	}
-	eventPayload, err := json.Marshal(rawEvent)
-	if err != nil {
-		return rawArg, nil
-	}
-	var event WaitEvent
-	if err := json.Unmarshal(eventPayload, &event); err != nil {
-		return rawArg, nil
-	}
-	return rawArg, &event
-}

langgraph-go/advancedgraph/rust_engine.go

@@ -1,371 +0,0 @@
-package advancedgraph
-
-/*
-#cgo CFLAGS: -I${SRCDIR}/../../rust-core/include
-#cgo LDFLAGS: -L${SRCDIR}/../../rust-core/target/debug -llanggraph_rust_core
-#include "langgraph_rust_core.h"
-#include <stdlib.h>
-extern char* goNodeCallback(unsigned long user_data, char* node, char* arg_json, char* state_json);
-*/
-import "C"
-
-import (
-	"encoding/json"
-	"fmt"
-	"reflect"
-	"sync"
-	"sync/atomic"
-	"unsafe"
-)
-
-type RustEngine struct {
-	ptr *C.Engine
-}
-
-type runGraphCallbackCtx struct {
-	exec func(node string, nodeInput any, state map[string]any) (Command, error)
-}
-
-var (
-	callbackRegistryMu sync.RWMutex
-	callbackRegistry   = map[uint64]*runGraphCallbackCtx{}
-	callbackNextID     uint64
-)
-
-func registerRunGraphCallbackCtx(ctx *runGraphCallbackCtx) uint64 {
-	id := atomic.AddUint64(&callbackNextID, 1)
-	callbackRegistryMu.Lock()
-	callbackRegistry[id] = ctx
-	callbackRegistryMu.Unlock()
-	return id
-}
-
-func unregisterRunGraphCallbackCtx(id uint64) {
-	callbackRegistryMu.Lock()
-	delete(callbackRegistry, id)
-	callbackRegistryMu.Unlock()
-}
-
-func getRunGraphCallbackCtx(id uint64) (*runGraphCallbackCtx, bool) {
-	callbackRegistryMu.RLock()
-	ctx, ok := callbackRegistry[id]
-	callbackRegistryMu.RUnlock()
-	return ctx, ok
-}
-
-//export goNodeCallback
-func goNodeCallback(userData C.ulong, node *C.char, argJSON *C.char, stateJSON *C.char) *C.char {
-	ctx, ok := getRunGraphCallbackCtx(uint64(userData))
-	if !ok {
-		return cCallbackEnvelopeError("invalid callback context (possibly stale callback)")
-	}
-
-	nodeName := C.GoString(node)
-
-	var nodeInput any
-	if err := json.Unmarshal([]byte(C.GoString(argJSON)), &nodeInput); err != nil {
-		return cCallbackEnvelopeError(fmt.Sprintf("decode arg failed for `%s`: %v", nodeName, err))
-	}
-	var state map[string]any
-	if err := json.Unmarshal([]byte(C.GoString(stateJSON)), &state); err != nil {
-		return cCallbackEnvelopeError(fmt.Sprintf("decode state failed for `%s`: %v", nodeName, err))
-	}
-	nodeInput = coerceJSONValue(nodeInput)
-	stateAny := coerceJSONValue(state)
-	state, ok = stateAny.(map[string]any)
-	if !ok {
-		return cCallbackEnvelopeError(fmt.Sprintf("decoded state has unexpected type for `%s`", nodeName))
-	}
-
-	cmd, err := ctx.exec(nodeName, nodeInput, state)
-	if err != nil {
-		if waitReq, ok := AsErrWaitRequested(err); ok {
-			return cCallbackEnvelopeSuspend(waitReq.Condition)
-		}
-		return cCallbackEnvelopeError(err.Error())
-	}
-
-	sends := make([]map[string]any, 0, len(cmd.Goto))
-	for _, send := range cmd.Goto {
-		targetNode, err := resolveSendTarget(send.Node)
-		if err != nil {
-			return cCallbackEnvelopeError(err.Error())
-		}
-		sends = append(sends, map[string]any{
-			"node": targetNode,
-			"arg":  send.NodeInput,
-		})
-	}
-	payload := map[string]any{
-		"update": cmd.Update,
-		"sends":  sends,
-	}
-	raw, err := json.Marshal(map[string]any{
-		"ok":      true,
-		"payload": payload,
-	})
-	if err != nil {
-		return cCallbackEnvelopeError(fmt.Sprintf("encode callback payload failed: %v", err))
-	}
-	return C.CString(string(raw))
-}
-
-func NewRustEngine() *RustEngine {
-	return &RustEngine{ptr: C.rc_engine_new()}
-}
-
-func (e *RustEngine) Close() {
-	if e.ptr != nil {
-		C.rc_engine_free(e.ptr)
-		e.ptr = nil
-	}
-}
-
-func (e *RustEngine) AddAsyncChannel(channel string) error {
-	cch := C.CString(channel)
-	defer C.free(unsafe.Pointer(cch))
-	resp := C.rc_add_async_channel(e.ptr, cch)
-	return parseRustStatus(resp)
-}
-
-func (e *RustEngine) StartStream(streamMode string) error {
-	var cmode *C.char
-	if streamMode != "" {
-		cmode = C.CString(streamMode)
-		defer C.free(unsafe.Pointer(cmode))
-	}
-	resp := C.rc_start_stream(e.ptr, cmode)
-	return parseRustStatus(resp)
-}
-
-func (e *RustEngine) ReceiveStream() (any, bool, error) {
-	resp := C.rc_receive_stream_json(e.ptr)
-	defer C.rc_string_free(resp)
-
-	raw := C.GoString(resp)
-	var status struct {
-		OK       bool            `json:"ok"`
-		Error    string          `json:"error"`
-		HasEvent bool            `json:"has_event"`
-		Event    json.RawMessage `json:"event"`
-	}
-	if err := json.Unmarshal([]byte(raw), &status); err != nil {
-		return nil, false, fmt.Errorf("decode rust stream response: %w", err)
-	}
-	if !status.OK {
-		return nil, false, fmt.Errorf("rust stream failed: %s", status.Error)
-	}
-	if !status.HasEvent {
-		return nil, false, nil
-	}
-	var event any
-	if err := json.Unmarshal(status.Event, &event); err != nil {
-		return nil, false, fmt.Errorf("decode stream event: %w", err)
-	}
-	return coerceJSONValue(event), true, nil
-}
-
-func (e *RustEngine) SendCustomStreamEvent(value any) error {
-	payload, err := json.Marshal(value)
-	if err != nil {
-		return fmt.Errorf("marshal stream event: %w", err)
-	}
-	cval := C.CString(string(payload))
-	defer C.free(unsafe.Pointer(cval))
-	resp := C.rc_send_custom_stream_event(e.ptr, cval)
-	return parseRustStatus(resp)
-}
-
-func (e *RustEngine) CloseStream() error {
-	resp := C.rc_close_stream(e.ptr)
-	return parseRustStatus(resp)
-}
-
-func (e *RustEngine) Publish(channel string, value any) error {
-	payload, err := json.Marshal(value)
-	if err != nil {
-		return fmt.Errorf("marshal publish value: %w", err)
-	}
-	cch := C.CString(channel)
-	cval := C.CString(string(payload))
-	defer C.free(unsafe.Pointer(cch))
-	defer C.free(unsafe.Pointer(cval))
-	resp := C.rc_publish_json(e.ptr, cch, cval)
-	return parseRustStatus(resp)
-}
-
-func (e *RustEngine) WaitAnyOf(cond AnyOfCondition) (WaitEvent, error) {
-	payload, err := json.Marshal(cond)
-	if err != nil {
-		return WaitEvent{}, fmt.Errorf("marshal any_of: %w", err)
-	}
-	cpayload := C.CString(string(payload))
-	defer C.free(unsafe.Pointer(cpayload))
-	resp := C.rc_wait_any_of_json(e.ptr, cpayload)
-	defer C.rc_string_free(resp)
-
-	raw := C.GoString(resp)
-	var status struct {
-		OK    bool            `json:"ok"`
-		Error string          `json:"error"`
-		Event json.RawMessage `json:"event"`
-	}
-	if err := json.Unmarshal([]byte(raw), &status); err != nil {
-		return WaitEvent{}, fmt.Errorf("decode rust wait response: %w", err)
-	}
-	if !status.OK {
-		return WaitEvent{}, fmt.Errorf("rust wait failed: %s", status.Error)
-	}
-	var event WaitEvent
-	if err := json.Unmarshal(status.Event, &event); err != nil {
-		return WaitEvent{}, fmt.Errorf("decode wait event: %w", err)
-	}
-	return event, nil
-}
-
-func (e *RustEngine) RunGraph(
-	entryPoint string,
-	finishPoint string,
-	streamMode string,
-	initialState any,
-	initialInput any,
-	exec func(node string, nodeInput any, state map[string]any) (Command, error),
-) (map[string]any, error) {
-	initialJSON, err := json.Marshal(initialState)
-	if err != nil {
-		return nil, fmt.Errorf("marshal initial state: %w", err)
-	}
-	initialInputJSON, err := json.Marshal(initialInput)
-	if err != nil {
-		return nil, fmt.Errorf("marshal initial input: %w", err)
-	}
-	centry := C.CString(entryPoint)
-	cfinish := C.CString(finishPoint)
-	cinitial := C.CString(string(initialJSON))
-	cinitialInput := C.CString(string(initialInputJSON))
-	var cstreamMode *C.char
-	if streamMode != "" {
-		cstreamMode = C.CString(streamMode)
-	}
-	defer C.free(unsafe.Pointer(centry))
-	defer C.free(unsafe.Pointer(cfinish))
-	defer C.free(unsafe.Pointer(cinitial))
-	defer C.free(unsafe.Pointer(cinitialInput))
-	if cstreamMode != nil {
-		defer C.free(unsafe.Pointer(cstreamMode))
-	}
-
-	callbackID := registerRunGraphCallbackCtx(&runGraphCallbackCtx{exec: exec})
-	defer unregisterRunGraphCallbackCtx(callbackID)
-
-	resp := C.rc_run_graph_json(
-		e.ptr,
-		centry,
-		cfinish,
-		cinitial,
-		cinitialInput,
-		cstreamMode,
-		C.ulong(callbackID),
-		(C.rc_node_callback_t)(C.goNodeCallback),
-	)
-	defer C.rc_string_free(resp)
-
-	raw := C.GoString(resp)
-	var status struct {
-		OK    bool           `json:"ok"`
-		Error string         `json:"error"`
-		State map[string]any `json:"state"`
-	}
-	if err := json.Unmarshal([]byte(raw), &status); err != nil {
-		return nil, fmt.Errorf("decode rust run response: %w", err)
-	}
-	if !status.OK {
-		return nil, fmt.Errorf("rust run failed: %s", status.Error)
-	}
-	coerced := coerceJSONValue(status.State)
-	typed, ok := coerced.(map[string]any)
-	if !ok {
-		return nil, fmt.Errorf("unexpected state type from rust run")
-	}
-	return typed, nil
-}
-
-func cCallbackEnvelopeError(message string) *C.char {
-	raw, _ := json.Marshal(map[string]any{
-		"ok":    false,
-		"error": message,
-	})
-	return C.CString(string(raw))
-}
-
-func cCallbackEnvelopeSuspend(cond AnyOfCondition) *C.char {
-	raw, _ := json.Marshal(map[string]any{
-		"ok": true,
-		"suspend": map[string]any{
-			"kind":   "any_of",
-			"any_of": cond,
-		},
-	})
-	return C.CString(string(raw))
-}
-
-func resolveSendTarget(target any) (string, error) {
-	if name, ok := target.(string); ok {
-		if name == "" {
-			return "", fmt.Errorf("send target cannot be empty string")
-		}
-		return name, nil
-	}
-	rv := reflect.ValueOf(target)
-	if rv.IsValid() && rv.Kind() == reflect.Func {
-		return NodeName(target), nil
-	}
-	return "", fmt.Errorf("unsupported send target type %T", target)
-}
-
-func coerceJSONValue(v any) any {
-	switch t := v.(type) {
-	case map[string]any:
-		out := make(map[string]any, len(t))
-		for k, val := range t {
-			out[k] = coerceJSONValue(val)
-		}
-		return out
-	case []any:
-		coerced := make([]any, len(t))
-		allStrings := true
-		for i, val := range t {
-			cv := coerceJSONValue(val)
-			coerced[i] = cv
-			if _, ok := cv.(string); !ok {
-				allStrings = false
-			}
-		}
-		if allStrings {
-			out := make([]string, len(coerced))
-			for i, item := range coerced {
-				out[i] = item.(string)
-			}
-			return out
-		}
-		return coerced
-	default:
-		return v
-	}
-}
-
-func parseRustStatus(resp *C.char) error {
-	defer C.rc_string_free(resp)
-	raw := C.GoString(resp)
-	var status struct {
-		OK    bool   `json:"ok"`
-		Error string `json:"error"`
-	}
-	if err := json.Unmarshal([]byte(raw), &status); err != nil {
-		return fmt.Errorf("decode rust response: %w", err)
-	}
-	if !status.OK {
-		return fmt.Errorf("rust error: %s", status.Error)
-	}
-	return nil
-}

langgraph-go/advancedgraph/types.go

@@ -1,89 +0,0 @@
-package advancedgraph
-
-import (
-	"encoding/json"
-	"errors"
-)
-
-type WaitCondition interface {
-	toAny() map[string]any
-}
-
-type ChannelCondition struct {
-	Channel string
-	N       int
-}
-
-func (c ChannelCondition) toAny() map[string]any {
-	n := c.N
-	if n <= 0 {
-		n = 1
-	}
-	return map[string]any{
-		"kind":    "channel",
-		"channel": c.Channel,
-		"n":       n,
-	}
-}
-
-type TimerCondition struct {
-	Seconds float64
-}
-
-func (t TimerCondition) toAny() map[string]any {
-	return map[string]any{
-		"kind":    "timer",
-		"seconds": t.Seconds,
-	}
-}
-
-type AnyOfCondition struct {
-	Conditions []map[string]any `json:"conditions"`
-}
-
-func AnyOf(conditions ...WaitCondition) AnyOfCondition {
-	result := AnyOfCondition{Conditions: make([]map[string]any, 0, len(conditions))}
-	for _, cond := range conditions {
-		result.Conditions = append(result.Conditions, cond.toAny())
-	}
-	return result
-}
-
-type WaitEvent struct {
-	Condition string          `json:"condition"`
-	Channel   string          `json:"channel,omitempty"`
-	Value     json.RawMessage `json:"value,omitempty"`
-	Seconds   float64         `json:"seconds,omitempty"`
-}
-
-type Send struct {
-	Node      any
-	NodeInput any
-}
-
-type Command struct {
-	Update any
-	Goto   []Send
-}
-
-type ErrWaitRequested struct {
-	Condition AnyOfCondition
-}
-
-func (e ErrWaitRequested) Error() string {
-	return "wait requested"
-}
-
-func AsErrWaitRequested(err error) (ErrWaitRequested, bool) {
-	var target ErrWaitRequested
-	if !errors.As(err, &target) {
-		return target, false
-	}
-	return target, true
-}
-
-func DecodeString(raw json.RawMessage) string {
-	var s string
-	_ = json.Unmarshal(raw, &s)
-	return s
-}

langgraph-go/go.mod

@@ -1,3 +0,0 @@
-module github.com/langchain-ai/langgraph/langgraph-go
-
-go 1.25

langgraph-go/stategraph/state_graph.go

@@ -1,320 +0,0 @@
-package stategraph
-
-import (
-	"encoding/json"
-	"errors"
-	"fmt"
-	"slices"
-
-	ag "github.com/langchain-ai/langgraph/langgraph-go/advancedgraph"
-)
-
-type StateNodeFunc[StateT any] func(ctx *Context, state StateT) (StateT, error)
-
-const (
-	internalBarrierChannel   = "__stategraph_barrier"
-	internalInterruptChannel = "__stategraph_interrupt"
-)
-
-type Context struct {
-	inner *ag.Context
-}
-
-func (c *Context) Interrupt(name string) (any, error) {
-	if name == "" {
-		return nil, fmt.Errorf("interrupt name cannot be empty")
-	}
-	event, err := c.inner.WaitFor(ag.AnyOf(ag.ChannelCondition{
-		Channel: internalInterruptChannel,
-		N:       1,
-	}))
-	if err != nil {
-		if waitReq, ok := ag.AsErrWaitRequested(err); ok {
-			return nil, errInterruptRequested{
-				Name:      name,
-				Condition: waitReq.Condition,
-			}
-		}
-		return nil, err
-	}
-	if len(event.Value) == 0 {
-		return nil, nil
-	}
-
-	var payload interruptPayload
-	if err := json.Unmarshal(event.Value, &payload); err != nil {
-		var value any
-		if err := json.Unmarshal(event.Value, &value); err != nil {
-			return nil, fmt.Errorf("decode interrupt `%s` value: %w", name, err)
-		}
-		return value, nil
-	}
-	if payload.Name != "" && payload.Name != name {
-		return nil, fmt.Errorf("interrupt name mismatch: expected `%s`, got `%s`", name, payload.Name)
-	}
-	if len(payload.Value) == 0 {
-		return nil, nil
-	}
-	var value any
-	if err := json.Unmarshal(payload.Value, &value); err != nil {
-		return nil, fmt.Errorf("decode interrupt `%s` payload: %w", name, err)
-	}
-	return value, nil
-}
-
-type errInterruptRequested struct {
-	Name      string
-	Condition ag.AnyOfCondition
-}
-
-func (e errInterruptRequested) Error() string {
-	if e.Name == "" {
-		return "interrupt requested"
-	}
-	return fmt.Sprintf("interrupt requested: %s", e.Name)
-}
-
-func asErrInterruptRequested(err error) (errInterruptRequested, bool) {
-	var target errInterruptRequested
-	if !errors.As(err, &target) {
-		return target, false
-	}
-	return target, true
-}
-
-type BasicStateGraph[StateT any] struct {
-	nodes map[string]StateNodeFunc[StateT]
-	edges map[string][]string
-}
-
-type interruptPayload struct {
-	Name  string          `json:"name"`
-	Value json.RawMessage `json:"value"`
-}
-
-func NewBasicStateGraph[StateT any]() *BasicStateGraph[StateT] {
-	return &BasicStateGraph[StateT]{
-		nodes: make(map[string]StateNodeFunc[StateT]),
-		edges: make(map[string][]string),
-	}
-}
-
-func (g *BasicStateGraph[StateT]) AddNode(fn StateNodeFunc[StateT]) string {
-	name := ag.NodeName(fn)
-	if _, exists := g.nodes[name]; exists {
-		panic(fmt.Sprintf("node `%s` already exists", name))
-	}
-	g.nodes[name] = fn
-	return name
-}
-
-func (g *BasicStateGraph[StateT]) AddEdge(from StateNodeFunc[StateT], to StateNodeFunc[StateT]) {
-	fromName := ag.NodeName(from)
-	toName := ag.NodeName(to)
-	if _, ok := g.nodes[fromName]; !ok {
-		panic(fmt.Sprintf("source node `%s` does not exist", fromName))
-	}
-	if _, ok := g.nodes[toName]; !ok {
-		panic(fmt.Sprintf("target node `%s` does not exist", toName))
-	}
-	g.edges[fromName] = append(g.edges[fromName], toName)
-}
-
-type CompiledBasicStateGraph[StateT any] struct {
-	inner *ag.CompiledGraph[StateT]
-}
-
-type Handler[StateT any] struct {
-	inner *ag.Handler[StateT]
-}
-
-func (h *Handler[StateT]) WaitForResult() (StateT, error) {
-	return h.inner.WaitForResult()
-}
-
-func (h *Handler[StateT]) Resume(name string, value any) error {
-	if name == "" {
-		return fmt.Errorf("interrupt name cannot be empty")
-	}
-	return h.inner.PublishToChannel(internalInterruptChannel, map[string]any{
-		"name":  name,
-		"value": value,
-	})
-}
-
-func (g *BasicStateGraph[StateT]) Compile() *CompiledBasicStateGraph[StateT] {
-	if len(g.nodes) == 0 {
-		panic("graph has no nodes")
-	}
-	levels, err := g.computeSupersteps()
-	if err != nil {
-		panic(err)
-	}
-	adv := ag.NewAdvancedStateGraph[StateT]()
-	adv.AddAsyncChannel(internalBarrierChannel)
-	adv.AddAsyncChannel(internalInterruptChannel)
-
-	const finalNodeName = "__stategraph_finish"
-	finalNode := func(_ *ag.Context, _ any, state StateT) (ag.Command, error) {
-		return ag.Command{Update: state}, nil
-	}
-	adv.AddFinishNodeAs(finalNodeName, finalNode)
-
-	for stepIdx, stepNodes := range levels {
-		for _, nodeName := range stepNodes {
-			userFn := g.nodes[nodeName]
-			nextBarrier := fmt.Sprintf("__stategraph_barrier_%d", stepIdx+1)
-			wrapper := func(ctx *ag.Context, _ any, state StateT) (ag.Command, error) {
-				updated, err := userFn(&Context{inner: ctx}, state)
-				if err != nil {
-					if interruptReq, ok := asErrInterruptRequested(err); ok {
-						cond := interruptReq.Condition
-						if len(cond.Conditions) == 0 {
-							cond = ag.AnyOf(ag.ChannelCondition{
-								Channel: internalInterruptChannel,
-								N:       1,
-							})
-						}
-						return ag.Command{}, ag.ErrWaitRequested{Condition: cond}
-					}
-					return ag.Command{}, err
-				}
-				if err := ctx.PublishToChannel(internalBarrierChannel, map[string]any{
-					"step": stepIdx,
-				}); err != nil {
-					return ag.Command{}, err
-				}
-				return ag.Command{
-					Update: updated,
-					Goto:   []ag.Send{{Node: nextBarrier}},
-				}, nil
-			}
-			adv.AddNodeAs(fmt.Sprintf("__stategraph_node_%s", nodeName), wrapper)
-		}
-	}
-
-	lastBarrier := len(levels)
-	for barrierStep := 0; barrierStep <= lastBarrier; barrierStep++ {
-		barrierName := fmt.Sprintf("__stategraph_barrier_%d", barrierStep)
-		nextStep := barrierStep
-		barrier := func(ctx *ag.Context, _ any, state StateT) (ag.Command, error) {
-			if nextStep > 0 {
-				needed := len(levels[nextStep-1])
-				_, err := ctx.WaitFor(ag.AnyOf(ag.ChannelCondition{
-					Channel: internalBarrierChannel,
-					N:       needed,
-				}))
-				if err != nil {
-					return ag.Command{}, err
-				}
-			}
-			if nextStep >= len(levels) {
-				return ag.Command{
-					Update: state,
-					Goto:   []ag.Send{{Node: finalNodeName}},
-				}, nil
-			}
-			sends := make([]ag.Send, 0, len(levels[nextStep]))
-			for _, nodeName := range levels[nextStep] {
-				sends = append(sends, ag.Send{
-					Node: fmt.Sprintf("__stategraph_node_%s", nodeName),
-				})
-			}
-			return ag.Command{
-				Update: state,
-				Goto:   sends,
-			}, nil
-		}
-		if barrierStep == 0 {
-			adv.AddEntryNodeAs(barrierName, barrier)
-		} else {
-			adv.AddNodeAs(barrierName, barrier)
-		}
-	}
-
-	return &CompiledBasicStateGraph[StateT]{
-		inner: adv.Compile(),
-	}
-}
-
-func (g *CompiledBasicStateGraph[StateT]) Start(initialState StateT) (*Handler[StateT], error) {
-	raw, err := g.inner.Start(nil, initialState)
-	if err != nil {
-		return nil, err
-	}
-	return &Handler[StateT]{inner: raw}, nil
-}
-
-func (g *CompiledBasicStateGraph[StateT]) Invoke(initialState StateT) (StateT, error) {
-	handler, err := g.Start(initialState)
-	if err != nil {
-		var zero StateT
-		return zero, err
-	}
-	return handler.WaitForResult()
-}
-
-func (g *BasicStateGraph[StateT]) computeSupersteps() ([][]string, error) {
-	indegree := make(map[string]int, len(g.nodes))
-	for name := range g.nodes {
-		indegree[name] = 0
-	}
-	for from, tos := range g.edges {
-		if _, ok := g.nodes[from]; !ok {
-			return nil, fmt.Errorf("edge source `%s` does not exist", from)
-		}
-		for _, to := range tos {
-			if _, ok := g.nodes[to]; !ok {
-				return nil, fmt.Errorf("edge target `%s` does not exist", to)
-			}
-			indegree[to]++
-		}
-	}
-
-	queue := make([]string, 0, len(g.nodes))
-	level := make(map[string]int, len(g.nodes))
-	for name, deg := range indegree {
-		if deg == 0 {
-			queue = append(queue, name)
-		}
-	}
-	if len(queue) == 0 {
-		return nil, fmt.Errorf("graph has no entry nodes (cycle suspected)")
-	}
-
-	processed := 0
-	for len(queue) > 0 {
-		curr := queue[0]
-		queue = queue[1:]
-		processed++
-		currLevel := level[curr]
-		for _, to := range g.edges[curr] {
-			if level[to] < currLevel+1 {
-				level[to] = currLevel + 1
-			}
-			indegree[to]--
-			if indegree[to] == 0 {
-				queue = append(queue, to)
-			}
-		}
-	}
-	if processed != len(g.nodes) {
-		return nil, fmt.Errorf("graph contains a cycle")
-	}
-
-	maxLevel := 0
-	for _, lv := range level {
-		if lv > maxLevel {
-			maxLevel = lv
-		}
-	}
-	levels := make([][]string, maxLevel+1)
-	for nodeName := range g.nodes {
-		lv := level[nodeName]
-		levels[lv] = append(levels[lv], nodeName)
-	}
-	for i := range levels {
-		slices.Sort(levels[i])
-	}
-	return levels, nil
-}

langgraph-go/stategraph/state_graph_test.go

@@ -1,218 +0,0 @@
-package stategraph_test
-
-import (
-	"fmt"
-	"sync"
-	"sync/atomic"
-	"testing"
-	"time"
-
-	sg "github.com/langchain-ai/langgraph/langgraph-go/stategraph"
-)
-
-type stateGraphState struct {
-	Noop bool `json:"noop"`
-}
-
-type orderRecorder struct {
-	mu     sync.Mutex
-	orders map[string]int32
-	seq    int32
-}
-
-func newOrderRecorder() *orderRecorder {
-	return &orderRecorder{orders: make(map[string]int32)}
-}
-
-func (f *orderRecorder) record(name string) {
-	idx := atomic.AddInt32(&f.seq, 1)
-	f.mu.Lock()
-	f.orders[name] = idx
-	f.mu.Unlock()
-}
-
-type orderGraph struct {
-	recorder *orderRecorder
-}
-
-func newOrderGraph() *orderGraph {
-	return &orderGraph{
-		recorder: newOrderRecorder(),
-	}
-}
-
-func (g *orderGraph) A(_ *sg.Context, state stateGraphState) (stateGraphState, error) {
-	g.recorder.record("A")
-	return state, nil
-}
-
-func (g *orderGraph) B1(_ *sg.Context, state stateGraphState) (stateGraphState, error) {
-	g.recorder.record("B1")
-	return state, nil
-}
-
-func (g *orderGraph) B2(_ *sg.Context, state stateGraphState) (stateGraphState, error) {
-	g.recorder.record("B2")
-	return state, nil
-}
-
-func (g *orderGraph) C1(_ *sg.Context, state stateGraphState) (stateGraphState, error) {
-	g.recorder.record("C1")
-	return state, nil
-}
-
-func (g *orderGraph) C2(_ *sg.Context, state stateGraphState) (stateGraphState, error) {
-	g.recorder.record("C2")
-	return state, nil
-}
-
-func (g *orderGraph) C3(_ *sg.Context, state stateGraphState) (stateGraphState, error) {
-	g.recorder.record("C3")
-	return state, nil
-}
-
-func (g *orderGraph) D(_ *sg.Context, state stateGraphState) (stateGraphState, error) {
-	g.recorder.record("D")
-	return state, nil
-}
-
-func TestBasicStateGraphWithoutInterrupt(t *testing.T) {
-	fixture := newOrderGraph()
-	graph := sg.NewBasicStateGraph[stateGraphState]()
-	graph.AddNode(fixture.A)
-	graph.AddNode(fixture.B1)
-	graph.AddNode(fixture.B2)
-	graph.AddNode(fixture.C1)
-	graph.AddNode(fixture.C2)
-	graph.AddNode(fixture.C3)
-	graph.AddNode(fixture.D)
-
-	graph.AddEdge(fixture.A, fixture.B1)
-	graph.AddEdge(fixture.A, fixture.B2)
-	graph.AddEdge(fixture.B1, fixture.C1)
-	graph.AddEdge(fixture.B1, fixture.C2)
-	graph.AddEdge(fixture.B2, fixture.C3)
-	graph.AddEdge(fixture.C1, fixture.D)
-	graph.AddEdge(fixture.C2, fixture.D)
-	graph.AddEdge(fixture.C3, fixture.D)
-
-	_, err := graph.Compile().Invoke(stateGraphState{})
-	if err != nil {
-		t.Fatalf("invoke failed: %v", err)
-	}
-
-	fixture.recorder.mu.Lock()
-	orders := make(map[string]int32, len(fixture.recorder.orders))
-	for k, v := range fixture.recorder.orders {
-		orders[k] = v
-	}
-	fixture.recorder.mu.Unlock()
-
-	for _, name := range []string{"A", "B1", "B2", "C1", "C2", "C3", "D"} {
-		if _, ok := orders[name]; !ok {
-			t.Fatalf("node %s did not execute; orders=%v", name, orders)
-		}
-	}
-	maxB := maxInt32(orders["B1"], orders["B2"])
-	minC := minInt32(orders["C1"], minInt32(orders["C2"], orders["C3"]))
-	maxC := maxInt32(orders["C1"], maxInt32(orders["C2"], orders["C3"]))
-	if !(orders["A"] < orders["B1"] && orders["A"] < orders["B2"]) {
-		t.Fatalf("A should run before B-step, orders=%v", orders)
-	}
-	if !(maxB < minC) {
-		t.Fatalf("B-step should finish before C-step, orders=%v", orders)
-	}
-	if !(maxC < orders["D"]) {
-		t.Fatalf("C-step should finish before D, orders=%v", orders)
-	}
-}
-
-type interruptState struct {
-	A bool `json:"a"`
-	B bool `json:"b"`
-}
-
-type interruptFixture struct{}
-
-func (f *interruptFixture) A(_ *sg.Context, state interruptState) (interruptState, error) {
-	state.A = true
-	return state, nil
-}
-
-func (f *interruptFixture) B(ctx *sg.Context, state interruptState) (interruptState, error) {
-	if !state.A {
-		return state, fmt.Errorf("B should observe A=true")
-	}
-	value, err := ctx.Interrupt("resume_channel")
-	if err != nil {
-		return state, err
-	}
-	s, ok := value.(string)
-	if !ok || s != "go" {
-		return state, fmt.Errorf("unexpected interrupt payload: %#v", value)
-	}
-	state.B = true
-	return state, nil
-}
-
-func TestBasicStateGraphWithInterrupt(t *testing.T) {
-	fixture := &interruptFixture{}
-	graph := sg.NewBasicStateGraph[interruptState]()
-	graph.AddNode(fixture.A)
-	graph.AddNode(fixture.B)
-	graph.AddEdge(fixture.A, fixture.B)
-
-	handler, err := graph.Compile().Start(interruptState{})
-	if err != nil {
-		t.Fatalf("start failed: %v", err)
-	}
-
-	doneCh := make(chan interruptState, 1)
-	errCh := make(chan error, 1)
-	go func() {
-		result, runErr := handler.WaitForResult()
-		if runErr != nil {
-			errCh <- runErr
-			return
-		}
-		doneCh <- result
-	}()
-
-	select {
-	case <-doneCh:
-		t.Fatalf("run should pause for interrupt, but completed early")
-	case err := <-errCh:
-		t.Fatalf("run should pause for interrupt, but failed early: %v", err)
-	case <-time.After(120 * time.Millisecond):
-		// expected: paused
-	}
-
-	if err := handler.Resume("resume_channel", "go"); err != nil {
-		t.Fatalf("resume interrupt failed: %v", err)
-	}
-
-	select {
-	case err := <-errCh:
-		t.Fatalf("run failed after interrupt: %v", err)
-	case result := <-doneCh:
-		if !(result.A && result.B) {
-			t.Fatalf("unexpected final state: %#v", result)
-		}
-	case <-time.After(2 * time.Second):
-		t.Fatalf("timeout waiting for resumed run completion")
-	}
-}
-
-func minInt32(a int32, b int32) int32 {
-	if a < b {
-		return a
-	}
-	return b
-}
-
-func maxInt32(a int32, b int32) int32 {
-	if a > b {
-		return a
-	}
-	return b
-}

langgraph-go/tests/sub_agents_test.go

@@ -1,204 +0,0 @@
-package tests
-
-import (
-	"slices"
-	"testing"
-	"time"
-
-	ag "github.com/langchain-ai/langgraph/langgraph-go/advancedgraph"
-)
-
-type decision struct {
-	Type     string
-	SubAgent string
-	Tool     string
-	Complete string
-}
-
-type mockLLM struct {
-	responses [][]decision
-	i         int
-}
-
-func (m *mockLLM) invoke() []decision {
-	if m.i >= len(m.responses) {
-		return []decision{}
-	}
-	resp := m.responses[m.i]
-	m.i++
-	return resp
-}
-
-type lunchWorkflow struct {
-	planner *mockLLM
-}
-
-type lunchState struct {
-	Input  string   `json:"input"`
-	Output []string `json:"output"`
-	Done   string   `json:"done"`
-}
-
-func (w *lunchWorkflow) llmNode(ctx *ag.Context, _ any, _ lunchState) (ag.Command, error) {
-	decisions := w.planner.invoke()
-	sends := make([]ag.Send, 0, 4)
-	for _, d := range decisions {
-		if d.Type == "end" {
-			return ag.Command{
-				Goto: []ag.Send{
-					{Node: w.orderFoodNode, NodeInput: d.Complete},
-				},
-			}, nil
-		}
-		if d.Type == "sub_agent" {
-			sends = append(sends, ag.Send{Node: w.subAgentNode, NodeInput: d.SubAgent})
-		}
-		if d.Type == "tool" {
-			sends = append(sends, ag.Send{Node: w.toolNode, NodeInput: d.Tool})
-		}
-	}
-	sends = append(sends, ag.Send{Node: w.waitNode})
-	return ag.Command{Goto: sends}, nil
-}
-
-func (w *lunchWorkflow) waitNode(ctx *ag.Context, _ any, state lunchState) (ag.Command, error) {
-	event, err := ctx.WaitFor(
-		ag.AnyOf(
-			ag.ChannelCondition{Channel: "tool_completion_channel", N: 1},
-			ag.ChannelCondition{Channel: "subagent_completion_channel", N: 1},
-			ag.ChannelCondition{Channel: "user_input_channel", N: 1},
-			ag.TimerCondition{Seconds: 1},
-		),
-	)
-	if err != nil {
-		return ag.Command{}, err
-	}
-
-	output := append([]string(nil), state.Output...)
-	if event.Condition == "channel" {
-		payload := ag.DecodeString(event.Value)
-		switch event.Channel {
-		case "tool_completion_channel":
-			output = append(output, "tool: "+payload)
-		case "subagent_completion_channel":
-			output = append(output, "sub_agent: "+payload)
-		case "user_input_channel":
-			output = append(output, "user_input: "+payload)
-		}
-		state.Output = output
-		return ag.Command{Goto: []ag.Send{{Node: w.llmNode}}, Update: state}, nil
-	}
-
-	output = append(output, "timer: no updates yet")
-	state.Output = output
-	return ag.Command{Goto: []ag.Send{{Node: w.waitNode}}, Update: state}, nil
-}
-
-func (w *lunchWorkflow) toolNode(ctx *ag.Context, input any, _ lunchState) (ag.Command, error) {
-	toolInput, _ := input.(string)
-	time.Sleep(100 * time.Millisecond)
-	err := ctx.PublishToChannel("tool_completion_channel", "tool completed for: "+toolInput)
-	return ag.Command{}, err
-}
-
-func (w *lunchWorkflow) subAgentNode(ctx *ag.Context, input any, _ lunchState) (ag.Command, error) {
-	subInput, _ := input.(string)
-	time.Sleep(5 * time.Second)
-	err := ctx.PublishToChannel(
-		"subagent_completion_channel",
-		"research sub agent completed for: "+subInput,
-	)
-	return ag.Command{}, err
-}
-
-func (w *lunchWorkflow) orderFoodNode(ctx *ag.Context, input any, state lunchState) (ag.Command, error) {
-	complete, _ := input.(string)
-	output := append([]string(nil), state.Output...)
-	output = append(output, "order_food: "+complete)
-	state.Output = output
-	state.Done = complete
-	return ag.Command{Update: state}, nil
-}
-
-func TestSubAgentsEquivalentFlow(t *testing.T) {
-	planner := &mockLLM{
-		responses: [][]decision{
-			{
-				{Type: "sub_agent", SubAgent: "research lunch options"},
-				{Type: "tool", Tool: "slack_tool"},
-			},
-			{},
-			{},
-			{{Type: "sub_agent", SubAgent: "find vegetarian fallback"}},
-			{{Type: "end", Complete: "order submitted"}},
-		},
-	}
-	workflow := &lunchWorkflow{
-		planner: planner,
-	}
-
-	graph := ag.NewAdvancedStateGraph[lunchState]()
-	graph.AddAsyncChannel("tool_completion_channel")
-	graph.AddAsyncChannel("subagent_completion_channel")
-	graph.AddAsyncChannel("user_input_channel")
-
-	graph.AddEntryNode(workflow.llmNode)
-	graph.AddNode(workflow.waitNode)
-	graph.AddNode(workflow.toolNode)
-	graph.AddNode(workflow.subAgentNode)
-	graph.AddFinishNode(workflow.orderFoodNode)
-
-	handler, err := graph.Compile().Start(
-		nil,
-		lunchState{
-			Input:  "help me get something for lunch",
-			Output: []string{},
-			Done:   "",
-		},
-	)
-	if err != nil {
-		t.Fatalf("start failed: %v", err)
-	}
-
-	time.Sleep(10 * time.Millisecond)
-	if err := handler.PublishToChannel("user_input_channel", "No spicy food please"); err != nil {
-		t.Fatalf("publish failed: %v", err)
-	}
-
-	result, err := handler.WaitForResult()
-	if err != nil {
-		t.Fatalf("result failed: %v", err)
-	}
-
-	output := result.Output
-	if len(output) == 0 {
-		t.Fatalf("output is empty, full result=%#v", result)
-	}
-	if result.Done != "order submitted" {
-		t.Fatalf("unexpected done: %v", result.Done)
-	}
-	if !slices.Contains(output, "user_input: No spicy food please") {
-		t.Fatalf("missing user input output: %#v", output)
-	}
-	if !slices.Contains(output, "tool: tool completed for: slack_tool") {
-		t.Fatalf("missing tool output: %#v", output)
-	}
-	if !slices.Contains(output, "sub_agent: research sub agent completed for: research lunch options") {
-		t.Fatalf("missing first sub-agent output: %#v", output)
-	}
-	if !slices.Contains(output, "sub_agent: research sub agent completed for: find vegetarian fallback") {
-		t.Fatalf("missing second sub-agent output: %#v", output)
-	}
-	timerCount := 0
-	for _, line := range output {
-		if line == "timer: no updates yet" {
-			timerCount++
-		}
-	}
-	if timerCount < 3 {
-		t.Fatalf("expected >=3 timer outputs, got %d, output=%#v", timerCount, output)
-	}
-	if output[len(output)-1] != "order_food: order submitted" {
-		t.Fatalf("unexpected last output: %#v", output[len(output)-1])
-	}
-}

langgraph-go/tests/test_primitives_test.go

@@ -1,124 +0,0 @@
-package tests
-
-import (
-	"fmt"
-	"testing"
-
-	ag "github.com/langchain-ai/langgraph/langgraph-go/advancedgraph"
-)
-
-type primitiveWorkflow struct {
-}
-
-type primitiveState struct {
-	Count int      `json:"count"`
-	Logs  []string `json:"logs"`
-	Done  string   `json:"done"`
-}
-
-func (w *primitiveWorkflow) startNode(ctx *ag.Context, input int, state primitiveState) (ag.Command, error) {
-	state.Logs = append(state.Logs, fmt.Sprintf("start:%d", input))
-	return ag.Command{
-		Update: state,
-		Goto: []ag.Send{
-			{Node: w.middleNode, NodeInput: "from_start"},
-		},
-	}, nil
-}
-
-func (w *primitiveWorkflow) middleNode(ctx *ag.Context, input string, state primitiveState) (ag.Command, error) {
-	state.Logs = append(state.Logs, "middle:"+input)
-	return ag.Command{
-		Update: state,
-		Goto: []ag.Send{
-			{Node: w.finishNode, NodeInput: "from_middle"},
-		},
-	}, nil
-}
-
-func (w *primitiveWorkflow) finishNode(ctx *ag.Context, input string, state primitiveState) (ag.Command, error) {
-	state.Logs = append(state.Logs, "finish:"+input)
-	state.Done = input
-	return ag.Command{Update: state}, nil
-}
-
-func TestInputAndStatePrimitivesCompatible(t *testing.T) {
-	workflow := &primitiveWorkflow{}
-	graph := ag.NewAdvancedStateGraph[primitiveState]()
-
-	graph.AddEntryNode(workflow.startNode)
-	graph.AddNode(workflow.middleNode)
-	graph.AddFinishNode(workflow.finishNode)
-
-	handler, err := graph.Compile().Start(100, primitiveState{
-		Count: 1,
-		Logs:  []string{},
-		Done:  "",
-	})
-	if err != nil {
-		t.Fatalf("start failed: %v", err)
-	}
-
-	result, err := handler.WaitForResult()
-	if err != nil {
-		t.Fatalf("result failed: %v", err)
-	}
-	if result.Done != "from_middle" {
-		t.Fatalf("unexpected done: %v", result.Done)
-	}
-	if result.Count != 1 {
-		t.Fatalf("unexpected count: %v", result.Count)
-	}
-	if len(result.Logs) != 3 || result.Logs[0] != "start:100" || result.Logs[1] != "middle:from_start" || result.Logs[2] != "finish:from_middle" {
-		t.Fatalf("unexpected logs: %#v", result.Logs)
-	}
-}
-
-func (w *primitiveWorkflow) startNoFinishNode(ctx *ag.Context, _ any, state primitiveState) (ag.Command, error) {
-	state.Logs = append(state.Logs, "start")
-	return ag.Command{
-		Update: state,
-		Goto: []ag.Send{
-			{Node: w.middleNoFinishNode, NodeInput: "from_start"},
-		},
-	}, nil
-}
-
-func (w *primitiveWorkflow) middleNoFinishNode(ctx *ag.Context, input string, state primitiveState) (ag.Command, error) {
-	state.Logs = append(state.Logs, "middle:"+input)
-	state.Count += 1
-	state.Done = "stopped"
-	// No goto and no finish node configured: run should end automatically.
-	return ag.Command{Update: state}, nil
-}
-
-func TestRunEndsWithoutFinishNode(t *testing.T) {
-	workflow := &primitiveWorkflow{}
-	graph := ag.NewAdvancedStateGraph[primitiveState]()
-
-	graph.AddEntryNode(workflow.startNoFinishNode)
-	graph.AddNode(workflow.middleNoFinishNode)
-
-	handler, err := graph.Compile().Start(nil, primitiveState{
-		Count: 7,
-		Logs:  []string{},
-		Done:  "",
-	})
-	if err != nil {
-		t.Fatalf("start failed: %v", err)
-	}
-
-	result, err := handler.WaitForResult()
-	if err != nil {
-		t.Fatalf("result failed: %v", err)
-	}
-	if result.Done != "stopped" {
-		t.Fatalf("unexpected done: %v", result.Done)
-	}
-	if result.Count != 8 {
-		t.Fatalf("unexpected count: %v", result.Count)
-	}
-	if len(result.Logs) != 2 || result.Logs[0] != "start" || result.Logs[1] != "middle:from_start" {
-		t.Fatalf("unexpected logs: %#v", result.Logs)
-	}
-}

langgraph-go/tests/test_state_type_validation_test.go

@@ -1,54 +0,0 @@
-package tests
-
-import (
-	"strings"
-	"testing"
-
-	ag "github.com/langchain-ai/langgraph/langgraph-go/advancedgraph"
-)
-
-func TestNewAdvancedStateGraphRejectsNonStructState(t *testing.T) {
-	defer func() {
-		if r := recover(); r == nil {
-			t.Fatalf("expected panic for non-struct StateT")
-		}
-	}()
-	_ = ag.NewAdvancedStateGraph[map[string]any]()
-}
-
-type stateTypeA struct {
-	X int `json:"x"`
-}
-
-type stateTypeB struct {
-	X int `json:"x"`
-}
-
-type wrongUpdateWorkflow struct{}
-
-func (w *wrongUpdateWorkflow) startNode(ctx *ag.Context, _ any, _ stateTypeA) (ag.Command, error) {
-	return ag.Command{Goto: []ag.Send{{Node: w.badNode}}}, nil
-}
-
-func (w *wrongUpdateWorkflow) badNode(ctx *ag.Context, _ any, _ stateTypeA) (ag.Command, error) {
-	return ag.Command{Update: stateTypeB{X: 1}}, nil
-}
-
-func TestNodeUpdateTypeMustMatchGraphStateType(t *testing.T) {
-	workflow := &wrongUpdateWorkflow{}
-	graph := ag.NewAdvancedStateGraph[stateTypeA]()
-	graph.AddEntryNode(workflow.startNode)
-	graph.AddFinishNode(workflow.badNode)
-
-	handler, err := graph.Compile().Start(nil, stateTypeA{X: 0})
-	if err != nil {
-		t.Fatalf("start failed: %v", err)
-	}
-	_, err = handler.WaitForResult()
-	if err == nil {
-		t.Fatalf("expected runtime error for wrong update type")
-	}
-	if !strings.Contains(err.Error(), "update type mismatch") {
-		t.Fatalf("unexpected error: %v", err)
-	}
-}

langgraph-go/tests/test_streaming_test.go

@@ -1,102 +0,0 @@
-package tests
-
-import (
-	"strings"
-	"testing"
-	"time"
-
-	ag "github.com/langchain-ai/langgraph/langgraph-go/advancedgraph"
-)
-
-type streamState struct {
-	Done bool `json:"done"`
-}
-
-type streamWorkflow struct{}
-
-func (w *streamWorkflow) startNode(ctx *ag.Context, _ any, state streamState) (ag.Command, error) {
-	if err := ctx.SendCustomStreamEvent(map[string]any{"step": "start", "value": 1}); err != nil {
-		return ag.Command{}, err
-	}
-	time.Sleep(80 * time.Millisecond)
-	if err := ctx.SendCustomStreamEvent(map[string]any{"step": "start", "value": 2}); err != nil {
-		return ag.Command{}, err
-	}
-	return ag.Command{
-		Update: state,
-		Goto: []ag.Send{
-			{Node: w.finishNode},
-		},
-	}, nil
-}
-
-func (w *streamWorkflow) finishNode(ctx *ag.Context, _ any, state streamState) (ag.Command, error) {
-	state.Done = true
-	return ag.Command{Update: state}, nil
-}
-
-func TestCustomStreamReceiveAndClose(t *testing.T) {
-	workflow := &streamWorkflow{}
-	graph := ag.NewAdvancedStateGraph[streamState]()
-	graph.AddEntryNode(workflow.startNode)
-	graph.AddFinishNode(workflow.finishNode)
-
-	handler, err := graph.Compile().Start(nil, streamState{Done: false}, "custom")
-	if err != nil {
-		t.Fatalf("start failed: %v", err)
-	}
-
-	event, err := handler.ReceiveStream()
-	if err != nil {
-		t.Fatalf("receive stream failed: %v", err)
-	}
-	if event == nil {
-		t.Fatalf("expected first stream event, got nil")
-	}
-	eventMap, ok := event.(map[string]any)
-	if !ok {
-		t.Fatalf("unexpected event type: %T", event)
-	}
-	if eventMap["step"] != "start" {
-		t.Fatalf("unexpected stream event payload: %#v", eventMap)
-	}
-
-	if err := handler.CloseStream(); err != nil {
-		t.Fatalf("close stream failed: %v", err)
-	}
-
-	closedEvent, err := handler.ReceiveStream()
-	if err != nil {
-		t.Fatalf("receive stream after close failed: %v", err)
-	}
-	if closedEvent != nil {
-		t.Fatalf("expected nil stream event after close, got %#v", closedEvent)
-	}
-
-	result, err := handler.WaitForResult()
-	if err != nil {
-		t.Fatalf("result failed: %v", err)
-	}
-	if !result.Done {
-		t.Fatalf("expected final state done=true, got %#v", result)
-	}
-}
-
-func TestOnlyCustomStreamModeSupported(t *testing.T) {
-	workflow := &streamWorkflow{}
-	graph := ag.NewAdvancedStateGraph[streamState]()
-	graph.AddEntryNode(workflow.startNode)
-	graph.AddFinishNode(workflow.finishNode)
-
-	handler, err := graph.Compile().Start(nil, streamState{Done: false}, "values")
-	if err != nil {
-		t.Fatalf("start failed: %v", err)
-	}
-	_, runErr := handler.WaitForResult()
-	if runErr == nil {
-		t.Fatalf("expected run error for unsupported stream mode")
-	}
-	if !strings.Contains(runErr.Error(), "only `custom` is supported") {
-		t.Fatalf("unexpected error: %v", runErr)
-	}
-}

langgraph-go/tests/test_update_elision_test.go

@@ -1,135 +0,0 @@
-package tests
-
-import (
-	"reflect"
-	"testing"
-	"time"
-
-	ag "github.com/langchain-ai/langgraph/langgraph-go/advancedgraph"
-)
-
-type updateElisionState struct {
-	X  int             `json:"x"`
-	S  updateStruct    `json:"s"`
-	M  map[string]int  `json:"m"`
-	L  []int           `json:"l"`
-	PS *updateStruct   `json:"ps"`
-	PM *map[string]int `json:"pm"`
-	PL *[]int          `json:"pl"`
-}
-
-type updateStruct struct {
-	V int `json:"v"`
-}
-
-type updateElisionWorkflow struct{}
-
-func makeState(v int) updateElisionState {
-	m := map[string]int{"n": v}
-	l := []int{v}
-	return updateElisionState{
-		X:  v,
-		S:  updateStruct{V: v},
-		M:  map[string]int{"n": v},
-		L:  []int{v},
-		PS: &updateStruct{V: v},
-		PM: &m,
-		PL: &l,
-	}
-}
-
-func (w *updateElisionWorkflow) startNoopNode(ctx *ag.Context, _ any, _ updateElisionState) (ag.Command, error) {
-	return ag.Command{
-		Goto: []ag.Send{
-			{Node: w.fastNode},
-			{Node: w.slowNoopNode},
-		},
-	}, nil
-}
-
-func (w *updateElisionWorkflow) startChangedNode(ctx *ag.Context, _ any, _ updateElisionState) (ag.Command, error) {
-	return ag.Command{
-		Goto: []ag.Send{
-			{Node: w.fastNode},
-			{Node: w.slowChangedNode},
-		},
-	}, nil
-}
-
-func (w *updateElisionWorkflow) fastNode(ctx *ag.Context, _ any, state updateElisionState) (ag.Command, error) {
-	_ = state
-	return ag.Command{Update: makeState(1)}, nil
-}
-
-func (w *updateElisionWorkflow) slowNoopNode(ctx *ag.Context, _ any, state updateElisionState) (ag.Command, error) {
-	time.Sleep(100 * time.Millisecond)
-	// Returns same state as initial snapshot; without runtime elision this can overwrite newer updates.
-	return ag.Command{Update: state}, nil
-}
-
-func (w *updateElisionWorkflow) slowChangedNode(ctx *ag.Context, _ any, _ updateElisionState) (ag.Command, error) {
-	time.Sleep(100 * time.Millisecond)
-	// Real change should not be elided.
-	return ag.Command{Update: makeState(2)}, nil
-}
-
-func assertStateEquals(t *testing.T, got updateElisionState, expected updateElisionState) {
-	t.Helper()
-	if got.X != expected.X {
-		t.Fatalf("unexpected X: got=%d want=%d", got.X, expected.X)
-	}
-	if got.S != expected.S {
-		t.Fatalf("unexpected S: got=%#v want=%#v", got.S, expected.S)
-	}
-	if !reflect.DeepEqual(got.M, expected.M) {
-		t.Fatalf("unexpected M: got=%#v want=%#v", got.M, expected.M)
-	}
-	if !reflect.DeepEqual(got.L, expected.L) {
-		t.Fatalf("unexpected L: got=%#v want=%#v", got.L, expected.L)
-	}
-	if got.PS == nil || expected.PS == nil || *got.PS != *expected.PS {
-		t.Fatalf("unexpected PS: got=%#v want=%#v", got.PS, expected.PS)
-	}
-	if got.PM == nil || expected.PM == nil || !reflect.DeepEqual(*got.PM, *expected.PM) {
-		t.Fatalf("unexpected PM: got=%#v want=%#v", got.PM, expected.PM)
-	}
-	if got.PL == nil || expected.PL == nil || !reflect.DeepEqual(*got.PL, *expected.PL) {
-		t.Fatalf("unexpected PL: got=%#v want=%#v", got.PL, expected.PL)
-	}
-}
-
-func TestNoopSlowUpdateCanOverrideFastUpdate(t *testing.T) {
-	workflow := &updateElisionWorkflow{}
-	graph := ag.NewAdvancedStateGraph[updateElisionState]()
-	graph.AddEntryNode(workflow.startNoopNode)
-	graph.AddNode(workflow.fastNode)
-	graph.AddFinishNode(workflow.slowNoopNode)
-
-	handler, err := graph.Compile().Start(nil, makeState(0))
-	if err != nil {
-		t.Fatalf("start failed: %v", err)
-	}
-	result, err := handler.WaitForResult()
-	if err != nil {
-		t.Fatalf("result failed: %v", err)
-	}
-	assertStateEquals(t, result, makeState(0))
-}
-
-func TestChangedSlowUpdateOverridesFastUpdate(t *testing.T) {
-	workflow := &updateElisionWorkflow{}
-	graph := ag.NewAdvancedStateGraph[updateElisionState]()
-	graph.AddEntryNode(workflow.startChangedNode)
-	graph.AddNode(workflow.fastNode)
-	graph.AddFinishNode(workflow.slowChangedNode)
-
-	handler, err := graph.Compile().Start(nil, makeState(0))
-	if err != nil {
-		t.Fatalf("start failed: %v", err)
-	}
-	result, err := handler.WaitForResult()
-	if err != nil {
-		t.Fatalf("result failed: %v", err)
-	}
-	assertStateEquals(t, result, makeState(2))
-}

libs/checkpoint-conformance/langgraph/checkpoint/conformance/test_utils.py

@@ -89,7 +89,7 @@ async def put_test_checkpoint(
     vals = channel_values or {}
     cv = channel_versions
     if cv is None and vals:
-        cv = {k: 1 for k in vals}
+        cv: ChannelVersions = {k: 1 for k in vals}
         cp["channel_versions"] = cv
     nv = new_versions
     if nv is None:

libs/checkpoint-conformance/uv.lock

@@ -250,15 +250,15 @@ wheels = [
 
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+version = "4.0.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "langchain-core" },
     { name = "ormsgpack" },
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 [[package]]
@@ -719,7 +719,7 @@ wheels = [
 
 [[package]]
 name = "requests"
-version = "2.32.5"
+version = "2.33.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "certifi" },
@@ -727,9 +727,9 @@ dependencies = [
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 [[package]]

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

@@ -164,12 +164,11 @@ class AsyncPostgresStore(AsyncBatchedBaseStore, BasePostgresStore[_ainternal.Con
         grouped_ops, num_ops = _group_ops(ops)
         results: list[Result] = [None] * num_ops
 
-        async with _ainternal.get_connection(self.conn) as conn:
-            if self.pipe:
-                async with self.pipe:
-                    await self._execute_batch(grouped_ops, results, conn)
-            else:
-                await self._execute_batch(grouped_ops, results, conn)
+        if self.pipe:
+            async with self.pipe:
+                await self._execute_batch(grouped_ops, results)
+        else:
+            await self._execute_batch(grouped_ops, results)
 
         return results
 
@@ -410,8 +409,10 @@ class AsyncPostgresStore(AsyncBatchedBaseStore, BasePostgresStore[_ainternal.Con
         self,
         grouped_ops: dict,
         results: list[Result],
-        conn: AsyncConnection[DictRow],
+        conn: AsyncConnection[DictRow] | None = None,
     ) -> None:
+        # Keep `conn` for compatibility with subclasses overriding this private hook.
+        # All database I/O goes through `_cursor()`, which owns connection acquisition.
         async with self._cursor(pipeline=True) as cur:
             if GetOp in grouped_ops:
                 await self._batch_get_ops(

libs/checkpoint-postgres/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph-checkpoint-postgres"
-version = "3.0.4"
+version = "3.0.5"
 description = "Library with a Postgres implementation of LangGraph checkpoint saver."
 authors = []
 requires-python = ">=3.10"

libs/checkpoint-postgres/tests/test_async_store.py

@@ -20,6 +20,7 @@ from langgraph.store.base import (
 )
 from psycopg import AsyncConnection
 
+from langgraph.checkpoint.postgres import _ainternal
 from langgraph.store.postgres import AsyncPostgresStore
 from tests.conftest import (
     DEFAULT_URI,
@@ -346,6 +347,59 @@ async def test_batch_list_namespaces_ops(store: AsyncPostgresStore) -> None:
     assert ("test", "namespace2") in results[0]
 
 
+@asynccontextmanager
+async def _create_pool_store() -> AsyncIterator[AsyncPostgresStore]:
+    database = f"test_{uuid.uuid4().hex[:16]}"
+    uri_parts = DEFAULT_URI.split("/")
+    uri_base = "/".join(uri_parts[:-1])
+    query_params = ""
+    if "?" in uri_parts[-1]:
+        _, query_params = uri_parts[-1].split("?", 1)
+        query_params = "?" + query_params
+
+    conn_string = f"{uri_base}/{database}{query_params}"
+    admin_conn_string = DEFAULT_URI
+    async with await AsyncConnection.connect(
+        admin_conn_string, autocommit=True
+    ) as conn:
+        await conn.execute(f"CREATE DATABASE {database}")
+    try:
+        async with AsyncPostgresStore.from_conn_string(
+            conn_string, pool_config={"min_size": 1, "max_size": 1}
+        ) as store:
+            await store.setup()
+            yield store
+    finally:
+        async with await AsyncConnection.connect(
+            admin_conn_string, autocommit=True
+        ) as conn:
+            await conn.execute(f"DROP DATABASE {database}")
+
+
+async def test_abatch_uses_single_pool_checkout(monkeypatch) -> None:
+    async with _create_pool_store() as store:
+        await store.aput(("test",), "key1", {"data": "value1"})
+
+        original_get_connection = _ainternal.get_connection
+        checkout_count = 0
+
+        @asynccontextmanager
+        async def counting_get_connection(conn):
+            nonlocal checkout_count
+            checkout_count += 1
+            async with original_get_connection(conn) as checked_out_conn:
+                yield checked_out_conn
+
+        monkeypatch.setattr(_ainternal, "get_connection", counting_get_connection)
+
+        results = await store.abatch([GetOp(namespace=("test",), key="key1")])
+
+        assert len(results) == 1
+        assert results[0] is not None
+        assert results[0].value == {"data": "value1"}
+        assert checkout_count == 1
+
+
 @asynccontextmanager
 async def _create_vector_store(
     vector_type: str,

libs/checkpoint-postgres/uv.lock

@@ -13,16 +13,16 @@ wheels = [
 
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+version = "4.13.0"
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     { name = "idna" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
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libs/checkpoint/langgraph/store/base/batch.py

@@ -328,6 +328,9 @@ async def _run(
     store: weakref.ReferenceType[BaseStore],
 ) -> None:
     while item := await aqueue.get():
+        # don't run batch if the future is done (e.g. cancelled)
+        if item[0].done():
+            continue
         # check if store is still alive
         if s := store():
             try:
@@ -335,6 +338,9 @@ async def _run(
                 items = [item]
                 try:
                     while item := aqueue.get_nowait():
+                        # don't insert if the future is done (e.g. cancelled)
+                        if item[0].done():
+                            continue
                         items.append(item)
                 except asyncio.QueueEmpty:
                     pass

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 ]
 
 [[package]]

libs/cli/README.md

@@ -31,7 +31,7 @@ langgraph dev [OPTIONS]
   --no-reload               Disable auto-reload
   --debug-port INTEGER      Enable remote debugging
   --no-browser             Skip opening browser window
-  -c, --config FILE        Config file path (default: langgraph.json)
+  -c, --config FILE        Config file path (default: langsmith.json)
 ```
 
 ### `langgraph up` 🚀
@@ -64,7 +64,7 @@ langgraph dockerfile SAVE_PATH [OPTIONS]
 
 ## Configuration
 
-The CLI uses a `langgraph.json` configuration file with these key settings:
+The CLI uses a `langsmith.json` configuration file with these key settings:
 
 ```json
 {

libs/cli/examples/graph_prerelease_reqs/deps/additional_deps/pyproject.toml

@@ -5,5 +5,5 @@ description = "Test for prerelease stuff"
 readme = "README.md"
 requires-python = ">=3.10"
 dependencies = [
-  "langgraph==1.0.8"
+  "langgraph==1.1.2"
 ]

libs/cli/examples/graph_prerelease_reqs/pyproject.toml

@@ -7,7 +7,7 @@ requires-python = ">=3.10"
 dependencies = [
   "langchain-openai==1.0.0a2",
   "langchain-anthropic==1.0.0a5",
-  "langgraph==1.0.8"
+  "langgraph==1.1.2"
 ]
 
 [tool.uv]

libs/cli/examples/graph_prerelease_reqs_fail/pyproject.toml

@@ -6,6 +6,6 @@ readme = "README.md"
 requires-python = ">=3.10"
 dependencies = [
   "langchain-openai==1.0.0a2",
-  "langgraph==1.0.0a2",
+  "langgraph==1.1.2",
   "langchain_community>=0.3.0",
 ]

libs/cli/generate_schema.py

@@ -2,7 +2,7 @@
 """
 Script to generate a JSON schema for the langgraph-cli Config class.
 
-This script creates a schema.json file that can be referenced in langgraph.json files
+This script creates a schema.json file that can be referenced in langsmith.json files
 to provide IDE autocompletion and validation.
 """
 
@@ -243,7 +243,7 @@ def main():
     print(
         f"You can now add '$schema: https://raw.githubusercontent.com/langchain-ai/langgraph/refs/heads/main/libs/cli/schemas/schema.json'"
         f" or '$schema: https://raw.githubusercontent.com/langchain-ai/langgraph/refs/heads/main/libs/cli/schemas/schema.{schema_version}.json'"
-        " to your langgraph.json files"
+        " to your langsmith.json files"
     )
 
 

libs/cli/js-examples/package.json

@@ -21,23 +21,23 @@
     "test:all": "yarn test && yarn test:int && yarn lint:langgraph"
   },
   "dependencies": {
-    "@langchain/core": "^1.1.31",
-    "@langchain/langgraph": "^1.2.1"
+    "@langchain/core": "^1.1.35",
+    "@langchain/langgraph": "^1.2.5"
   },
   "devDependencies": {
     "@eslint/eslintrc": "^3.3.5",
     "@eslint/js": "^10.0.1",
     "@tsconfig/recommended": "^1.0.13",
     "@types/jest": "^30.0.0",
-    "@typescript-eslint/eslint-plugin": "^8.56.1",
-    "@typescript-eslint/parser": "^8.56.1",
+    "@typescript-eslint/eslint-plugin": "^8.57.1",
+    "@typescript-eslint/parser": "^8.57.1",
     "dotenv": "^17.3.1",
-    "eslint": "^10.0.3",
+    "eslint": "^10.1.0",
     "eslint-config-prettier": "^10.1.8",
     "eslint-plugin-import": "^2.32.0",
     "eslint-plugin-no-instanceof": "^1.0.1",
     "eslint-plugin-prettier": "^5.5.5",
-    "jest": "^30.2.0",
+    "jest": "^30.3.0",
     "prettier": "^3.8.1",
     "ts-jest": "^29.4.6",
     "typescript": "^5.9.3"

libs/cli/js-monorepo-example/apps/agent/package.json

@@ -9,8 +9,8 @@
   },
   "dependencies": {
     "@js-monorepo-example/shared": "*",
-    "@langchain/core": "^1.1.31",
-    "@langchain/langgraph": "^1.2.1"
+    "@langchain/core": "^1.1.35",
+    "@langchain/langgraph": "^1.2.5"
   },
   "devDependencies": {
     "typescript": "^5.9.3"

libs/cli/js-monorepo-example/package.json

@@ -17,18 +17,18 @@
     "lint": "eslint 'apps/**/*.ts' 'libs/**/*.ts'"
   },
   "devDependencies": {
-    "turbo": "^2.8.14",
+    "turbo": "^2.8.20",
     "typescript": "^5.9.3",
     "@tsconfig/recommended": "^1.0.13",
     "@eslint/eslintrc": "^3.3.5",
     "@eslint/js": "^10.0.1",
-    "eslint": "^10.0.3",
+    "eslint": "^10.1.0",
     "eslint-config-prettier": "^10.1.8",
     "eslint-plugin-import": "^2.27.5",
     "eslint-plugin-no-instanceof": "^1.0.1",
     "eslint-plugin-prettier": "^5.5.5",
-    "@typescript-eslint/eslint-plugin": "^8.56.1",
-    "@typescript-eslint/parser": "^8.56.1",
+    "@typescript-eslint/eslint-plugin": "^8.57.1",
+    "@typescript-eslint/parser": "^8.57.1",
     "prettier": "^3.8.1"
   }
 }

libs/cli/js-monorepo-example/yarn.lock

@@ -28,14 +28,14 @@
     debug "^4.3.1"
     minimatch "^10.2.4"
 
-"@eslint/config-helpers@^0.5.2":
-  version "0.5.2"
-  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.5.2.tgz#314c7b03d02a371ad8c0a7f6821d5a8a8437ba9d"
-  integrity sha512-a5MxrdDXEvqnIq+LisyCX6tQMPF/dSJpCfBgBauY+pNZ28yCtSsTvyTYrMhaI+LK26bVyCJfJkT0u8KIj2i1dQ==
+"@eslint/config-helpers@^0.5.3":
+  version "0.5.3"
+  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.5.3.tgz#721fe6bbb90d74b0c80d6ff2428e5bbcb002becb"
+  integrity sha512-lzGN0onllOZCGroKJmRwY6QcEHxbjBw1gwB8SgRSqK8YbbtEXMvKynsXc3553ckIEBxsbMBU7oOZXKIPGZNeZw==
   dependencies:
-    "@eslint/core" "^1.1.0"
+    "@eslint/core" "^1.1.1"
 
-"@eslint/core@^1.1.0", "@eslint/core@^1.1.1":
+"@eslint/core@^1.1.1":
   version "1.1.1"
   resolved "https://registry.yarnpkg.com/@eslint/core/-/core-1.1.1.tgz#450f3d2be2d463ccd51119544092256b4e88df32"
   integrity sha512-QUPblTtE51/7/Zhfv8BDwO0qkkzQL7P/aWWbqcf4xWLEYn1oKjdO0gglQBB4GAsu7u6wjijbCmzsUTy6mnk6oQ==
@@ -103,10 +103,10 @@
   resolved "https://registry.yarnpkg.com/@isaacs/cliui/-/cliui-9.0.0.tgz#4d0a3f127058043bf2e7ee169eaf30ed901302f3"
   integrity sha512-AokJm4tuBHillT+FpMtxQ60n8ObyXBatq7jD2/JA9dxbDDokKQm8KMht5ibGzLVU9IJDIKK4TPKgMHEYMn3lMg==
 
-"@langchain/core@^1.1.31":
-  version "1.1.31"
-  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.31.tgz#81882c7be8dfe138015da67b93aa73c6ab0f6962"
-  integrity sha512-FxsgIUONjKaRpjx59sISgmb0OMCbAetPGyhzjGa2kX0y1f8LZ5xm9VB2db7W9HYWyLvzRWcMA51Uu4OSTJmtZQ==
+"@langchain/core@^1.1.35":
+  version "1.1.35"
+  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.35.tgz#4c681cc9af3d59d139f6272768dd30361dccd518"
+  integrity sha512-TM0idLSAx17IEMqEIN7F8MDdXpN53p4A4vhhjZxf7LedwShB/8Zx1F5D5Nq1Bbn0zh9QDzSHpWyfCrTtggKf7g==
   dependencies:
     "@cfworker/json-schema" "^4.0.2"
     "@standard-schema/spec" "^1.1.0"
@@ -120,30 +120,30 @@
     uuid "^11.1.0"
     zod "^3.25.76 || ^4"
 
-"@langchain/langgraph-checkpoint@^1.0.0":
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-1.0.0.tgz#ece2ede439d0d0b0b532c4be7817fd5029afe4f8"
-  integrity sha512-xrclBGvNCXDmi0Nz28t3vjpxSH6UYx6w5XAXSiiB1WEdc2xD2iY/a913I3x3a31XpInUW/GGfXXfePfaghV54A==
+"@langchain/langgraph-checkpoint@^1.0.1":
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-1.0.1.tgz#0ee5bdfeb9878d8d1d99347f23e199e5afd52995"
+  integrity sha512-HM0cJLRpIsSlWBQ/xuDC67l52SqZ62Bh2Y61DX+Xorqwoh5e1KxYvfCD7GnSTbWWhjBOutvnR0vPhu4orFkZfw==
   dependencies:
     uuid "^10.0.0"
 
-"@langchain/langgraph-sdk@~1.6.5":
-  version "1.6.5"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.6.5.tgz#1a089f7412239ffad1c3b52364ba6af694966424"
-  integrity sha512-JjprmbhgCnoNJ9DUKcvrEU+C9FfKsNGyT3ooqWxAY5Cx2qofhXmDJOpTCqqbxfDHPKG0RjTs5HgVK3WW5M6Big==
+"@langchain/langgraph-sdk@~1.8.0":
+  version "1.8.0"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.8.0.tgz#aa62fd641a4ef964a57cea7a7c11e662e8082fb8"
+  integrity sha512-TPowjgfLjRll4zUDiOUVgd8qLgSOhy5uHt0sWhpvxgQd+dcUs4x/3nKjrepSvmp24KQKbF6GJy6MaHBDj3Ubtw==
   dependencies:
     "@types/json-schema" "^7.0.15"
     p-queue "^9.0.1"
     p-retry "^7.1.1"
     uuid "^13.0.0"
 
-"@langchain/langgraph@^1.2.1":
-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.2.1.tgz#c83bad4754781b39e536fb0e479adb093988433c"
-  integrity sha512-OeLMejye1DZeZBPnurus2bqvjRi+pyrqfAXX77hYdUqKeQ3hAG7pLG04xdrvMs0pl/F57ZtwywqoE2oVqcI6JA==
+"@langchain/langgraph@^1.2.5":
+  version "1.2.5"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.2.5.tgz#f4285b77baee945092795c2989bdd6589dc5b142"
+  integrity sha512-O/ROF1oaXN7VK6+WTpXsDvJp7L+YyTOHa9rt3L85jrvwxBqQQRIlRLOWT8ehB/ywE3M1K7WAWOAXbmorCYzviQ==
   dependencies:
-    "@langchain/langgraph-checkpoint" "^1.0.0"
-    "@langchain/langgraph-sdk" "~1.6.5"
+    "@langchain/langgraph-checkpoint" "^1.0.1"
+    "@langchain/langgraph-sdk" "~1.8.0"
     "@standard-schema/spec" "1.1.0"
     uuid "^10.0.0"
 
@@ -167,6 +167,36 @@
   resolved "https://registry.yarnpkg.com/@tsconfig/recommended/-/recommended-1.0.13.tgz#269fce3ad04ca70b93269ff44cca81b950f542da"
   integrity sha512-sySRuBfMKyKO/j2ZAhR8kSembhjuPEV4Ra3AHtmWLq51+iGaudr45crPSzNC5b7/Ctrh9dfUpBuTlYrH6rM58Q==
 
+"@turbo/darwin-64@2.8.20":
+  version "2.8.20"
+  resolved "https://registry.yarnpkg.com/@turbo/darwin-64/-/darwin-64-2.8.20.tgz#6ebc903fbfe31db85f67b84af69e84822765cbf4"
+  integrity sha512-FQ9EX1xMU5nbwjxXxM3yU88AQQ6Sqc6S44exPRroMcx9XZHqqppl5ymJF0Ig/z3nvQNwDmz1Gsnvxubo+nXWjQ==
+
+"@turbo/darwin-arm64@2.8.20":
+  version "2.8.20"
+  resolved "https://registry.yarnpkg.com/@turbo/darwin-arm64/-/darwin-arm64-2.8.20.tgz#f02fdd818bfe610240c1a60865eeb9ca338160f5"
+  integrity sha512-Gpyh9ATFGThD6/s9L95YWY54cizg/VRWl2B67h0yofG8BpHf67DFAh9nuJVKG7bY0+SBJDAo5cMur+wOl9YOYw==
+
+"@turbo/linux-64@2.8.20":
+  version "2.8.20"
+  resolved "https://registry.yarnpkg.com/@turbo/linux-64/-/linux-64-2.8.20.tgz#51faba95b242731b0beae9811724b3eeee6aa0a1"
+  integrity sha512-p2QxWUYyYUgUFG0b0kR+pPi8t7c9uaVlRtjTTI1AbCvVqkpjUfCcReBn6DgG/Hu8xrWdKLuyQFaLYFzQskZbcA==
+
+"@turbo/linux-arm64@2.8.20":
+  version "2.8.20"
+  resolved "https://registry.yarnpkg.com/@turbo/linux-arm64/-/linux-arm64-2.8.20.tgz#4c466ec09a2c2e6513df94d703660bb6efa61614"
+  integrity sha512-Gn5yjlZGLRZWarLWqdQzv0wMqyBNIdq1QLi48F1oY5Lo9kiohuf7BPQWtWxeNVS2NgJ1+nb/DzK1JduYC4AWOA==
+
+"@turbo/windows-64@2.8.20":
+  version "2.8.20"
+  resolved "https://registry.yarnpkg.com/@turbo/windows-64/-/windows-64-2.8.20.tgz#b8f23ff1d5ddf9b1abe41db2b1cb35b13066c063"
+  integrity sha512-vyaDpYk/8T6Qz5V/X+ihKvKFEZFUoC0oxYpC1sZanK6gaESJlmV3cMRT3Qhcg4D2VxvtC2Jjs9IRkrZGL+exLw==
+
+"@turbo/windows-arm64@2.8.20":
+  version "2.8.20"
+  resolved "https://registry.yarnpkg.com/@turbo/windows-arm64/-/windows-arm64-2.8.20.tgz#8032d42c6cfd954d3c381720d5a65dc3e7ea3014"
+  integrity sha512-voicVULvUV5yaGXo0Iue13BcHGYW3u0VgqSbfQwBaHbpj1zLjYV4KIe+7fYIo6DO8FVUJzxFps3ODCQG/Wy2Qw==
+
 "@types/esrecurse@^4.3.1":
   version "4.3.1"
   resolved "https://registry.yarnpkg.com/@types/esrecurse/-/esrecurse-4.3.1.tgz#6f636af962fbe6191b830bd676ba5986926bccec"
@@ -192,100 +222,100 @@
   resolved "https://registry.yarnpkg.com/@types/uuid/-/uuid-10.0.0.tgz#e9c07fe50da0f53dc24970cca94d619ff03f6f6d"
   integrity sha512-7gqG38EyHgyP1S+7+xomFtL+ZNHcKv6DwNaCZmJmo1vgMugyF3TCnXVg4t1uk89mLNwnLtnY3TpOpCOyp1/xHQ==
 
-"@typescript-eslint/eslint-plugin@^8.56.1":
-  version "8.56.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.56.1.tgz#b1ce606d87221daec571e293009675992f0aae76"
-  integrity sha512-Jz9ZztpB37dNC+HU2HI28Bs9QXpzCz+y/twHOwhyrIRdbuVDxSytJNDl6z/aAKlaRIwC7y8wJdkBv7FxYGgi0A==
+"@typescript-eslint/eslint-plugin@^8.57.1":
+  version "8.57.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.57.1.tgz#ddfdfb30f8b5ccee7f3c21798b377c51370edd55"
+  integrity sha512-Gn3aqnvNl4NGc6x3/Bqk1AOn0thyTU9bqDRhiRnUWezgvr2OnhYCWCgC8zXXRVqBsIL1pSDt7T9nJUe0oM0kDQ==
   dependencies:
     "@eslint-community/regexpp" "^4.12.2"
-    "@typescript-eslint/scope-manager" "8.56.1"
-    "@typescript-eslint/type-utils" "8.56.1"
-    "@typescript-eslint/utils" "8.56.1"
-    "@typescript-eslint/visitor-keys" "8.56.1"
+    "@typescript-eslint/scope-manager" "8.57.1"
+    "@typescript-eslint/type-utils" "8.57.1"
+    "@typescript-eslint/utils" "8.57.1"
+    "@typescript-eslint/visitor-keys" "8.57.1"
     ignore "^7.0.5"
     natural-compare "^1.4.0"
     ts-api-utils "^2.4.0"
 
-"@typescript-eslint/parser@^8.56.1":
-  version "8.56.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.56.1.tgz#21d13b3d456ffb08614c1d68bb9a4f8d9237cdc7"
-  integrity sha512-klQbnPAAiGYFyI02+znpBRLyjL4/BrBd0nyWkdC0s/6xFLkXYQ8OoRrSkqacS1ddVxf/LDyODIKbQ5TgKAf/Fg==
+"@typescript-eslint/parser@^8.57.1":
+  version "8.57.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.57.1.tgz#d523e559b148264055c0a49a29d5f50c7de659c2"
+  integrity sha512-k4eNDan0EIMTT/dUKc/g+rsJ6wcHYhNPdY19VoX/EOtaAG8DLtKCykhrUnuHPYvinn5jhAPgD2Qw9hXBwrahsw==
   dependencies:
-    "@typescript-eslint/scope-manager" "8.56.1"
-    "@typescript-eslint/types" "8.56.1"
-    "@typescript-eslint/typescript-estree" "8.56.1"
-    "@typescript-eslint/visitor-keys" "8.56.1"
+    "@typescript-eslint/scope-manager" "8.57.1"
+    "@typescript-eslint/types" "8.57.1"
+    "@typescript-eslint/typescript-estree" "8.57.1"
+    "@typescript-eslint/visitor-keys" "8.57.1"
     debug "^4.4.3"
 
-"@typescript-eslint/project-service@8.56.1":
-  version "8.56.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.56.1.tgz#65c8d645f028b927bfc4928593b54e2ecd809244"
-  integrity sha512-TAdqQTzHNNvlVFfR+hu2PDJrURiwKsUvxFn1M0h95BB8ah5jejas08jUWG4dBA68jDMI988IvtfdAI53JzEHOQ==
+"@typescript-eslint/project-service@8.57.1":
+  version "8.57.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.57.1.tgz#16af9fe16eedbd7085e4fdc29baa73715c0c55c5"
+  integrity sha512-vx1F37BRO1OftsYlmG9xay1TqnjNVlqALymwWVuYTdo18XuKxtBpCj1QlzNIEHlvlB27osvXFWptYiEWsVdYsg==
   dependencies:
-    "@typescript-eslint/tsconfig-utils" "^8.56.1"
-    "@typescript-eslint/types" "^8.56.1"
+    "@typescript-eslint/tsconfig-utils" "^8.57.1"
+    "@typescript-eslint/types" "^8.57.1"
     debug "^4.4.3"
 
-"@typescript-eslint/scope-manager@8.56.1":
-  version "8.56.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.56.1.tgz#254df93b5789a871351335dd23e20bc164060f24"
-  integrity sha512-YAi4VDKcIZp0O4tz/haYKhmIDZFEUPOreKbfdAN3SzUDMcPhJ8QI99xQXqX+HoUVq8cs85eRKnD+rne2UAnj2w==
+"@typescript-eslint/scope-manager@8.57.1":
+  version "8.57.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.57.1.tgz#4524d7e7b420cb501807499684d435ae129aaf35"
+  integrity sha512-hs/QcpCwlwT2L5S+3fT6gp0PabyGk4Q0Rv2doJXA0435/OpnSR3VRgvrp8Xdoc3UAYSg9cyUjTeFXZEPg/3OKg==
   dependencies:
-    "@typescript-eslint/types" "8.56.1"
-    "@typescript-eslint/visitor-keys" "8.56.1"
+    "@typescript-eslint/types" "8.57.1"
+    "@typescript-eslint/visitor-keys" "8.57.1"
 
-"@typescript-eslint/tsconfig-utils@8.56.1", "@typescript-eslint/tsconfig-utils@^8.56.1":
-  version "8.56.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.56.1.tgz#1afa830b0fada5865ddcabdc993b790114a879b7"
-  integrity sha512-qOtCYzKEeyr3aR9f28mPJqBty7+DBqsdd63eO0yyDwc6vgThj2UjWfJIcsFeSucYydqcuudMOprZ+x1SpF3ZuQ==
+"@typescript-eslint/tsconfig-utils@8.57.1", "@typescript-eslint/tsconfig-utils@^8.57.1":
+  version "8.57.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.57.1.tgz#9233443ec716882a6f9e240fd900a73f0235f3d7"
+  integrity sha512-0lgOZB8cl19fHO4eI46YUx2EceQqhgkPSuCGLlGi79L2jwYY1cxeYc1Nae8Aw1xjgW3PKVDLlr3YJ6Bxx8HkWg==
 
-"@typescript-eslint/type-utils@8.56.1":
-  version "8.56.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.56.1.tgz#7a6c4fabf225d674644931e004302cbbdd2f2e24"
-  integrity sha512-yB/7dxi7MgTtGhZdaHCemf7PuwrHMenHjmzgUW1aJpO+bBU43OycnM3Wn+DdvDO/8zzA9HlhaJ0AUGuvri4oGg==
+"@typescript-eslint/type-utils@8.57.1":
+  version "8.57.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.57.1.tgz#c49af1347b5869ca85155547a8f34f84ab386fd9"
+  integrity sha512-+Bwwm0ScukFdyoJsh2u6pp4S9ktegF98pYUU0hkphOOqdMB+1sNQhIz8y5E9+4pOioZijrkfNO/HUJVAFFfPKA==
   dependencies:
-    "@typescript-eslint/types" "8.56.1"
-    "@typescript-eslint/typescript-estree" "8.56.1"
-    "@typescript-eslint/utils" "8.56.1"
+    "@typescript-eslint/types" "8.57.1"
+    "@typescript-eslint/typescript-estree" "8.57.1"
+    "@typescript-eslint/utils" "8.57.1"
     debug "^4.4.3"
     ts-api-utils "^2.4.0"
 
-"@typescript-eslint/types@8.56.1", "@typescript-eslint/types@^8.56.1":
-  version "8.56.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.56.1.tgz#975e5942bf54895291337c91b9191f6eb0632ab9"
-  integrity sha512-dbMkdIUkIkchgGDIv7KLUpa0Mda4IYjo4IAMJUZ+3xNoUXxMsk9YtKpTHSChRS85o+H9ftm51gsK1dZReY9CVw==
+"@typescript-eslint/types@8.57.1", "@typescript-eslint/types@^8.57.1":
+  version "8.57.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.57.1.tgz#54b27a8a25a7b45b4f978c3f8e00c4c78f11142c"
+  integrity sha512-S29BOBPJSFUiblEl6RzPPjJt6w25A6XsBqRVDt53tA/tlL8q7ceQNZHTjPeONt/3S7KRI4quk+yP9jK2WjBiPQ==
 
-"@typescript-eslint/typescript-estree@8.56.1":
-  version "8.56.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.56.1.tgz#3b9e57d8129a860c50864c42188f761bdef3eab0"
-  integrity sha512-qzUL1qgalIvKWAf9C1HpvBjif+Vm6rcT5wZd4VoMb9+Km3iS3Cv9DY6dMRMDtPnwRAFyAi7YXJpTIEXLvdfPxg==
+"@typescript-eslint/typescript-estree@8.57.1":
+  version "8.57.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.57.1.tgz#a9fd28d4a0ec896aa9a9a7e0cead62ea24f99e76"
+  integrity sha512-ybe2hS9G6pXpqGtPli9Gx9quNV0TWLOmh58ADlmZe9DguLq0tiAKVjirSbtM1szG6+QH6rVXyU6GTLQbWnMY+g==
   dependencies:
-    "@typescript-eslint/project-service" "8.56.1"
-    "@typescript-eslint/tsconfig-utils" "8.56.1"
-    "@typescript-eslint/types" "8.56.1"
-    "@typescript-eslint/visitor-keys" "8.56.1"
+    "@typescript-eslint/project-service" "8.57.1"
+    "@typescript-eslint/tsconfig-utils" "8.57.1"
+    "@typescript-eslint/types" "8.57.1"
+    "@typescript-eslint/visitor-keys" "8.57.1"
     debug "^4.4.3"
     minimatch "^10.2.2"
     semver "^7.7.3"
     tinyglobby "^0.2.15"
     ts-api-utils "^2.4.0"
 
-"@typescript-eslint/utils@8.56.1":
-  version "8.56.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.56.1.tgz#5a86acaf9f1b4c4a85a42effb217f73059f6deb7"
-  integrity sha512-HPAVNIME3tABJ61siYlHzSWCGtOoeP2RTIaHXFMPqjrQKCGB9OgUVdiNgH7TJS2JNIQ5qQ4RsAUDuGaGme/KOA==
+"@typescript-eslint/utils@8.57.1":
+  version "8.57.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.57.1.tgz#e40f5a7fcff02fd24092a7b52bd6ec029fb50465"
+  integrity sha512-XUNSJ/lEVFttPMMoDVA2r2bwrl8/oPx8cURtczkSEswY5T3AeLmCy+EKWQNdL4u0MmAHOjcWrqJp2cdvgjn8dQ==
   dependencies:
     "@eslint-community/eslint-utils" "^4.9.1"
-    "@typescript-eslint/scope-manager" "8.56.1"
-    "@typescript-eslint/types" "8.56.1"
-    "@typescript-eslint/typescript-estree" "8.56.1"
+    "@typescript-eslint/scope-manager" "8.57.1"
+    "@typescript-eslint/types" "8.57.1"
+    "@typescript-eslint/typescript-estree" "8.57.1"
 
-"@typescript-eslint/visitor-keys@8.56.1":
-  version "8.56.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.56.1.tgz#50e03475c33a42d123dc99e63acf1841c0231f87"
-  integrity sha512-KiROIzYdEV85YygXw6BI/Dx4fnBlFQu6Mq4QE4MOH9fFnhohw6wX/OAvDY2/C+ut0I3RSPKenvZJIVYqJNkhEw==
+"@typescript-eslint/visitor-keys@8.57.1":
+  version "8.57.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.57.1.tgz#3af4f88118924d3be983d4b8ae84803f11fe4563"
+  integrity sha512-YWnmJkXbofiz9KbnbbwuA2rpGkFPLbAIetcCNO6mJ8gdhdZ/v7WDXsoGFAJuM6ikUFKTlSQnjWnVO4ux+UzS6A==
   dependencies:
-    "@typescript-eslint/types" "8.56.1"
+    "@typescript-eslint/types" "8.57.1"
     eslint-visitor-keys "^5.0.0"
 
 acorn-jsx@^5.3.2:
@@ -796,15 +826,15 @@ eslint-visitor-keys@^5.0.0, eslint-visitor-keys@^5.0.1:
   resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-5.0.1.tgz#9e3c9489697824d2d4ce3a8ad12628f91e9f59be"
   integrity sha512-tD40eHxA35h0PEIZNeIjkHoDR4YjjJp34biM0mDvplBe//mB+IHCqHDGV7pxF+7MklTvighcCPPZC7ynWyjdTA==
 
-eslint@^10.0.3:
-  version "10.0.3"
-  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.0.3.tgz#360a7de7f2706eb8a32caa17ca983f0089efe694"
-  integrity sha512-COV33RzXZkqhG9P2rZCFl9ZmJ7WL+gQSCRzE7RhkbclbQPtLAWReL7ysA0Sh4c8Im2U9ynybdR56PV0XcKvqaQ==
+eslint@^10.1.0:
+  version "10.1.0"
+  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.1.0.tgz#9ca98e654e642ab2e1af6d1e9d8613857ac341b4"
+  integrity sha512-S9jlY/ELKEUwwQnqWDO+f+m6sercqOPSqXM5Go94l7DOmxHVDgmSFGWEzeE/gwgTAr0W103BWt0QLe/7mabIvA==
   dependencies:
     "@eslint-community/eslint-utils" "^4.8.0"
     "@eslint-community/regexpp" "^4.12.2"
     "@eslint/config-array" "^0.23.3"
-    "@eslint/config-helpers" "^0.5.2"
+    "@eslint/config-helpers" "^0.5.3"
     "@eslint/core" "^1.1.1"
     "@eslint/plugin-kit" "^0.6.1"
     "@humanfs/node" "^0.16.6"
@@ -817,7 +847,7 @@ eslint@^10.0.3:
     escape-string-regexp "^4.0.0"
     eslint-scope "^9.1.2"
     eslint-visitor-keys "^5.0.1"
-    espree "^11.1.1"
+    espree "^11.2.0"
     esquery "^1.7.0"
     esutils "^2.0.2"
     fast-deep-equal "^3.1.3"
@@ -841,10 +871,10 @@ espree@^10.0.1:
     acorn-jsx "^5.3.2"
     eslint-visitor-keys "^4.2.1"
 
-espree@^11.1.1:
-  version "11.1.1"
-  resolved "https://registry.yarnpkg.com/espree/-/espree-11.1.1.tgz#866f6bc9ccccd6f28876b7a6463abb281b9cb847"
-  integrity sha512-AVHPqQoZYc+RUM4/3Ly5udlZY/U4LS8pIG05jEjWM2lQMU/oaZ7qshzAl2YP1tfNmXfftH3ohurfwNAug+MnsQ==
+espree@^11.2.0:
+  version "11.2.0"
+  resolved "https://registry.yarnpkg.com/espree/-/espree-11.2.0.tgz#01d5e47dc332aaba3059008362454a8cc34ccaa5"
+  integrity sha512-7p3DrVEIopW1B1avAGLuCSh1jubc01H2JHc8B4qqGblmg5gI9yumBgACjWo4JlIc04ufug4xJ3SQI8HkS/Rgzw==
   dependencies:
     acorn "^8.16.0"
     acorn-jsx "^5.3.2"
@@ -933,9 +963,9 @@ flat-cache@^4.0.0:
     keyv "^4.5.4"
 
 flatted@^3.2.9:
-  version "3.3.3"
-  resolved "https://registry.yarnpkg.com/flatted/-/flatted-3.3.3.tgz#67c8fad95454a7c7abebf74bb78ee74a44023358"
-  integrity sha512-GX+ysw4PBCz0PzosHDepZGANEuFCMLrnRTiEy9McGjmkCQYwRq4A/X786G/fjM/+OjsWSU1ZrY5qyARZmO/uwg==
+  version "3.4.2"
+  resolved "https://registry.yarnpkg.com/flatted/-/flatted-3.4.2.tgz#f5c23c107f0f37de8dbdf24f13722b3b98d52726"
+  integrity sha512-PjDse7RzhcPkIJwy5t7KPWQSZ9cAbzQXcafsetQoD7sOJRQlGikNbx7yZp2OotDnJyrDcbyRq3Ttb18iYOqkxA==
 
 for-each@^0.3.3, for-each@^0.3.5:
   version "0.3.5"
@@ -1850,47 +1880,17 @@ tsconfig-paths@^3.15.0:
     minimist "^1.2.6"
     strip-bom "^3.0.0"
 
-turbo-darwin-64@2.8.14:
-  version "2.8.14"
-  resolved "https://registry.yarnpkg.com/turbo-darwin-64/-/turbo-darwin-64-2.8.14.tgz#80d0d414c3e7738df9eb414b4d7de46a4a6be55f"
-  integrity sha512-9sFi7n2lLfEsGWi5OEoA/eTtQU2BPKtzSYKqufMtDeRmqMT9vKjbv9gJCRkllSVE9BOXA0qXC3diyX8V8rKIKw==
-
-turbo-darwin-arm64@2.8.14:
-  version "2.8.14"
-  resolved "https://registry.yarnpkg.com/turbo-darwin-arm64/-/turbo-darwin-arm64-2.8.14.tgz#82223469a29f5831ddba7439c31dff4e0e31bb0b"
-  integrity sha512-aS4yJuy6A1PCLws+PJpZP0qCURG8Y5iVx13z/WAbKyeDTY6W6PiGgcEllSaeLGxyn++382ztN/EZH85n2zZ6VQ==
-
-turbo-linux-64@2.8.14:
-  version "2.8.14"
-  resolved "https://registry.yarnpkg.com/turbo-linux-64/-/turbo-linux-64-2.8.14.tgz#98c38fa898ae8f9f693256c0a3abe8852e64b907"
-  integrity sha512-XC6wPUDJkakjhNLaS0NrHDMiujRVjH+naEAwvKLArgqRaFkNxjmyNDRM4eu3soMMFmjym6NTxYaF74rvET+Orw==
-
-turbo-linux-arm64@2.8.14:
-  version "2.8.14"
-  resolved "https://registry.yarnpkg.com/turbo-linux-arm64/-/turbo-linux-arm64-2.8.14.tgz#60402c49e31f603d903c7d3d9aa92fbc981ca915"
-  integrity sha512-ChfE7isyVNjZrVSPDwcfqcHLG/FuIBbOFxnt1FM8vSuBGzHAs8AlTdwFNIxlEMJfZ8Ad9mdMxdmsCUPIWiQ6cg==
-
-turbo-windows-64@2.8.14:
-  version "2.8.14"
-  resolved "https://registry.yarnpkg.com/turbo-windows-64/-/turbo-windows-64-2.8.14.tgz#dcf39ef4ffe307fe6e460aa1261cf01e2cf3b723"
-  integrity sha512-FTbIeQL1ycLFW2t9uQNMy+bRSzi3Xhwun/e7ZhFBdM+U0VZxxrtfYEBM9CHOejlfqomk6Jh7aRz0sJoqYn39Hg==
-
-turbo-windows-arm64@2.8.14:
-  version "2.8.14"
-  resolved "https://registry.yarnpkg.com/turbo-windows-arm64/-/turbo-windows-arm64-2.8.14.tgz#03115f32db5a3980c1e747541aff135d828baf3f"
-  integrity sha512-KgZX12cTyhY030qS7ieT8zRkhZZE2VWJasDFVUSVVn17nR7IShpv68/7j5UqJNeRLIGF1XPK0phsP5V5yw3how==
-
-turbo@^2.8.14:
-  version "2.8.14"
-  resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.8.14.tgz#182e8427536d981c106a7f9ac0150727e3d08d87"
-  integrity sha512-UCTxeMNYT1cKaHiIFdLCQ7ulI+jw5i5uOnJOrRXsgUD7G3+OjlUjwVd7JfeVt2McWSVGjYA3EVW/v1FSsJ5DtA==
+turbo@^2.8.20:
+  version "2.8.20"
+  resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.8.20.tgz#1632aff5453240f5e96597b6439cc7e70cd871e8"
+  integrity sha512-Rb4qk5YT8RUwwdXtkLpkVhNEe/lor6+WV7S5tTlLpxSz6MjV5Qi8jGNn4gS6NAvrYGA/rNrE6YUQM85sCZUDbQ==
   optionalDependencies:
-    turbo-darwin-64 "2.8.14"
-    turbo-darwin-arm64 "2.8.14"
-    turbo-linux-64 "2.8.14"
-    turbo-linux-arm64 "2.8.14"
-    turbo-windows-64 "2.8.14"
-    turbo-windows-arm64 "2.8.14"
+    "@turbo/darwin-64" "2.8.20"
+    "@turbo/darwin-arm64" "2.8.20"
+    "@turbo/linux-64" "2.8.20"
+    "@turbo/linux-arm64" "2.8.20"
+    "@turbo/windows-64" "2.8.20"
+    "@turbo/windows-arm64" "2.8.20"
 
 type-check@^0.4.0, type-check@~0.4.0:
   version "0.4.0"

libs/cli/langgraph_cli/__init__.py

@@ -1 +1 @@
-__version__ = "0.4.15"
+__version__ = "0.4.19"

libs/cli/langgraph_cli/cli.py

@@ -13,6 +13,7 @@ import tempfile
 import time
 from collections.abc import Callable, Sequence
 from contextlib import contextmanager
+from datetime import datetime, timezone
 
 import click
 import click.exceptions
@@ -23,13 +24,18 @@ import langgraph_cli.config
 import langgraph_cli.docker
 from langgraph_cli.analytics import log_command
 from langgraph_cli.config import Config
-from langgraph_cli.constants import DEFAULT_CONFIG, DEFAULT_PORT
+from langgraph_cli.constants import DEFAULT_CONFIG, DEFAULT_PORT, LEGACY_CONFIG
 from langgraph_cli.docker import DockerCapabilities
 from langgraph_cli.exec import Runner, subp_exec
+from langgraph_cli.helpers import format_log_entry, level_fg, resolve_deployment_id
 from langgraph_cli.host_backend import HostBackendClient, HostBackendError
 from langgraph_cli.progress import Progress
 from langgraph_cli.templates import TEMPLATE_HELP_STRING, create_new
-from langgraph_cli.util import warn_non_wolfi_distro
+from langgraph_cli.util import (
+    format_deployments_table,
+    format_revisions_table,
+    warn_non_wolfi_distro,
+)
 from langgraph_cli.version import __version__
 
 RESERVED_ENV_VARS = frozenset(
@@ -91,7 +97,7 @@ _DEPLOYMENT_NAME_ENV = "LANGSMITH_DEPLOYMENT_NAME"
 def _parse_env_from_config(
     config_json: dict, config_path: pathlib.Path
 ) -> dict[str, str]:
-    """Resolve env vars from langgraph.json 'env' field or a .env fallback."""
+    """Resolve env vars from langsmith.json 'env' field or a .env fallback."""
     env_field = config_json.get("env")
     # validate_config_file will default env to {}
     if isinstance(env_field, dict) and env_field:
@@ -100,7 +106,7 @@ def _parse_env_from_config(
         env_path = (config_path.parent / env_field).resolve()
         if not env_path.exists():
             click.secho(
-                f"Warning: env file '{env_field}' specified in langgraph.json not found.",
+                f"Warning: env file '{env_field}' specified in langsmith.json not found.",
                 fg="yellow",
             )
             return {}
@@ -151,6 +157,47 @@ def _docker_config_for_token(registry_host: str, token: str):
         yield tmpdir
 
 
+def _resolve_config(
+    ctx: click.Context, param: click.Parameter, value: str | None
+) -> pathlib.Path:
+    """Resolve config path, falling back from langsmith.json to langgraph.json."""
+    if value is not None and value not in (DEFAULT_CONFIG, LEGACY_CONFIG):
+        # User explicitly passed a config path
+        path = pathlib.Path(value).resolve()
+        if not path.exists():
+            raise click.BadParameter(
+                f"Path '{value}' does not exist.", ctx=ctx, param=param
+            )
+        return path
+
+    # Check for default config, then legacy fallback
+    default_path = pathlib.Path(DEFAULT_CONFIG).resolve()
+    if default_path.exists():
+        return default_path
+
+    legacy_path = pathlib.Path(LEGACY_CONFIG).resolve()
+    if legacy_path.exists():
+        click.secho(
+            f"Warning: '{LEGACY_CONFIG}' is deprecated. "
+            f"Rename it to '{DEFAULT_CONFIG}'.",
+            fg="yellow",
+        )
+        return legacy_path
+
+    if value is not None:
+        # User explicitly passed one of the default/legacy names but neither exists
+        raise click.BadParameter(
+            f"Path '{value}' does not exist.", ctx=ctx, param=param
+        )
+
+    raise click.BadParameter(
+        f"No config file found. Expected '{DEFAULT_CONFIG}' "
+        f"(or '{LEGACY_CONFIG}') in the current directory.",
+        ctx=ctx,
+        param=param,
+    )
+
+
 OPT_DOCKER_COMPOSE = click.option(
     "--docker-compose",
     "-d",
@@ -183,7 +230,7 @@ OPT_CONFIG = click.option(
 
     \b
     Example:
-        langgraph up -c langgraph.json
+        langgraph up -c langsmith.json
 
     \b
     Example:
@@ -214,14 +261,16 @@ OPT_CONFIG = click.option(
         }
     }
 
-    Defaults to looking for langgraph.json in the current directory.""",
+    Defaults to looking for langsmith.json in the current directory. Also accepts the legacy langgraph.json.""",
     default=DEFAULT_CONFIG,
+    callback=_resolve_config,
+    is_eager=True,
     type=click.Path(
-        exists=True,
+        exists=False,
         file_okay=True,
         dir_okay=False,
-        resolve_path=True,
-        path_type=pathlib.Path,
+        resolve_path=False,
+        path_type=str,
     ),
 )
 OPT_PORT = click.option(
@@ -287,6 +336,33 @@ OPT_API_VERSION = click.option(
     help="API server version to use for the base image. If unspecified, the latest version will be used.",
 )
 
+OPT_HOST_API_KEY = click.option(
+    "--api-key",
+    envvar="LANGGRAPH_HOST_API_KEY",
+    help=(
+        "API key. Can also be set via LANGGRAPH_HOST_API_KEY, "
+        "LANGSMITH_API_KEY, or LANGCHAIN_API_KEY environment variable or .env file."
+    ),
+)
+
+
+OPT_HOST_DEPLOYMENT_NAME = click.option(
+    "--name",
+    envvar=_DEPLOYMENT_NAME_ENV,
+    help=(
+        "Deployment name. Can also be set via LANGSMITH_DEPLOYMENT_NAME "
+        "environment variable or .env file. Defaults to current directory name "
+        "if --deployment-id is not provided."
+    ),
+)
+
+OPT_HOST_URL = click.option(
+    "--host-url",
+    envvar="LANGGRAPH_HOST_URL",
+    default="https://api.host.langchain.com",
+    hidden=True,
+)
+
 OPT_ENGINE_RUNTIME_MODE = click.option(
     "--engine-runtime-mode",
     type=click.Choice(["combined_queue_worker", "distributed"]),
@@ -295,7 +371,84 @@ OPT_ENGINE_RUNTIME_MODE = click.option(
 )
 
 
-@click.group()
+class NestedHelpGroup(click.Group):
+    """Click group that shows one level of nested subcommands in top-level help."""
+
+    def format_commands(
+        self, ctx: click.Context, formatter: click.HelpFormatter
+    ) -> None:
+        command_entries: list[tuple[str, click.Command]] = []
+
+        def collect_commands(
+            group: click.Group, parent_ctx: click.Context, prefix: str = ""
+        ) -> None:
+            for command_name in group.list_commands(parent_ctx):
+                command = group.get_command(parent_ctx, command_name)
+                if command is None or command.hidden:
+                    continue
+                qualified_name = f"{prefix} {command_name}" if prefix else command_name
+                command_entries.append((qualified_name, command))
+                if isinstance(command, click.Group):
+                    sub_ctx = click.Context(
+                        command,
+                        info_name=qualified_name,
+                        parent=parent_ctx,
+                    )
+                    collect_commands(command, sub_ctx, qualified_name)
+
+        collect_commands(self, ctx)
+
+        # Compute the available width for help text up front so we can truncate
+        # descriptions before handing them to Click. That keeps each command on
+        # a single line instead of allowing wrapped descriptions.
+        command_width = max((len(name) for name, _ in command_entries), default=0)
+        help_width = max(formatter.width - command_width - 6, 10)
+        rows = [
+            (name, command.get_short_help_str(help_width))
+            for name, command in command_entries
+        ]
+
+        if rows:
+            # Render the flattened command list using Click's standard
+            # definition-list formatter so alignment stays consistent with the
+            # rest of the CLI help output.
+            with formatter.section("Commands"):
+                formatter.write_dl(rows)
+
+
+class DeployGroup(NestedHelpGroup):
+    """Group that treats leading '-' args as passthrough docker flags."""
+
+    def parse_args(self, ctx: click.Context, args: list[str]) -> list[str]:
+        """Treat leading option-like subcommand tokens as passthrough args.
+
+        Click stores the unresolved nested command token on the context after
+        ``Group.parse_args()`` runs, but the backing attribute changed across
+        supported Click versions. Click 8.1.x stores the value directly on
+        ``protected_args``, while Click 8.2+ stores it on ``_protected_args``
+        and exposes ``protected_args`` as a deprecated compatibility property.
+        Since this package allows ``click>=8.1.7``, we need to check both
+        names to support the full version range without relying on one
+        version-specific internal detail.
+        """
+        result = super().parse_args(ctx, args)
+        protected_args = ctx.__dict__.get("protected_args")
+        if protected_args is None:
+            protected_args = ctx.__dict__.get("_protected_args", [])
+        if protected_args and protected_args[0].startswith("-"):
+            # Click stores the would-be subcommand in _protected_args; if it looks
+            # like an option (e.g. --build-arg) treat it as passthrough docker
+            # args instead of insisting on a nested command.
+            ctx.args = [*protected_args, *ctx.args]
+            if "protected_args" in ctx.__dict__:
+                ctx.protected_args = []
+            elif "_protected_args" in ctx.__dict__:
+                ctx._protected_args = []
+            return ctx.args
+        return result
+
+
+@click.group(cls=NestedHelpGroup)
 @click.version_option(version=__version__, prog_name="LangGraph CLI")
 def cli():
     pass
@@ -535,7 +688,7 @@ def _build(
 )
 @click.option(
     "--build-command",
-    help="Custom build command to run from the langgraph.json directory. If not provided, uses default build process.",
+    help="Custom build command to run from the langsmith.json directory. If not provided, uses default build process.",
 )
 @click.argument("docker_build_args", nargs=-1, type=click.UNPROCESSED)
 @cli.command(
@@ -593,84 +746,138 @@ def build(
         )
 
 
-@click.option(
-    "--api-key",
-    envvar="LANGGRAPH_HOST_API_KEY",
+def _deploy_base_options(
+    func: Callable | None = None,
+    *,
+    include_docker_args: bool = True,
+    validate_config_path: bool = True,
+):
+    """Apply shared deploy flags.
+
+    The group shares most options but should not consume subcommands, so the
+    docker build args are only attached when requested.
+    """
+
+    def _apply(target: Callable) -> Callable:
+        decorators = [
+            OPT_HOST_API_KEY,
+            OPT_HOST_DEPLOYMENT_NAME,
+            click.option(
+                "--deployment-id",
+                help=(
+                    "ID of an existing deployment to update. If omitted, "
+                    "--name is used to find or create the deployment."
+                ),
+            ),
+            click.option(
+                "--deployment-type",
+                type=click.Choice(["dev", "prod"]),
+                default="dev",
+                show_default=True,
+                help="Deployment type (used when creating a new deployment).",
+            ),
+            click.option(
+                "--no-wait",
+                is_flag=True,
+                default=False,
+                help="Skip waiting for deployment status.",
+            ),
+            OPT_VERBOSE,
+            OPT_HOST_URL,
+            click.option("--image-name", hidden=True),
+            click.option(
+                "--tag",
+                "-t",
+                default="latest",
+                show_default=True,
+                help="Tag to use for the pushed deployment image.",
+            ),
+            click.option(
+                "--config",
+                "-c",
+                default=DEFAULT_CONFIG,
+                hidden=True,
+                **(
+                    {
+                        "callback": _resolve_config,
+                        "is_eager": True,
+                        "type": click.Path(
+                            exists=False,
+                            file_okay=True,
+                            dir_okay=False,
+                            resolve_path=False,
+                            path_type=str,
+                        ),
+                    }
+                    if validate_config_path
+                    else {
+                        "type": click.Path(
+                            exists=False,
+                            file_okay=True,
+                            dir_okay=False,
+                            resolve_path=True,
+                            path_type=pathlib.Path,
+                        ),
+                    }
+                ),
+            ),
+            click.option("--pull/--no-pull", default=True, hidden=True),
+            click.option("--base-image", hidden=True),
+            click.option("--install-command", hidden=True),
+            click.option("--build-command", hidden=True),
+            click.option("--api-version", type=str, hidden=True),
+        ]
+        if include_docker_args:
+            # Only attach build args to the default command; on the group they
+            # would capture subcommand names like `list` before Click resolves
+            # them, making those subcommands unreachable.
+            decorators.append(
+                click.argument("docker_build_args", nargs=-1, type=click.UNPROCESSED)
+            )
+        for decorator in reversed(decorators):
+            target = decorator(target)
+        return target
+
+    return _apply(func) if func is not None else _apply
+
+
+@cli.group(
+    cls=DeployGroup,
     help=(
-        "API key. Can also be set via LANGGRAPH_HOST_API_KEY, "
-        "LANGSMITH_API_KEY, or LANGCHAIN_API_KEY environment variable or .env file."
-    ),
-)
-@click.option(
-    "--name",
-    envvar="LANGSMITH_DEPLOYMENT_NAME",
-    help=(
-        "Deployment name. Can also be set via LANGSMITH_DEPLOYMENT_NAME "
-        "environment variable or .env file. Defaults to current directory name "
-        "if --deployment-id is not provided."
-    ),
-)
-@click.option(
-    "--deployment-id",
-    help=(
-        "ID of an existing deployment to update. If omitted, "
-        "--name is used to find or create the deployment."
-    ),
-)
-@click.option(
-    "--deployment-type",
-    type=click.Choice(["dev", "prod"]),
-    default="dev",
-    show_default=True,
-    help="Deployment type (used when creating a new deployment).",
-)
-@click.option(
-    "--no-wait",
-    is_flag=True,
-    default=False,
-    help="Skip waiting for deployment status.",
-)
-@OPT_VERBOSE
-@click.option(
-    "--host-url",
-    envvar="LANGGRAPH_HOST_URL",
-    default="https://api.host.langchain.com",
-    hidden=True,
-)
-@click.option("--image-name", hidden=True)
-@click.option("--image-tag", default="latest", hidden=True)
-@click.option(
-    "--config",
-    "-c",
-    default=DEFAULT_CONFIG,
-    hidden=True,
-    type=click.Path(
-        exists=True,
-        file_okay=True,
-        dir_okay=False,
-        resolve_path=True,
-        path_type=pathlib.Path,
-    ),
-)
-@click.option("--pull/--no-pull", default=True, hidden=True)
-@click.option("--base-image", hidden=True)
-@click.option("--install-command", hidden=True)
-@click.option("--build-command", hidden=True)
-@click.option("--api-version", type=str, hidden=True)
-@click.argument("docker_build_args", nargs=-1, type=click.UNPROCESSED)
-@cli.command(
-    help=(
-        "[Beta] Build and deploy a LangGraph image to LangSmith Deployments.\n\n"
+        "[Beta] Build and deploy a LangGraph image to LangSmith Deployment.\n\n"
         "This command is in beta and under active development. "
         "Expect frequent updates and improvements.\n\n"
-        "Run from the root of your LangGraph project (where langgraph.json "
+        "Run from the root of your LangGraph project (where langsmith.json "
         "is located). This command also accepts build flags (--base-image, "
-        "--pull, etc.). See 'langgraph build --help' for details."
+        "--config, --pull, etc.). See 'langgraph build --help' for details."
     ),
-    context_settings=dict(ignore_unknown_options=True),
+    context_settings=dict(ignore_unknown_options=True, allow_extra_args=True),
+    invoke_without_command=True,  # allow `deploy` click group to execute without command
 )
+@_deploy_base_options(include_docker_args=False, validate_config_path=False)
+@click.pass_context
 @log_command
-def deploy(
+def deploy(ctx: click.Context, **_: object):
+    # We register deploy as both a group and a command here.
+    # if we detect no subcommand, we run _deploy (basically run langgraph deploy as a top level command)
+    # otherwise, we return None here and click will proceed to actually run the subcommand (list or delete)
+    if ctx.invoked_subcommand is not None:
+        return
+    docker_build_args = tuple(ctx.args)
+    ctx.args = []  # Prevent Click from re-processing passthrough args later.
+    return ctx.forward(_deploy, docker_build_args=docker_build_args)
+
+
+@deploy.group(
+    "revisions", cls=NestedHelpGroup, help="[Beta] Manage deployment revisions."
+)
+def deploy_revisions() -> None:
+    pass
+
+
+@_deploy_base_options()
+@click.command(context_settings=dict(ignore_unknown_options=True))
+def _deploy(
     config: pathlib.Path,
     pull: bool,
     verbose: bool,
@@ -681,7 +888,7 @@ def deploy(
     deployment_type: str,
     name: str | None,
     image_name: str | None,
-    image_tag: str,
+    tag: str,
     base_image: str | None,
     install_command: str | None,
     build_command: str | None,
@@ -698,15 +905,6 @@ def deploy(
 
     env_vars = _parse_env_from_config(config_json, config)
 
-    if not api_key:
-        for key_name in _API_KEY_ENV_NAMES:
-            val = env_vars.get(key_name) or os.environ.get(key_name)
-            if val:
-                api_key = val
-                break
-    if not api_key:
-        api_key = click.prompt("Host API key", hide_input=True)
-
     if not deployment_id and not name:
         name = env_vars.get(_DEPLOYMENT_NAME_ENV)
     if not deployment_id and not name:
@@ -743,55 +941,21 @@ def deploy(
         def log_step(message: str) -> None:
             click.secho(message, fg="cyan")
 
-        client = HostBackendClient(host_url, api_key)
+        client = _create_host_backend_client(host_url, api_key, env_vars=env_vars)
         step = 1
         needs_creation = False
 
         if deployment_id:
             log_step(f"{step}. Using deployment {deployment_id}")
-            try:
-                client.get_deployment(deployment_id)
-            except HostBackendError as err:
-                if (
-                    err.status_code == 403
-                    and "requires workspace specification" in err.message
-                ):
-                    click.secho(
-                        "Your API key is org-scoped and requires a workspace ID.",
-                        fg="yellow",
-                    )
-                    click.secho(
-                        "Find your workspace ID in LangSmith under Settings > Workspaces.",
-                        fg="yellow",
-                    )
-                    tenant_id = click.prompt("Workspace ID")
-                    client = HostBackendClient(host_url, api_key, tenant_id=tenant_id)
-                    client.get_deployment(deployment_id)
-                else:
-                    raise
+            _call_host_backend_with_optional_tenant(
+                client, lambda c: c.get_deployment(deployment_id)
+            )
             step += 1
         else:
             log_step(f"{step}. Looking up deployment '{name}'")
-            try:
-                existing = client.list_deployments(name_contains=name)
-            except HostBackendError as err:
-                if (
-                    err.status_code == 403
-                    and "requires workspace specification" in err.message
-                ):
-                    click.secho(
-                        "Your API key is org-scoped and requires a workspace ID.",
-                        fg="yellow",
-                    )
-                    click.secho(
-                        "Find your workspace ID in LangSmith under Settings > Workspaces.",
-                        fg="yellow",
-                    )
-                    tenant_id = click.prompt("Workspace ID")
-                    client = HostBackendClient(host_url, api_key, tenant_id=tenant_id)
-                    existing = client.list_deployments(name_contains=name)
-                else:
-                    raise
+            existing = _call_host_backend_with_optional_tenant(
+                client, lambda c: c.list_deployments(name_contains=name)
+            )
             found_id = None
             if isinstance(existing, dict):
                 for dep in existing.get("resources", []):
@@ -905,7 +1069,7 @@ def deploy(
             normalized_registry = normalized_registry.split("//", 1)[1]
         repo_seed = image_name or name or config.parent.name
         repo_name = _normalize_image_name(repo_seed)
-        tag_value = _normalize_image_tag(image_tag)
+        tag_value = _normalize_image_tag(tag)
         remote_image = f"{normalized_registry}/{repo_name}:{tag_value}"
 
         registry_host = normalized_registry.split("/")[0]
@@ -1045,11 +1209,180 @@ def deploy(
                 )
             else:
                 click.secho(
-                    "   Check status in the LangSmith Deployments dashboard.",
+                    "   Check status in the LangSmith Deployment dashboard.",
                     fg="yellow",
                 )
 
 
+def _create_host_backend_client(
+    host_url: str | None,
+    api_key: str | None,
+    env_vars: dict[str, str] | None = None,
+) -> HostBackendClient:
+    if env_vars is None:
+        env_vars = _parse_env_from_config({}, pathlib.Path.cwd() / DEFAULT_CONFIG)
+    resolved_api_key = api_key
+    if not resolved_api_key:
+        for key_name in _API_KEY_ENV_NAMES:
+            val = env_vars.get(key_name)
+            if val:
+                resolved_api_key = val
+                break
+            val = os.environ.get(key_name)
+            if val:
+                resolved_api_key = val
+                break
+    if not resolved_api_key:
+        click.secho(
+            "No LangSmith API key found. Create one at Settings > API Keys in LangSmith.",
+            fg="yellow",
+        )
+        resolved_api_key = click.prompt("Enter LangSmith API key", hide_input=True)
+    return HostBackendClient(host_url, resolved_api_key)
+
+
+def _call_host_backend_with_optional_tenant(
+    client: HostBackendClient,
+    operation: Callable[[HostBackendClient], object],
+) -> object:
+    """Run *operation*, prompting for a workspace ID on org-scoped 403s.
+
+    On success the original *client* is returned as-is.  If the user is
+    prompted for a workspace ID, the tenant header is set on *client*
+    in-place so all subsequent calls through the same instance are
+    tenant-aware.
+    """
+    prompted_for_tenant = False
+
+    while True:
+        try:
+            return operation(client)
+        except HostBackendError as err:
+            if (
+                not prompted_for_tenant
+                and err.status_code == 403
+                and "requires workspace specification" in err.message
+            ):
+                click.secho(
+                    "Your API key is org-scoped and requires a workspace ID.",
+                    fg="yellow",
+                )
+                click.secho(
+                    "Find your workspace ID in LangSmith under Settings > Workspaces.",
+                    fg="yellow",
+                )
+                client._client.headers["X-Tenant-ID"] = click.prompt("Workspace ID")
+                prompted_for_tenant = True
+                continue
+            if err.status_code == 403 and "not enabled" in err.message.lower():
+                from urllib.parse import urlparse
+
+                smith_host = "smith.langchain.com"
+                parsed = urlparse(client._base_url)
+                if (parsed.hostname or "").startswith("eu."):
+                    smith_host = "eu.smith.langchain.com"
+                raise HostBackendError(
+                    "LangSmith Deployment is not enabled for this organization. "
+                    f"Enable it at https://{smith_host}/host/deployments"
+                    " (ensure this matches the organization for your API key).",
+                    status_code=403,
+                ) from None
+            raise
+
+
+@OPT_HOST_API_KEY
+@OPT_HOST_URL
+@click.option(
+    "--name-contains",
+    default="",
+    help="Only show deployments whose names contain this value.",
+)
+@deploy.command("list", help="[Beta] List LangSmith Deployments.")
+def deploy_list(api_key: str | None, host_url: str | None, name_contains: str) -> None:
+    client = _create_host_backend_client(host_url, api_key)
+    response = _call_host_backend_with_optional_tenant(
+        client,
+        lambda c: c.list_deployments(name_contains=name_contains),
+    )
+    resources = response.get("resources", []) if isinstance(response, dict) else []
+    deployments = [item for item in resources if isinstance(item, dict)]
+    if not deployments:
+        click.echo("No deployments found.")
+        return
+    click.echo(format_deployments_table(deployments))
+
+
+@OPT_HOST_API_KEY
+@OPT_HOST_URL
+@click.option(
+    "--limit",
+    type=int,
+    default=10,
+    show_default=True,
+    help="Maximum number of revisions to return.",
+)
+@click.argument("deployment_id")
+@deploy_revisions.command(
+    "list",
+    help=(
+        "[Beta] List revisions for a LangSmith Deployment.\n\n"
+        "Use the `deploy list` command to list deployment IDs."
+    ),
+)
+def deploy_revisions_list(
+    api_key: str | None, host_url: str | None, limit: int, deployment_id: str
+) -> None:
+    client = _create_host_backend_client(host_url, api_key)
+    response = _call_host_backend_with_optional_tenant(
+        client,
+        lambda c: c.list_revisions(deployment_id, limit=limit),
+    )
+    resources = response.get("resources", []) if isinstance(response, dict) else []
+    revisions = [item for item in resources if isinstance(item, dict)]
+    if not revisions:
+        click.echo(f"No revisions found for deployment {deployment_id}.")
+        return
+    click.echo(format_revisions_table(revisions))
+
+
+@OPT_HOST_API_KEY
+@OPT_HOST_URL
+@click.option(
+    "--force",
+    is_flag=True,
+    default=False,
+    help="Delete without prompting for confirmation.",
+)
+@click.argument("deployment_id")
+@deploy.command(
+    "delete",
+    help=(
+        "[Beta] Delete a LangSmith Deployment.\n\n"
+        "Use the `deploy list` command to list deployment IDs."
+    ),
+)
+def deploy_delete(
+    api_key: str | None, host_url: str | None, force: bool, deployment_id: str
+) -> None:
+    if not force:
+        response = click.prompt(
+            click.style(
+                f"Are you sure you want to delete deployment ID {deployment_id}? (Y/n)",
+                fg="yellow",
+            ),
+            default="Y",
+            show_default=False,
+        )
+        if response.strip().lower() not in {"y", "yes"}:
+            raise click.Abort()
+    client = _create_host_backend_client(host_url, api_key)
+    _call_host_backend_with_optional_tenant(
+        client,
+        lambda c: c.delete_deployment(deployment_id),
+    )
+    click.secho(f"Deleted deployment {deployment_id}.", fg="green")
+
+
 def _normalize_image_name(value: str | None) -> str:
     """Sanitize a deployment/directory name into a valid Docker repository name.
 
@@ -1076,6 +1409,180 @@ def _normalize_image_tag(value: str) -> str:
     return value
 
 
+@OPT_HOST_API_KEY
+@OPT_HOST_DEPLOYMENT_NAME
+@click.option(
+    "--deployment-id",
+    help="Deployment ID. If omitted, --name is used to find the deployment.",
+)
+@click.option(
+    "--type",
+    "log_type",
+    type=click.Choice(["deploy", "build"]),
+    default="deploy",
+    show_default=True,
+    help=(
+        "Log stream to fetch: 'deploy' shows agent server runtime logs; "
+        "'build' shows build logs (for deployments built remotely)."
+    ),
+)
+@click.option(
+    "--revision-id",
+    help="Specific revision ID. For build logs, defaults to latest revision.",
+)
+@click.option(
+    "--level",
+    type=click.Choice(
+        ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"], case_sensitive=False
+    ),
+    help="Filter by log level.",
+)
+@click.option(
+    "--limit",
+    type=int,
+    default=100,
+    show_default=True,
+    help="Max log entries to fetch.",
+)
+@click.option(
+    "--query",
+    "-q",
+    help="Search string filter.",
+)
+@click.option(
+    "--start-time",
+    help="ISO8601 start time (e.g. 2026-03-08T00:00:00Z).",
+)
+@click.option(
+    "--end-time",
+    help="ISO8601 end time. (e.g. 2026-03-08T00:00:00Z)",
+)
+@click.option(
+    "--follow",
+    "-f",
+    is_flag=True,
+    default=False,
+    help="Continuously poll for new logs.",
+)
+@OPT_HOST_URL
+@deploy.command(
+    "logs",
+    help=(
+        "[Beta] Fetch LangSmith Deployment logs. Use 'deploy' for agent runtime "
+        "logs, or 'build' for remote build logs."
+    ),
+)
+@log_command
+def deploy_logs(
+    api_key: str | None,
+    name: str | None,
+    deployment_id: str | None,
+    log_type: str,
+    revision_id: str | None,
+    level: str | None,
+    limit: int,
+    query: str | None,
+    start_time: str | None,
+    end_time: str | None,
+    follow: bool,
+    host_url: str,
+):
+    env_vars = _parse_env_from_config({}, pathlib.Path.cwd() / DEFAULT_CONFIG)
+    client = _create_host_backend_client(host_url, api_key, env_vars=env_vars)
+    if not deployment_id and not name:
+        name = env_vars.get(_DEPLOYMENT_NAME_ENV)
+    dep_id = _call_host_backend_with_optional_tenant(
+        client, lambda c: resolve_deployment_id(c, deployment_id, name)
+    )
+
+    if log_type == "build" and not revision_id:
+        revisions_resp = client.list_revisions(dep_id, limit=1)
+        resources = (
+            revisions_resp.get("resources", [])
+            if isinstance(revisions_resp, dict)
+            else []
+        )
+        if not resources:
+            raise click.ClickException(
+                "No revisions found for this deployment. Cannot fetch build logs."
+            )
+        revision_id = str(resources[0]["id"])
+        click.secho(f"Using latest revision: {revision_id}", fg="cyan")
+
+    payload: dict = {"limit": limit, "order": "desc"}
+    if level:
+        payload["level"] = level.upper()
+    if query:
+        payload["query"] = query
+    if start_time:
+        payload["start_time"] = start_time
+    if end_time:
+        payload["end_time"] = end_time
+
+    def _fetch(request_payload: dict) -> list[dict]:
+        if log_type == "build":
+            resp = client.get_build_logs(dep_id, revision_id, request_payload)
+        else:
+            resp = client.get_deploy_logs(dep_id, request_payload, revision_id)
+
+        if isinstance(resp, dict):
+            return resp.get("logs", [])
+        return []
+
+    def _print_entries(entries: list[dict], *, reverse: bool = False) -> None:
+        iterable = reversed(entries) if reverse else entries
+        for entry in iterable:
+            line = format_log_entry(entry)
+            fg = level_fg(entry.get("level", ""))
+            click.secho(line, fg=fg)
+
+    def _fetch_and_print(request_payload: dict, *, reverse: bool = False) -> list[dict]:
+        entries = _fetch(request_payload)
+        _print_entries(entries, reverse=reverse)
+        return entries
+
+    def _fetch_and_print_new(request_payload: dict, seen_ids: set[str]) -> list[dict]:
+        entries = _fetch(request_payload)
+        new = [e for e in entries if e.get("id", "") not in seen_ids]
+        if new:
+            _print_entries(new)
+            seen_ids.update(e.get("id", "") for e in new)
+        return new
+
+    # initial log fetch will be newest -> oldest, so we need to reverse
+    entries = _fetch_and_print(payload, reverse=True)
+
+    if not follow:
+        if not entries:
+            click.secho("No log entries found.", fg="yellow")
+        return
+
+    payload["order"] = "asc"
+    seen_ids: set[str] = {e.get("id", "") for e in entries if e.get("id")}
+
+    def _update_start_time(ts) -> None:
+        if ts is None:
+            return
+        if isinstance(ts, (int, float)):
+            dt = datetime.fromtimestamp(ts / 1000, tz=timezone.utc)
+            payload["start_time"] = dt.isoformat()
+        else:
+            payload["start_time"] = str(ts)
+
+    if entries:
+        # entries are in descending order here, so index 0 is the newest log
+        _update_start_time(entries[0].get("timestamp"))
+
+    try:
+        while True:
+            time.sleep(2)
+            new_entries = _fetch_and_print_new(payload, seen_ids)
+            if new_entries:
+                _update_start_time(new_entries[-1].get("timestamp"))
+    except KeyboardInterrupt:
+        click.echo("\nStopped.")
+
+
 def _get_docker_ignore_content() -> str:
     """Return the content of a .dockerignore file.
 
@@ -1279,9 +1786,12 @@ def dockerfile(
 )
 @click.option(
     "--config",
-    type=click.Path(exists=True),
-    default="langgraph.json",
-    help="Path to configuration file declaring dependencies, graphs and environment variables",
+    type=click.Path(exists=False),
+    default=DEFAULT_CONFIG,
+    callback=_resolve_config,
+    is_eager=True,
+    help="Path to configuration file declaring dependencies, graphs and environment variables. "
+    "Defaults to looking for langsmith.json in the current directory. Also accepts the legacy langgraph.json.",
 )
 @click.option(
     "--n-jobs-per-worker",

libs/cli/langgraph_cli/config.py

@@ -550,7 +550,7 @@ def _update_graph_paths(
     the host system is Windows).
 
     Args:
-        config_path: The path to the config file (e.g. `langgraph.json`).
+        config_path: The path to the config file (e.g. `langsmith.json`).
         config: The validated configuration dictionary.
         local_deps: An object containing references to local dependencies:
             - real Python packages (with a `pyproject.toml` or `setup.py`)
@@ -1280,7 +1280,7 @@ def docker_tag(
 
 
 def _calculate_relative_workdir(config_path: pathlib.Path, build_context: str) -> str:
-    """Calculate the relative path from build context to langgraph.json directory."""
+    """Calculate the relative path from build context to langsmith.json directory."""
     config_dir = config_path.parent.resolve()
     build_context_path = pathlib.Path(build_context).resolve()
 
@@ -1290,7 +1290,7 @@ def _calculate_relative_workdir(config_path: pathlib.Path, build_context: str) -
     except ValueError as _:
         raise ValueError(
             f"Configuration file {config_path} is not under the build context {build_context}. "
-            f"Please run the command from a directory that contains your langgraph.json file, "
+            f"Please run the command from a directory that contains your langsmith.json file, "
         ) from None
 
 

libs/cli/langgraph_cli/constants.py

@@ -1,4 +1,5 @@
-DEFAULT_CONFIG = "langgraph.json"
+DEFAULT_CONFIG = "langsmith.json"
+LEGACY_CONFIG = "langgraph.json"
 DEFAULT_PORT = 8123
 
 # analytics

libs/cli/langgraph_cli/helpers.py

@@ -0,0 +1,59 @@
+"""Helpers for the ``langgraph logs`` CLI command."""
+
+from __future__ import annotations
+
+from datetime import datetime, timezone
+
+import click
+
+from langgraph_cli.host_backend import HostBackendClient
+
+
+def resolve_deployment_id(
+    client: HostBackendClient,
+    deployment_id: str | None,
+    name: str | None,
+) -> str:
+    """Resolve a deployment ID from --deployment-id or --name."""
+    if deployment_id:
+        return deployment_id
+    if not name:
+        raise click.UsageError("Either --deployment-id or --name is required.")
+    existing = client.list_deployments(name_contains=name)
+    if isinstance(existing, dict):
+        for dep in existing.get("resources", []):
+            if isinstance(dep, dict) and dep.get("name") == name:
+                found_id = dep.get("id")
+                if found_id:
+                    return str(found_id)
+    raise click.ClickException(f"Deployment '{name}' not found.")
+
+
+def format_timestamp(ts) -> str:
+    """Convert a timestamp (epoch ms or string) to a readable string."""
+    if isinstance(ts, (int, float)):
+        dt = datetime.fromtimestamp(ts / 1000, tz=timezone.utc)
+        return dt.strftime("%Y-%m-%d %H:%M:%S")
+    return str(ts) if ts else ""
+
+
+def format_log_entry(entry: dict) -> str:
+    """Format a single log entry for display."""
+    ts = format_timestamp(entry.get("timestamp", ""))
+    level = entry.get("level", "")
+    message = entry.get("message", "")
+    if ts and level:
+        return f"[{ts}] [{level}] {message}"
+    elif ts:
+        return f"[{ts}] {message}"
+    return message
+
+
+def level_fg(level: str) -> str | None:
+    """Return click color for a log level."""
+    level_upper = level.upper() if level else ""
+    if level_upper in {"ERROR", "CRITICAL"}:
+        return "red"
+    if level_upper == "WARNING":
+        return "yellow"
+    return None

libs/cli/langgraph_cli/host_backend.py

@@ -19,7 +19,12 @@ class HostBackendError(click.ClickException):
 class HostBackendClient:
     """Minimal JSON HTTP client for the host backend deployment service."""
 
-    def __init__(self, base_url: str, api_key: str, tenant_id: str | None = None):
+    def __init__(
+        self,
+        base_url: str,
+        api_key: str,
+        tenant_id: str | None = None,
+    ):
         if not base_url:
             raise click.UsageError("Host backend URL is required")
         transport = httpx.HTTPTransport(retries=3)
@@ -30,7 +35,6 @@ class HostBackendClient:
         if tenant_id:
             headers["X-Tenant-ID"] = tenant_id
         self._base_url = base_url.rstrip("/")
-        self._api_key = api_key
         self._client = httpx.Client(
             base_url=self._base_url,
             headers=headers,
@@ -39,10 +43,14 @@ class HostBackendClient:
         )
 
     def _request(
-        self, method: str, path: str, payload: dict[str, Any] | None = None
+        self,
+        method: str,
+        path: str,
+        payload: dict[str, Any] | None = None,
+        params: dict[str, Any] | None = None,
     ) -> Any:
         try:
-            resp = self._client.request(method, path, json=payload)
+            resp = self._client.request(method, path, json=payload, params=params)
             resp.raise_for_status()
         except httpx.HTTPStatusError as err:
             detail = err.response.text or str(err.response.status_code)
@@ -65,12 +73,19 @@ class HostBackendClient:
     def create_deployment(self, payload: dict[str, Any]) -> dict[str, Any]:
         return self._request("POST", "/v2/deployments", payload)
 
-    def list_deployments(self, name_contains: str) -> dict[str, Any]:
-        return self._request("GET", f"/v2/deployments?name_contains={name_contains}")
+    def list_deployments(self, name_contains: str = "") -> dict[str, Any]:
+        return self._request(
+            "GET",
+            "/v2/deployments",
+            params={"name_contains": name_contains},
+        )
 
     def get_deployment(self, deployment_id: str) -> dict[str, Any]:
         return self._request("GET", f"/v2/deployments/{deployment_id}")
 
+    def delete_deployment(self, deployment_id: str) -> None:
+        return self._request("DELETE", f"/v2/deployments/{deployment_id}")
+
     def request_push_token(self, deployment_id: str) -> dict[str, Any]:
         return self._request(
             "POST",
@@ -105,3 +120,24 @@ class HostBackendClient:
             "GET",
             f"/v2/deployments/{deployment_id}/revisions/{revision_id}",
         )
+
+    def get_build_logs(
+        self, project_id: str, revision_id: str, payload: dict[str, Any]
+    ) -> Any:
+        return self._request(
+            "POST",
+            f"/v1/projects/{project_id}/revisions/{revision_id}/build_logs",
+            payload,
+        )
+
+    def get_deploy_logs(
+        self,
+        project_id: str,
+        payload: dict[str, Any],
+        revision_id: str | None = None,
+    ) -> Any:
+        if revision_id:
+            path = f"/v1/projects/{project_id}/revisions/{revision_id}/deploy_logs"
+        else:
+            path = f"/v1/projects/{project_id}/deploy_logs"
+        return self._request("POST", path, payload)

libs/cli/langgraph_cli/templates.py

@@ -8,31 +8,20 @@ from zipfile import ZipFile
 import click
 
 TEMPLATES: dict[str, dict[str, str]] = {
+    "Deep Agent": {
+        "description": "An opinionated deployment template for a Deep Agent.",
+        "python": "https://github.com/langchain-ai/deep-agent-template/archive/refs/heads/main.zip",
+        "js": "https://github.com/langchain-ai/deep-agent-template-js/archive/refs/heads/main.zip",
+    },
+    "Agent": {
+        "description": "A simple agent that can be flexibly extended to many tools.",
+        "python": "https://github.com/langchain-ai/simple-agent-template/archive/refs/heads/main.zip",
+    },
     "New LangGraph Project": {
         "description": "A simple, minimal chatbot with memory.",
         "python": "https://github.com/langchain-ai/new-langgraph-project/archive/refs/heads/main.zip",
         "js": "https://github.com/langchain-ai/new-langgraphjs-project/archive/refs/heads/main.zip",
     },
-    "ReAct Agent": {
-        "description": "A simple agent that can be flexibly extended to many tools.",
-        "python": "https://github.com/langchain-ai/react-agent/archive/refs/heads/main.zip",
-        "js": "https://github.com/langchain-ai/react-agent-js/archive/refs/heads/main.zip",
-    },
-    "Memory Agent": {
-        "description": "A ReAct-style agent with an additional tool to store memories for use across conversational threads.",
-        "python": "https://github.com/langchain-ai/memory-agent/archive/refs/heads/main.zip",
-        "js": "https://github.com/langchain-ai/memory-agent-js/archive/refs/heads/main.zip",
-    },
-    "Retrieval Agent": {
-        "description": "An agent that includes a retrieval-based question-answering system.",
-        "python": "https://github.com/langchain-ai/retrieval-agent-template/archive/refs/heads/main.zip",
-        "js": "https://github.com/langchain-ai/retrieval-agent-template-js/archive/refs/heads/main.zip",
-    },
-    "Data-enrichment Agent": {
-        "description": "An agent that performs web searches and organizes its findings into a structured format.",
-        "python": "https://github.com/langchain-ai/data-enrichment/archive/refs/heads/main.zip",
-        "js": "https://github.com/langchain-ai/data-enrichment-js/archive/refs/heads/main.zip",
-    },
 }
 
 # Generate TEMPLATE_IDS programmatically
@@ -78,19 +67,25 @@ def _choose_template() -> str:
         click.secho("❌ Invalid choice. Please try again.", fg="red")
         return _choose_template()
 
-    # Prompt the user to choose between Python or JS/TS version
+    template_info = TEMPLATES[selected_template]
+    available_langs = [lang for lang in ("python", "js") if lang in template_info]
+
     click.secho(
-        f"\nYou selected: {selected_template} - {TEMPLATES[selected_template]['description']}",
+        f"\nYou selected: {selected_template} - {template_info['description']}",
         fg="green",
     )
+
+    if len(available_langs) == 1:
+        return template_info[available_langs[0]]
+
     version_choice: int = click.prompt(
         "Choose language (1 for Python 🐍, 2 for JS/TS 🌐)", type=int
     )
 
     if version_choice == 1:
-        return TEMPLATES[selected_template]["python"]
+        return template_info["python"]
     elif version_choice == 2:
-        return TEMPLATES[selected_template]["js"]
+        return template_info["js"]
     else:
         click.secho("❌ Invalid choice. Please try again.", fg="red")
         return _choose_template()
@@ -130,37 +125,6 @@ def _download_repo_with_requests(repo_url: str, path: str) -> None:
         sys.exit(1)
 
 
-def _get_template_url(template_name: str) -> str | None:
-    """
-    Retrieves the template URL based on the provided template name.
-
-    Args:
-        template_name: The name of the template.
-
-    Returns:
-        Optional[str]: The URL of the template if found, else None.
-    """
-    if template_name in TEMPLATES:
-        click.secho(f"Template selected: {template_name}", fg="green")
-        version_choice: int = click.prompt(
-            "Choose version (1 for Python 🐍, 2 for JS/TS 🌐)", type=int
-        )
-
-        if version_choice == 1:
-            return TEMPLATES[template_name]["python"]
-        elif version_choice == 2:
-            return TEMPLATES[template_name]["js"]
-        else:
-            click.secho("❌ Invalid choice. Please try again.", fg="red")
-            return None
-    else:
-        click.secho(
-            f"Template '{template_name}' not found. Please select from the available options.",
-            fg="red",
-        )
-        return None
-
-
 def create_new(path: str | None, template: str | None) -> None:
     """Create a new LangGraph project at the specified PATH using the chosen TEMPLATE.
 

libs/cli/langgraph_cli/util.py

@@ -1,3 +1,5 @@
+from collections.abc import Sequence
+
 import click
 
 
@@ -19,7 +21,71 @@ def warn_non_wolfi_distro(config_json: dict) -> None:
             fg="yellow",
         )
         click.secho(
-            '   To switch, add \'"image_distro": "wolfi"\' to your langgraph.json config file.',
+            '   To switch, add \'"image_distro": "wolfi"\' to your langsmith.json config file.',
             fg="yellow",
         )
         click.secho("")  # Empty line for better readability
+
+
+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 "-"
+
+
+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))
+    ]
+
+    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 "-"),
+            )
+        )
+
+    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)

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

@@ -9,6 +9,7 @@ from pathlib import Path
 
 from click.testing import CliRunner
 
+import langgraph_cli.cli as cli_module
 from langgraph_cli.cli import cli, prepare_args_and_stdin
 from langgraph_cli.config import Config, _get_pip_cleanup_lines, validate_config
 from langgraph_cli.docker import DEFAULT_POSTGRES_URI, DockerCapabilities, Version
@@ -49,7 +50,7 @@ def temporary_config_folder(config_content: dict, levels: int = 0):
 
 def test_prepare_args_and_stdin() -> None:
     # this basically serves as an end-to-end test for using config and docker helpers
-    config_path = pathlib.Path(__file__).parent / "langgraph.json"
+    config_path = pathlib.Path(__file__).parent / "langsmith.json"
     config = validate_config(
         Config(dependencies=[".", "../../.."], graphs={"agent": "agent.py:graph"})
     )
@@ -158,7 +159,7 @@ services:
         
         develop:
             watch:
-                - path: langgraph.json
+                - path: langsmith.json
                   action: rebuild
                 - path: .
                   action: rebuild
@@ -171,7 +172,7 @@ services:
 
 def test_prepare_args_and_stdin_with_image() -> None:
     # this basically serves as an end-to-end test for using config and docker helpers
-    config_path = pathlib.Path(__file__).parent / "langgraph.json"
+    config_path = pathlib.Path(__file__).parent / "langsmith.json"
     config = validate_config(
         Config(dependencies=[".", "../../.."], graphs={"agent": "agent.py:graph"})
     )
@@ -262,7 +263,7 @@ services:
         
         develop:
             watch:
-                - path: langgraph.json
+                - path: langsmith.json
                   action: rebuild
                 - path: .
                   action: rebuild
@@ -287,6 +288,374 @@ def test_version_option() -> None:
     )
 
 
+def test_top_level_help_shows_deploy_subcommands() -> None:
+    runner = CliRunner()
+
+    result = runner.invoke(cli, ["--help"])
+
+    assert result.exit_code == 0, result.output
+    assert "deploy" in result.output
+    assert "deploy list" in result.output
+    assert "deploy delete" in result.output
+    assert "deploy revisions" in result.output
+    assert "deploy revisions list" in result.output
+    assert "[Beta] List LangSmith Deployments." in result.output
+
+
+def test_top_level_help_truncates_command_descriptions_to_single_line() -> None:
+    runner = CliRunner()
+
+    result = runner.invoke(cli, ["--help"])
+
+    assert result.exit_code == 0, result.output
+    lines = result.output.splitlines()
+    deploy_line = next(line for line in lines if line.strip().startswith("deploy"))
+    deploy_list_line = next(
+        line for line in lines if line.strip().startswith("deploy list")
+    )
+
+    assert not lines[lines.index(deploy_line) + 1].startswith("               ")
+    assert "..." in deploy_line
+    assert "[Beta] List LangSmith Deployments." in deploy_list_line
+
+
+def test_deploy_list_command(monkeypatch) -> None:
+    runner = CliRunner()
+    captured: dict[str, str] = {}
+
+    class FakeClient:
+        def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
+            captured["host_url"] = host_url
+            captured["api_key"] = api_key
+            captured["tenant_id"] = tenant_id or ""
+
+        def list_deployments(self, name_contains: str = ""):
+            captured["name_contains"] = name_contains
+            return {
+                "resources": [
+                    {
+                        "id": "dep-123",
+                        "name": "alpha",
+                        "source_config": {"custom_url": "https://alpha.example.com"},
+                    },
+                    {
+                        "id": "dep-456",
+                        "name": "beta",
+                        "source_config": {"custom_url": "https://beta.example.com"},
+                    },
+                ]
+            }
+
+    monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
+
+    result = runner.invoke(
+        cli,
+        [
+            "deploy",
+            "list",
+            "--api-key",
+            "test-key",
+            "--host-url",
+            "https://api.example.com",
+            "--name-contains",
+            "alp",
+        ],
+    )
+
+    assert result.exit_code == 0, result.output
+    assert captured == {
+        "host_url": "https://api.example.com",
+        "api_key": "test-key",
+        "tenant_id": "",
+        "name_contains": "alp",
+    }
+    assert "Deployment ID" in result.output
+    assert "Deployment Name" in result.output
+    assert "Deployment URL" in result.output
+    assert "dep-123" in result.output
+    assert "https://beta.example.com" in result.output
+
+
+def test_deploy_list_command_no_results(monkeypatch) -> None:
+    runner = CliRunner()
+
+    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 {"resources": []}
+
+    monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
+
+    result = runner.invoke(
+        cli,
+        [
+            "deploy",
+            "list",
+            "--api-key",
+            "test-key",
+            "--host-url",
+            "https://api.example.com",
+        ],
+    )
+
+    assert result.exit_code == 0, result.output
+    assert result.output.strip() == "No deployments found."
+
+
+def test_deploy_revisions_list_command(monkeypatch) -> None:
+    runner = CliRunner()
+    captured: dict[str, str] = {}
+
+    class FakeClient:
+        def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
+            captured["host_url"] = host_url
+            captured["api_key"] = api_key
+            captured["tenant_id"] = tenant_id or ""
+
+        def list_revisions(self, deployment_id: str, limit: int = 1):
+            captured["deployment_id"] = deployment_id
+            captured["limit"] = str(limit)
+            return {
+                "resources": [
+                    {
+                        "id": "rev-123",
+                        "status": "CREATING",
+                        "created_at": "2023-11-07T05:31:56Z",
+                    },
+                    {
+                        "id": "rev-456",
+                        "status": "DEPLOYED",
+                        "created_at": "2023-11-08T10:00:00Z",
+                    },
+                ]
+            }
+
+    monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
+
+    result = runner.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 captured == {
+        "host_url": "https://api.example.com",
+        "api_key": "test-key",
+        "tenant_id": "",
+        "deployment_id": "dep-123",
+        "limit": "10",
+    }
+    assert "Revision ID" in result.output
+    assert "Status" in result.output
+    assert "Created At" in result.output
+    assert "rev-123" in result.output
+    assert "2023-11-08T10:00:00Z" in result.output
+
+
+def test_deploy_revisions_list_command_no_results(monkeypatch) -> None:
+    runner = CliRunner()
+
+    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 {"resources": []}
+
+    monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
+
+    result = runner.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.strip() == "No revisions found for deployment dep-123."
+
+
+def test_deploy_revisions_list_command_with_explicit_limit(monkeypatch) -> None:
+    runner = CliRunner()
+    captured: dict[str, str] = {}
+
+    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):
+            captured["deployment_id"] = deployment_id
+            captured["limit"] = str(limit)
+            return {"resources": []}
+
+    monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
+
+    result = runner.invoke(
+        cli,
+        [
+            "deploy",
+            "revisions",
+            "list",
+            "--api-key",
+            "test-key",
+            "--host-url",
+            "https://api.example.com",
+            "--limit",
+            "25",
+            "dep-123",
+        ],
+    )
+
+    assert result.exit_code == 0, result.output
+    assert captured == {"deployment_id": "dep-123", "limit": "25"}
+    assert result.output.strip() == "No revisions found for deployment dep-123."
+
+
+def test_deploy_revisions_list_missing_deployment_id_shows_usage() -> None:
+    runner = CliRunner()
+
+    result = runner.invoke(cli, ["deploy", "revisions", "list"])
+
+    assert result.exit_code == 2, result.output
+    assert "Missing argument 'DEPLOYMENT_ID'" in result.output
+
+
+def test_deploy_delete_command(monkeypatch) -> None:
+    runner = CliRunner()
+    captured: dict[str, str] = {}
+
+    class FakeClient:
+        def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
+            captured["host_url"] = host_url
+            captured["api_key"] = api_key
+            captured["tenant_id"] = tenant_id or ""
+
+        def delete_deployment(self, deployment_id: str):
+            captured["deployment_id"] = deployment_id
+            return None
+
+    monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
+
+    result = runner.invoke(
+        cli,
+        [
+            "deploy",
+            "delete",
+            "--api-key",
+            "test-key",
+            "--host-url",
+            "https://api.example.com",
+            "dep-123",
+        ],
+        input="y\n",
+    )
+
+    assert result.exit_code == 0, result.output
+    assert captured == {
+        "host_url": "https://api.example.com",
+        "api_key": "test-key",
+        "tenant_id": "",
+        "deployment_id": "dep-123",
+    }
+    assert (
+        "Are you sure you want to delete deployment ID dep-123? (Y/n):" in result.output
+    )
+    assert result.output.strip().endswith("Deleted deployment dep-123.")
+
+
+def test_deploy_delete_command_cancelled(monkeypatch) -> None:
+    runner = CliRunner()
+    deleted = False
+
+    class FakeClient:
+        def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
+            pass
+
+        def delete_deployment(self, deployment_id: str):
+            nonlocal deleted
+            deleted = True
+            return None
+
+    monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
+
+    result = runner.invoke(
+        cli,
+        [
+            "deploy",
+            "delete",
+            "--api-key",
+            "test-key",
+            "--host-url",
+            "https://api.example.com",
+            "dep-123",
+        ],
+        input="n\n",
+    )
+
+    assert result.exit_code == 1, result.output
+    assert not deleted
+    assert "Aborted!" in result.output
+
+
+def test_deploy_delete_command_force(monkeypatch) -> None:
+    runner = CliRunner()
+    captured: dict[str, str] = {}
+
+    class FakeClient:
+        def __init__(self, host_url: str, api_key: str, tenant_id: str | None = None):
+            captured["host_url"] = host_url
+            captured["api_key"] = api_key
+            captured["tenant_id"] = tenant_id or ""
+
+        def delete_deployment(self, deployment_id: str):
+            captured["deployment_id"] = deployment_id
+            return None
+
+    monkeypatch.setattr(cli_module, "HostBackendClient", FakeClient)
+
+    result = runner.invoke(
+        cli,
+        [
+            "deploy",
+            "delete",
+            "--force",
+            "--api-key",
+            "test-key",
+            "--host-url",
+            "https://api.example.com",
+            "dep-123",
+        ],
+    )
+
+    assert result.exit_code == 0, result.output
+    assert "Are you sure you want to delete deployment ID dep-123?" not in result.output
+    assert captured == {
+        "host_url": "https://api.example.com",
+        "api_key": "test-key",
+        "tenant_id": "",
+        "deployment_id": "dep-123",
+    }
+    assert result.output.strip() == "Deleted deployment dep-123."
+
+
 def test_dockerfile_command_basic() -> None:
     """Test the 'dockerfile' command with basic configuration."""
     runner = CliRunner()
@@ -767,7 +1136,7 @@ def test_build_command_with_api_version_and_base_image() -> None:
 
 def test_prepare_args_and_stdin_with_api_version() -> None:
     """Test prepare_args_and_stdin function with api_version parameter."""
-    config_path = pathlib.Path(__file__).parent / "langgraph.json"
+    config_path = pathlib.Path(__file__).parent / "langsmith.json"
     config = validate_config(
         Config(dependencies=["."], graphs={"agent": "agent.py:graph"})
     )
@@ -800,7 +1169,7 @@ def test_prepare_args_and_stdin_with_api_version() -> None:
 
 def test_prepare_args_and_stdin_with_api_version_and_image() -> None:
     """Test prepare_args_and_stdin function with both api_version and image parameters."""
-    config_path = pathlib.Path(__file__).parent / "langgraph.json"
+    config_path = pathlib.Path(__file__).parent / "langsmith.json"
     config = validate_config(
         Config(dependencies=["."], graphs={"agent": "agent.py:graph"})
     )
@@ -929,7 +1298,7 @@ def test_dockerfile_command_distributed_with_explicit_base_image() -> None:
 
 def test_prepare_args_and_stdin_distributed_mode() -> None:
     """Test prepare_args_and_stdin with distributed mode includes all services."""
-    config_path = pathlib.Path(__file__).parent / "langgraph.json"
+    config_path = pathlib.Path(__file__).parent / "langsmith.json"
     config = validate_config(
         Config(dependencies=["."], graphs={"agent": "agent.py:graph"})
     )

libs/cli/tests/unit_tests/test_config.py

@@ -309,7 +309,7 @@ def test_validate_config_file():
     with tempfile.TemporaryDirectory() as tmpdir:
         tmpdir_path = pathlib.Path(tmpdir)
 
-        config_path = tmpdir_path / "langgraph.json"
+        config_path = tmpdir_path / "langsmith.json"
 
         node_config = {"node_version": "20", "graphs": {"agent": "./agent.js:graph"}}
         with open(config_path, "w") as f:
@@ -1784,7 +1784,9 @@ def test_config_to_compose_distributed_mode():
     # Executor service is present with correct base image
     assert "langgraph-executor:" in actual_compose_stdin
     assert "FROM langchain/langgraph-executor:3.11" in actual_compose_stdin
-    assert 'entrypoint: ["sh", "/storage/executor_entrypoint.sh"]' in actual_compose_stdin
+    assert (
+        'entrypoint: ["sh", "/storage/executor_entrypoint.sh"]' in actual_compose_stdin
+    )
 
     # Executor has required environment variables
     assert "EXECUTOR_GRPC_PORT:" in actual_compose_stdin

libs/cli/tests/unit_tests/test_deploy_helpers.py

@@ -3,14 +3,17 @@ import json
 import os
 
 import click
+import httpx
 import pytest
 
 from langgraph_cli.cli import (
+    _call_host_backend_with_optional_tenant,
     _docker_config_for_token,
     _normalize_image_name,
     _normalize_image_tag,
     _parse_env_from_config,
 )
+from langgraph_cli.host_backend import HostBackendClient, HostBackendError
 
 
 class TestDockerConfigForToken:
@@ -82,7 +85,7 @@ class TestNormalizeImageTag:
 
 class TestParseEnvFromConfig:
     def test_env_dict(self, tmp_path):
-        config_path = tmp_path / "langgraph.json"
+        config_path = tmp_path / "langsmith.json"
         config_path.touch()
         result = _parse_env_from_config({"env": {"FOO": "bar", "NUM": 42}}, config_path)
         assert result == {"FOO": "bar", "NUM": "42"}
@@ -90,7 +93,7 @@ class TestParseEnvFromConfig:
     def test_env_string_dotenv_file(self, tmp_path):
         env_file = tmp_path / "my.env"
         env_file.write_text("KEY1=val1\nKEY2=val2\n")
-        config_path = tmp_path / "langgraph.json"
+        config_path = tmp_path / "langsmith.json"
         config_path.touch()
         result = _parse_env_from_config({"env": "my.env"}, config_path)
         assert result == {"KEY1": "val1", "KEY2": "val2"}
@@ -99,7 +102,7 @@ class TestParseEnvFromConfig:
         env_file = tmp_path / ".env"
         env_file.write_text("DEFAULT_KEY=default_val\n")
         monkeypatch.chdir(tmp_path)
-        config_path = tmp_path / "langgraph.json"
+        config_path = tmp_path / "langsmith.json"
         config_path.touch()
         result = _parse_env_from_config({}, config_path)
         assert result == {"DEFAULT_KEY": "default_val"}
@@ -109,14 +112,14 @@ class TestParseEnvFromConfig:
         env_file = tmp_path / ".env"
         env_file.write_text("MY_KEY=my_val\n")
         monkeypatch.chdir(tmp_path)
-        config_path = tmp_path / "langgraph.json"
+        config_path = tmp_path / "langsmith.json"
         config_path.touch()
         result = _parse_env_from_config({"env": {}}, config_path)
         assert result == {"MY_KEY": "my_val"}
 
     def test_env_missing_no_dotenv_returns_empty(self, tmp_path, monkeypatch):
         monkeypatch.chdir(tmp_path)
-        config_path = tmp_path / "langgraph.json"
+        config_path = tmp_path / "langsmith.json"
         config_path.touch()
         result = _parse_env_from_config({}, config_path)
         assert result == {}
@@ -125,10 +128,99 @@ class TestParseEnvFromConfig:
         # Lines like "KEY=" produce empty string, lines like "KEY" produce None
         env_file = tmp_path / "test.env"
         env_file.write_text("GOOD=value\nEMPTY=\n")
-        config_path = tmp_path / "langgraph.json"
+        config_path = tmp_path / "langsmith.json"
         config_path.touch()
         result = _parse_env_from_config({"env": "test.env"}, config_path)
         assert "GOOD" in result
         assert result["GOOD"] == "value"
         # EMPTY= gives empty string, not None, so it should be present
         assert result["EMPTY"] == ""
+
+
+class TestCallHostBackendWithOptionalTenant:
+    def _make_client(self, handler):
+        c = HostBackendClient("https://api.example.com", "test-key")
+        c._client = httpx.Client(
+            base_url="https://api.example.com",
+            transport=httpx.MockTransport(handler),
+            headers={"X-Api-Key": "test-key", "Accept": "application/json"},
+            timeout=30,
+        )
+        return c
+
+    def _make_eu_client(self, handler):
+        c = HostBackendClient("https://eu.api.host.langchain.com", "test-key")
+        c._client = httpx.Client(
+            base_url="https://eu.api.host.langchain.com",
+            transport=httpx.MockTransport(handler),
+            headers={"X-Api-Key": "test-key", "Accept": "application/json"},
+            timeout=30,
+        )
+        return c
+
+    def test_success_passes_through(self):
+        client = self._make_client(lambda req: httpx.Response(200, json={"ok": True}))
+        result = _call_host_backend_with_optional_tenant(
+            client, lambda c: c.list_deployments()
+        )
+        assert result == {"ok": True}
+
+    def test_403_not_enabled_gives_actionable_error(self):
+        detail = (
+            '{"detail":"LangSmith Deployment is not enabled for this organization"}'
+        )
+        client = self._make_client(lambda req: httpx.Response(403, text=detail))
+        with pytest.raises(HostBackendError, match="not enabled") as exc_info:
+            _call_host_backend_with_optional_tenant(
+                client, lambda c: c.list_deployments()
+            )
+        assert exc_info.value.status_code == 403
+        assert "smith.langchain.com" in exc_info.value.message
+
+    def test_403_not_enabled_eu_url(self):
+        detail = (
+            '{"detail":"LangSmith Deployment is not enabled for this organization"}'
+        )
+        client = self._make_eu_client(lambda req: httpx.Response(403, text=detail))
+        with pytest.raises(HostBackendError, match="not enabled") as exc_info:
+            _call_host_backend_with_optional_tenant(
+                client, lambda c: c.list_deployments()
+            )
+        assert "eu.smith.langchain.com" in exc_info.value.message
+
+    def test_workspace_retry_then_not_enabled_gives_actionable_error(self, monkeypatch):
+        requires_workspace = '{"detail":"requires workspace specification"}'
+        not_enabled = (
+            '{"detail":"LangSmith Deployment is not enabled for this organization"}'
+        )
+        seen_tenant_ids = []
+
+        def handler(req):
+            seen_tenant_ids.append(req.headers.get("X-Tenant-ID"))
+            if len(seen_tenant_ids) == 1:
+                return httpx.Response(403, text=requires_workspace)
+            if len(seen_tenant_ids) == 2:
+                return httpx.Response(403, text=not_enabled)
+            raise AssertionError("unexpected extra request")
+
+        monkeypatch.setattr(click, "prompt", lambda _text: "workspace-123")
+        client = self._make_client(handler)
+
+        with pytest.raises(HostBackendError, match="not enabled") as exc_info:
+            _call_host_backend_with_optional_tenant(
+                client, lambda c: c.list_deployments()
+            )
+
+        assert exc_info.value.status_code == 403
+        assert "smith.langchain.com" in exc_info.value.message
+        assert seen_tenant_ids == [None, "workspace-123"]
+        assert client._client.headers["X-Tenant-ID"] == "workspace-123"
+
+    def test_other_403_re_raises_original(self):
+        client = self._make_client(
+            lambda req: httpx.Response(403, text='{"detail":"some other error"}')
+        )
+        with pytest.raises(HostBackendError, match="some other error"):
+            _call_host_backend_with_optional_tenant(
+                client, lambda c: c.list_deployments()
+            )

libs/cli/tests/unit_tests/test_host_backend.py

@@ -135,6 +135,28 @@ def test_list_deployments(client):
     assert result == {"ok": True}
 
 
+def test_list_deployments_sends_query_params():
+    def handler(req: httpx.Request) -> httpx.Response:
+        assert req.url.path == "/v2/deployments"
+        assert req.url.params["name_contains"] == "my app"
+        return httpx.Response(200, json={"ok": True})
+
+    c = HostBackendClient("https://api.example.com", "test-key")
+    c._client = httpx.Client(
+        base_url="https://api.example.com",
+        transport=httpx.MockTransport(handler),
+        headers={"X-Api-Key": "test-key", "Accept": "application/json"},
+        timeout=30,
+    )
+    result = c.list_deployments("my app")
+    assert result == {"ok": True}
+
+
+def test_delete_deployment(client):
+    result = client.delete_deployment("dep-123")
+    assert result == {"ok": True}
+
+
 def test_request_push_token(client):
     result = client.request_push_token("dep-123")
     assert result == {"ok": True}
@@ -160,3 +182,41 @@ def test_list_revisions(client):
 def test_get_revision(client):
     result = client.get_revision("dep-123", "rev-456")
     assert result == {"ok": True}
+
+
+def test_get_build_logs(client):
+    result = client.get_build_logs("proj-1", "rev-1", {"limit": 10})
+    assert result == {"ok": True}
+
+
+def test_get_deploy_logs_all_revisions():
+    def handler(req: httpx.Request) -> httpx.Response:
+        assert "/v1/projects/proj-1/deploy_logs" in str(req.url)
+        assert "/revisions/" not in str(req.url)
+        return httpx.Response(200, json={"logs": [{"message": "running"}]})
+
+    c = HostBackendClient("https://api.example.com", "key")
+    c._client = httpx.Client(
+        base_url="https://api.example.com",
+        transport=httpx.MockTransport(handler),
+        headers={"X-Api-Key": "key", "Accept": "application/json"},
+        timeout=30,
+    )
+    result = c.get_deploy_logs("proj-1", {"limit": 10})
+    assert result == {"logs": [{"message": "running"}]}
+
+
+def test_get_deploy_logs_specific_revision():
+    def handler(req: httpx.Request) -> httpx.Response:
+        assert "/v1/projects/proj-1/revisions/rev-2/deploy_logs" in str(req.url)
+        return httpx.Response(200, json={"logs": []})
+
+    c = HostBackendClient("https://api.example.com", "key")
+    c._client = httpx.Client(
+        base_url="https://api.example.com",
+        transport=httpx.MockTransport(handler),
+        headers={"X-Api-Key": "key", "Accept": "application/json"},
+        timeout=30,
+    )
+    result = c.get_deploy_logs("proj-1", {"limit": 10}, revision_id="rev-2")
+    assert result == {"logs": []}

libs/cli/tests/unit_tests/test_logs_helpers.py

@@ -0,0 +1,58 @@
+from langgraph_cli.helpers import format_log_entry, format_timestamp, level_fg
+
+
+class TestFormatTimestamp:
+    def test_epoch_ms(self):
+        assert format_timestamp(1773119644012) == "2026-03-10 05:14:04"
+
+    def test_string_passthrough(self):
+        assert format_timestamp("2026-03-08T00:00:00Z") == "2026-03-08T00:00:00Z"
+
+    def test_empty(self):
+        assert format_timestamp("") == ""
+
+    def test_none(self):
+        assert format_timestamp(None) == ""
+
+
+class TestFormatLogEntry:
+    def test_full_entry_epoch(self):
+        entry = {"timestamp": 1773119644012, "level": "ERROR", "message": "boom"}
+        result = format_log_entry(entry)
+        assert result == "[2026-03-10 05:14:04] [ERROR] boom"
+
+    def test_full_entry_string(self):
+        entry = {
+            "timestamp": "2026-03-08T12:00:00Z",
+            "level": "ERROR",
+            "message": "boom",
+        }
+        assert format_log_entry(entry) == "[2026-03-08T12:00:00Z] [ERROR] boom"
+
+    def test_no_level(self):
+        entry = {"timestamp": "2026-03-08T12:00:00Z", "message": "hello"}
+        assert format_log_entry(entry) == "[2026-03-08T12:00:00Z] hello"
+
+    def test_no_timestamp(self):
+        entry = {"message": "bare message"}
+        assert format_log_entry(entry) == "bare message"
+
+    def test_empty_entry(self):
+        assert format_log_entry({}) == ""
+
+
+class TestLevelFg:
+    def test_error(self):
+        assert level_fg("ERROR") == "red"
+
+    def test_error_lowercase(self):
+        assert level_fg("error") == "red"
+
+    def test_warning(self):
+        assert level_fg("WARNING") == "yellow"
+
+    def test_info_returns_none(self):
+        assert level_fg("INFO") is None
+
+    def test_empty_returns_none(self):
+        assert level_fg("") is None

libs/cli/tests/unit_tests/test_util.py

@@ -1,6 +1,12 @@
 from unittest.mock import patch
 
-from langgraph_cli.util import clean_empty_lines, warn_non_wolfi_distro
+from langgraph_cli.util import (
+    _extract_deployment_url,
+    clean_empty_lines,
+    format_deployments_table,
+    format_revisions_table,
+    warn_non_wolfi_distro,
+)
 
 
 def test_clean_empty_lines():
@@ -42,7 +48,7 @@ def test_warn_non_wolfi_distro_with_debian(capsys):
         in captured.out
     )
     assert (
-        'To switch, add \'"image_distro": "wolfi"\' to your langgraph.json config file.'
+        'To switch, add \'"image_distro": "wolfi"\' to your langsmith.json config file.'
         in captured.out
     )
 
@@ -63,7 +69,7 @@ def test_warn_non_wolfi_distro_with_default_debian(capsys):
         in captured.out
     )
     assert (
-        'To switch, add \'"image_distro": "wolfi"\' to your langgraph.json config file.'
+        'To switch, add \'"image_distro": "wolfi"\' to your langsmith.json config file.'
         in captured.out
     )
 
@@ -94,7 +100,7 @@ def test_warn_non_wolfi_distro_with_other_distro(capsys):
         in captured.out
     )
     assert (
-        'To switch, add \'"image_distro": "wolfi"\' to your langgraph.json config file.'
+        'To switch, add \'"image_distro": "wolfi"\' to your langsmith.json config file.'
         in captured.out
     )
 
@@ -122,7 +128,7 @@ def test_warn_non_wolfi_distro_output_formatting():
         ),
         (
             (
-                '   To switch, add \'"image_distro": "wolfi"\' to your langgraph.json config file.',
+                '   To switch, add \'"image_distro": "wolfi"\' to your langsmith.json config file.',
             ),
             {"fg": "yellow"},
         ),
@@ -186,3 +192,67 @@ def test_warn_non_wolfi_distro_does_not_modify_config():
     warn_non_wolfi_distro(config_copy)
 
     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_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

libs/cli/uv.lock

@@ -992,7 +992,6 @@ dependencies = [
 inmem = [
     { name = "langgraph-api", marker = "python_full_version >= '3.11'" },
     { name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11'" },
-    { name = "python-dotenv" },
 ]
 
 [package.dev-dependencies]
@@ -1089,15 +1088,15 @@ wheels = [
 
 [[package]]
 name = "langgraph-sdk"
-version = "0.3.9"
+version = "0.3.12"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx", marker = "python_full_version >= '3.11'" },
     { name = "orjson", marker = "python_full_version >= '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/3a/bd/ca8ae5c6a34be6d4f7aa86016e010ff96b3a939456041565797952e3014d/langgraph_sdk-0.3.9.tar.gz", hash = "sha256:8be8958529b3f6d493ec248fdb46e539362efda75784654a42a7091d22504e0e", size = 184287, upload-time = "2026-02-24T18:39:03.276Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/fd/a1/012f0e0f5c9fd26f92bdc9d244756ad673c428230156ef668e6ec7c18cee/langgraph_sdk-0.3.12.tar.gz", hash = "sha256:c9c9ec22b3c0fcd352e2b8f32a815164f69446b8648ca22606329f4ff4c59a71", size = 194932, upload-time = "2026-03-18T22:15:54.592Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/17/4d/4f796e86b03878ab20d9b30aaed1ad459eda71a5c5b67f7cfe712f3548f2/langgraph_sdk-0.3.12-py3-none-any.whl", hash = "sha256:44323804965d6ec2a07127b3cf08a0428ea6deaeb172c2d478d5cd25540e3327", size = 95834, upload-time = "2026-03-18T22:15:53.545Z" },
 ]
 
 [[package]]
@@ -1797,11 +1796,11 @@ wheels = [
 
 [[package]]
 name = "pyjwt"
-version = "2.11.0"
+version = "2.12.0"
 source = { registry = "https://pypi.org/simple" }
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+sdist = { url = "https://files.pythonhosted.org/packages/a8/10/e8192be5f38f3e8e7e046716de4cae33d56fd5ae08927a823bb916be36c1/pyjwt-2.12.0.tar.gz", hash = "sha256:2f62390b667cd8257de560b850bb5a883102a388829274147f1d724453f8fb02", size = 102511, upload-time = "2026-03-12T17:15:30.831Z" }
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+    { url = "https://files.pythonhosted.org/packages/15/70/70f895f404d363d291dcf62c12c85fdd47619ad9674ac0f53364d035925a/pyjwt-2.12.0-py3-none-any.whl", hash = "sha256:9bb459d1bdd0387967d287f5656bf7ec2b9a26645d1961628cda1764e087fd6e", size = 29700, upload-time = "2026-03-12T17:15:29.257Z" },
 ]
 
 [[package]]
@@ -2027,27 +2026,27 @@ wheels = [
 
 [[package]]
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-version = "0.15.5"
+version = "0.15.7"
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 ]
 
 [[package]]

libs/langgraph/Makefile

@@ -44,7 +44,7 @@ stop-services:
 	docker compose -f tests/compose-postgres.yml -f tests/compose-redis.yml down -v
 
 start-dev-server:
-	LOG_LEVEL=warning uv run langgraph dev --config tests/example_app/langgraph.json --no-browser & echo "$$!" > .devserver.pid
+	LOG_LEVEL=warning uv run langgraph dev --config tests/example_app/langsmith.json --no-browser & echo "$$!" > .devserver.pid
 	@echo "Dev server started."
 
 stop-dev-server:

libs/langgraph/langgraph/pregel/_loop.py

@@ -647,13 +647,24 @@ class PregelLoop:
         # writes so that interrupt() calls re-fire instead of returning
         # stale values. But if we're actively resuming, keep them —
         # multi-interrupt scenarios need previously resolved values preserved.
-        # We check two conditions because resume signals arrive differently:
-        # - Command(resume=...): the outer graph receives resume via input
-        # - CONFIG_KEY_RESUMING: child subgraphs receive it via config from
-        #   the parent (their input is a Send arg, not a Command)
-        if self.is_replaying and not (
-            (input_is_command and cast(Command, self.input).resume is not None)
-            or configurable.get(CONFIG_KEY_RESUMING, False)
+        if self.is_replaying and (
+            # Time-travel to a subgraph checkpoint: the parent sets
+            # RESUMING=True (it can't distinguish time-travel from resume),
+            # so we check if this subgraph's own ns is in checkpoint_map.
+            # Normally the map only has ancestor entries (_algo.py); the
+            # subgraph's own entry only appears via get_state(subgraphs=True).
+            (
+                self.is_nested
+                and configurable.get(CONFIG_KEY_CHECKPOINT_NS, "")
+                in configurable.get(CONFIG_KEY_CHECKPOINT_MAP, {})
+            )
+            or not (
+                # Outer graph: resume arrives as Command(resume=...)
+                (input_is_command and cast(Command, self.input).resume is not None)
+                # Subgraphs: resume arrives via config flag from parent
+                # (subgraph input is a Send arg, not a Command)
+                or configurable.get(CONFIG_KEY_RESUMING, False)
+            )
         ):
             self.checkpoint_pending_writes = [
                 w for w in self.checkpoint_pending_writes if w[1] != RESUME
@@ -1127,9 +1138,15 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
     def __enter__(self) -> Self:
         if not self.checkpointer:
             saved = None
-        elif self.is_nested and (
-            replay_state := self.config[CONF].get(CONFIG_KEY_REPLAY_STATE)
-        ):
+        elif self.checkpoint_config[CONF].get(CONFIG_KEY_CHECKPOINT_ID):
+            # Explicit checkpoint_id requested — fetch that exact checkpoint.
+            # This covers both normal replay and subgraphs resolved via
+            # checkpoint_map during time-travel.
+            saved = self.checkpointer.get_tuple(self.checkpoint_config)
+        elif replay_state := self.config[CONF].get(CONFIG_KEY_REPLAY_STATE):
+            # Subgraph replay: the parent is replaying and passed us a
+            # replay_state with its checkpoint_id. Look up our checkpoint
+            # from the parent's checkpoint_map instead of fetching latest.
             saved = replay_state.get_checkpoint(
                 self.config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, ""),
                 self.checkpointer,
@@ -1141,9 +1158,7 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
             self.config[CONF].pop(CONFIG_KEY_RESUMING, None)
         else:
             # Normal case: fetch the most recent checkpoint for this
-            # graph/thread. If a specific checkpoint_id is in the config,
-            # fetch that exact checkpoint; otherwise fetch the latest one.
-            # Returns None on first invocation (no checkpoints exist yet).
+            # graph/thread. Returns None on first invocation.
             saved = self.checkpointer.get_tuple(self.checkpoint_config)
 
         if saved is None:
@@ -1322,9 +1337,15 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
     async def __aenter__(self) -> Self:
         if not self.checkpointer:
             saved = None
-        elif self.is_nested and (
-            replay_state := self.config[CONF].get(CONFIG_KEY_REPLAY_STATE)
-        ):
+        elif self.checkpoint_config[CONF].get(CONFIG_KEY_CHECKPOINT_ID):
+            # Explicit checkpoint_id requested — fetch that exact checkpoint.
+            # This covers both normal replay and subgraphs resolved via
+            # checkpoint_map during time-travel.
+            saved = await self.checkpointer.aget_tuple(self.checkpoint_config)
+        elif replay_state := self.config[CONF].get(CONFIG_KEY_REPLAY_STATE):
+            # Subgraph replay: the parent is replaying and passed us a
+            # replay_state with its checkpoint_id. Look up our checkpoint
+            # from the parent's checkpoint_map instead of fetching latest.
             saved = await replay_state.aget_checkpoint(
                 self.config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, ""),
                 self.checkpointer,
@@ -1336,9 +1357,7 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
             self.config[CONF].pop(CONFIG_KEY_RESUMING, None)
         else:
             # Normal case: fetch the most recent checkpoint for this
-            # graph/thread. If a specific checkpoint_id is in the config,
-            # fetch that exact checkpoint; otherwise fetch the latest one.
-            # Returns None on first invocation (no checkpoints exist yet).
+            # graph/thread. Returns None on first invocation.
             saved = await self.checkpointer.aget_tuple(self.checkpoint_config)
 
         if saved is None:

libs/langgraph/langgraph/pregel/_retry.py

@@ -14,9 +14,11 @@ from langgraph._internal._constants import (
     CONF,
     CONFIG_KEY_CHECKPOINT_NS,
     CONFIG_KEY_RESUMING,
+    CONFIG_KEY_RUNTIME,
     NS_SEP,
 )
 from langgraph.errors import GraphBubbleUp, ParentCommand
+from langgraph.runtime import Runtime
 from langgraph.types import Command, PregelExecutableTask, RetryPolicy
 
 logger = logging.getLogger(__name__)
@@ -60,10 +62,33 @@ def run_with_retry(
     """Run a task with retries."""
     retry_policy = task.retry_policy or retry_policy
     attempts = 0
+    node_first_attempt_time = time.time()
     config = task.config
     if configurable is not None:
         config = patch_configurable(config, configurable)
+    runtime = config.get(CONF, {}).get(CONFIG_KEY_RUNTIME)
+    if isinstance(runtime, Runtime):
+        config = patch_configurable(
+            config,
+            {
+                CONFIG_KEY_RUNTIME: runtime.patch_execution_info(
+                    node_first_attempt_time=node_first_attempt_time,
+                )
+            },
+        )
     while True:
+        runtime = config.get(CONF, {}).get(CONFIG_KEY_RUNTIME)
+        if isinstance(runtime, Runtime):
+            config = patch_configurable(
+                config,
+                {
+                    CONFIG_KEY_RUNTIME: runtime.patch_execution_info(
+                        # node_attempt is execution count (1-indexed): 1 on first run,
+                        # then 2, 3, ... on subsequent retries.
+                        node_attempt=attempts + 1,
+                    )
+                },
+            )
         try:
             # clear any writes from previous attempts
             task.writes.clear()
@@ -102,7 +127,7 @@ def run_with_retry(
             if not matching_policy:
                 raise
 
-            # increment attempts
+            # attempts tracks failed tries only; it increments after a failure.
             attempts += 1
             # check if we should give up
             if attempts >= matching_policy.max_attempts:
@@ -141,15 +166,38 @@ async def arun_with_retry(
     """Run a task asynchronously with retries."""
     retry_policy = task.retry_policy or retry_policy
     attempts = 0
+    node_first_attempt_time = time.time()
     config = task.config
     if configurable is not None:
         config = patch_configurable(config, configurable)
+    runtime = config.get(CONF, {}).get(CONFIG_KEY_RUNTIME)
+    if isinstance(runtime, Runtime):
+        config = patch_configurable(
+            config,
+            {
+                CONFIG_KEY_RUNTIME: runtime.patch_execution_info(
+                    node_first_attempt_time=node_first_attempt_time,
+                )
+            },
+        )
     if match_cached_writes is not None and task.cache_key is not None:
         for t in await match_cached_writes():
             if t is task:
                 # if the task is already cached, return
                 return
     while True:
+        runtime = config.get(CONF, {}).get(CONFIG_KEY_RUNTIME)
+        if isinstance(runtime, Runtime):
+            config = patch_configurable(
+                config,
+                {
+                    CONFIG_KEY_RUNTIME: runtime.patch_execution_info(
+                        # node_attempt is execution count (1-indexed): 1 on first run,
+                        # then 2, 3, ... on subsequent retries.
+                        node_attempt=attempts + 1,
+                    )
+                },
+            )
         try:
             # clear any writes from previous attempts
             task.writes.clear()
@@ -194,7 +242,8 @@ async def arun_with_retry(
             if not matching_policy:
                 raise
 
-            # increment attempts
+            # attempts tracks failed tries only; it increments after a failure.
+            # The next execution's node_attempt is derived as attempts + 1.
             attempts += 1
             # check if we should give up
             if attempts >= matching_policy.max_attempts:

libs/langgraph/langgraph/pregel/main.py

@@ -136,7 +136,7 @@ from langgraph.pregel._validate import validate_graph, validate_keys
 from langgraph.pregel._write import ChannelWrite, ChannelWriteEntry
 from langgraph.pregel.debug import get_bolded_text, get_colored_text, tasks_w_writes
 from langgraph.pregel.protocol import PregelProtocol, StreamChunk, StreamProtocol
-from langgraph.runtime import DEFAULT_RUNTIME, Runtime
+from langgraph.runtime import DEFAULT_RUNTIME, ExecutionInfo, Runtime
 from langgraph.types import (
     All,
     CachePolicy,
@@ -2456,7 +2456,7 @@ class Pregel(
         debug: bool | None = None,
         version: Literal["v2"],
         **kwargs: Unpack[DeprecatedKwargs],
-    ) -> Iterator[StreamPart[OutputT, StateT]]: ...
+    ) -> Iterator[StreamPart[StateT, OutputT]]: ...
 
     @overload
     def stream(
@@ -2648,6 +2648,7 @@ class Pregel(
                 store=store,
                 stream_writer=stream_writer,
                 previous=None,
+                execution_info=ExecutionInfo(),
             )
             parent_runtime = config[CONF].get(CONFIG_KEY_RUNTIME, DEFAULT_RUNTIME)
             runtime = parent_runtime.merge(runtime)
@@ -2787,7 +2788,7 @@ class Pregel(
         debug: bool | None = None,
         version: Literal["v2"],
         **kwargs: Unpack[DeprecatedKwargs],
-    ) -> AsyncIterator[StreamPart[OutputT, StateT]]: ...
+    ) -> AsyncIterator[StreamPart[StateT, OutputT]]: ...
 
     @overload
     def astream(
@@ -3014,6 +3015,7 @@ class Pregel(
                 store=store,
                 stream_writer=stream_writer,
                 previous=None,
+                execution_info=ExecutionInfo(),
             )
             parent_runtime = config[CONF].get(CONFIG_KEY_RUNTIME, DEFAULT_RUNTIME)
             runtime = parent_runtime.merge(runtime)
@@ -3194,7 +3196,7 @@ class Pregel(
         durability: Durability | None = None,
         version: Literal["v2"],
         **kwargs: Any,
-    ) -> list[StreamPart[OutputT, StateT]]: ...
+    ) -> list[StreamPart[StateT, OutputT]]: ...
 
     @overload
     def invoke(
@@ -3364,7 +3366,7 @@ class Pregel(
         durability: Durability | None = None,
         version: Literal["v2"],
         **kwargs: Any,
-    ) -> list[StreamPart[OutputT, StateT]]: ...
+    ) -> list[StreamPart[StateT, OutputT]]: ...
 
     @overload
     async def ainvoke(

libs/langgraph/langgraph/pregel/protocol.py

@@ -117,7 +117,7 @@ class PregelProtocol(Runnable[InputT, Any], Generic[StateT, ContextT, InputT, Ou
         interrupt_after: All | Sequence[str] | None = None,
         subgraphs: bool = False,
         version: Literal["v2"],
-    ) -> Iterator[StreamPart[OutputT, StateT]]: ...
+    ) -> Iterator[StreamPart[StateT, OutputT]]: ...
 
     @overload
     @abstractmethod
@@ -161,7 +161,7 @@ class PregelProtocol(Runnable[InputT, Any], Generic[StateT, ContextT, InputT, Ou
         interrupt_after: All | Sequence[str] | None = None,
         subgraphs: bool = False,
         version: Literal["v2"],
-    ) -> AsyncIterator[StreamPart[OutputT, StateT]]: ...
+    ) -> AsyncIterator[StreamPart[StateT, OutputT]]: ...
 
     @overload
     @abstractmethod

libs/langgraph/langgraph/pregel/remote.py

@@ -31,6 +31,7 @@ from langgraph_sdk.client import (
 )
 from langgraph_sdk.schema import (
     Checkpoint,
+    Context,
     QueryParamTypes,
     ThreadState,
 )
@@ -691,6 +692,7 @@ class RemoteGraph(PregelProtocol):
         input: dict[str, Any] | Any,
         config: RunnableConfig | None = None,
         *,
+        context: Context | None = None,
         stream_mode: StreamMode | list[StreamMode] | None = None,
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
@@ -707,6 +709,7 @@ class RemoteGraph(PregelProtocol):
         input: dict[str, Any] | Any,
         config: RunnableConfig | None = None,
         *,
+        context: Context | None = None,
         stream_mode: StreamMode | list[StreamMode] | None = None,
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
@@ -722,6 +725,7 @@ class RemoteGraph(PregelProtocol):
         input: dict[str, Any] | Any,
         config: RunnableConfig | None = None,
         *,
+        context: Context | None = None,
         stream_mode: StreamMode | list[StreamMode] | None = None,
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
@@ -734,7 +738,7 @@ class RemoteGraph(PregelProtocol):
         """Create a run and stream the results.
 
         This method calls `POST /threads/{thread_id}/runs/stream` if a `thread_id`
-        is speciffed in the `configurable` field of the config or
+        is specified in the `configurable` field of the config or
         `POST /runs/stream` otherwise.
 
         Args:
@@ -769,6 +773,7 @@ class RemoteGraph(PregelProtocol):
             input=input,
             command=command,
             config=sanitized_config,
+            context=context,
             stream_mode=stream_modes,
             interrupt_before=interrupt_before,
             interrupt_after=interrupt_after,
@@ -842,6 +847,7 @@ class RemoteGraph(PregelProtocol):
         input: dict[str, Any] | Any,
         config: RunnableConfig | None = None,
         *,
+        context: Context | None = None,
         stream_mode: StreamMode | list[StreamMode] | None = None,
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
@@ -858,6 +864,7 @@ class RemoteGraph(PregelProtocol):
         input: dict[str, Any] | Any,
         config: RunnableConfig | None = None,
         *,
+        context: Context | None = None,
         stream_mode: StreamMode | list[StreamMode] | None = None,
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
@@ -873,6 +880,7 @@ class RemoteGraph(PregelProtocol):
         input: dict[str, Any] | Any,
         config: RunnableConfig | None = None,
         *,
+        context: Context | None = None,
         stream_mode: StreamMode | list[StreamMode] | None = None,
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
@@ -885,7 +893,7 @@ class RemoteGraph(PregelProtocol):
         """Create a run and stream the results.
 
         This method calls `POST /threads/{thread_id}/runs/stream` if a `thread_id`
-        is speciffed in the `configurable` field of the config or
+        is specified in the `configurable` field of the config or
         `POST /runs/stream` otherwise.
 
         Args:
@@ -920,6 +928,7 @@ class RemoteGraph(PregelProtocol):
             input=input,
             command=command,
             config=sanitized_config,
+            context=context,
             stream_mode=stream_modes,
             interrupt_before=interrupt_before,
             interrupt_after=interrupt_after,
@@ -1009,6 +1018,7 @@ class RemoteGraph(PregelProtocol):
         input: dict[str, Any] | Any,
         config: RunnableConfig | None = None,
         *,
+        context: Context | None = None,
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
         headers: dict[str, str] | None = None,
@@ -1023,6 +1033,7 @@ class RemoteGraph(PregelProtocol):
         input: dict[str, Any] | Any,
         config: RunnableConfig | None = None,
         *,
+        context: Context | None = None,
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
         headers: dict[str, str] | None = None,
@@ -1036,6 +1047,7 @@ class RemoteGraph(PregelProtocol):
         input: dict[str, Any] | Any,
         config: RunnableConfig | None = None,
         *,
+        context: Context | None = None,
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
         headers: dict[str, str] | None = None,
@@ -1061,6 +1073,7 @@ class RemoteGraph(PregelProtocol):
         for chunk in self.stream(  # type: ignore[misc, call-overload]
             input,
             config=config,
+            context=context,
             interrupt_before=interrupt_before,
             interrupt_after=interrupt_after,
             headers=headers,
@@ -1087,6 +1100,7 @@ class RemoteGraph(PregelProtocol):
         input: dict[str, Any] | Any,
         config: RunnableConfig | None = None,
         *,
+        context: Context | None = None,
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
         headers: dict[str, str] | None = None,
@@ -1101,6 +1115,7 @@ class RemoteGraph(PregelProtocol):
         input: dict[str, Any] | Any,
         config: RunnableConfig | None = None,
         *,
+        context: Context | None = None,
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
         headers: dict[str, str] | None = None,
@@ -1114,6 +1129,7 @@ class RemoteGraph(PregelProtocol):
         input: dict[str, Any] | Any,
         config: RunnableConfig | None = None,
         *,
+        context: Context | None = None,
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
         headers: dict[str, str] | None = None,
@@ -1139,6 +1155,7 @@ class RemoteGraph(PregelProtocol):
         async for chunk in self.astream(  # type: ignore[misc, call-overload]
             input,
             config=config,
+            context=context,
             interrupt_before=interrupt_before,
             interrupt_after=interrupt_after,
             headers=headers,

libs/langgraph/langgraph/runtime.py

@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 from dataclasses import dataclass, field, replace
-from typing import Any, Generic, cast
+from typing import Any, Generic, NamedTuple, cast
 
 from langgraph.store.base import BaseStore
 from typing_extensions import TypedDict, Unpack
@@ -11,7 +11,21 @@ from langgraph.config import get_config
 from langgraph.types import _DC_KWARGS, StreamWriter
 from langgraph.typing import ContextT
 
-__all__ = ("Runtime", "get_runtime")
+__all__ = ("ExecutionInfo", "Runtime", "get_runtime")
+
+
+class ExecutionInfo(NamedTuple):
+    """Read-only execution info/metadata for the execution of current thread/run/node."""
+
+    node_attempt: int = 1
+    """Current node execution attempt number (1-indexed)."""
+
+    node_first_attempt_time: float | None = None
+    """Unix timestamp (seconds) for when the first attempt started."""
+
+    def patch(self, **overrides: Any) -> ExecutionInfo:
+        """Return a new execution info object with selected fields replaced."""
+        return self._replace(**overrides)
 
 
 def _no_op_stream_writer(_: Any) -> None: ...
@@ -22,6 +36,7 @@ class _RuntimeOverrides(TypedDict, Generic[ContextT], total=False):
     store: BaseStore | None
     stream_writer: StreamWriter
     previous: Any
+    execution_info: ExecutionInfo
 
 
 @dataclass(**_DC_KWARGS)
@@ -29,7 +44,7 @@ class Runtime(Generic[ContextT]):
     """Convenience class that bundles run-scoped context and other runtime utilities.
 
     This class is injected into graph nodes and middleware. It provides access to
-    `context`, `store`, `stream_writer`, and `previous`.
+    `context`, `store`, `stream_writer`, `previous`, and `execution_info`.
 
     !!! note "Accessing `config`"
 
@@ -115,6 +130,9 @@ class Runtime(Generic[ContextT]):
     Only available with the functional API when a checkpointer is provided.
     """
 
+    execution_info: ExecutionInfo = field(default_factory=ExecutionInfo)
+    """Read-only execution information/metadata for the current node run."""
+
     def merge(self, other: Runtime[ContextT]) -> Runtime[ContextT]:
         """Merge two runtimes together.
 
@@ -127,6 +145,7 @@ class Runtime(Generic[ContextT]):
             if other.stream_writer is not _no_op_stream_writer
             else self.stream_writer,
             previous=self.previous if other.previous is None else other.previous,
+            execution_info=other.execution_info,
         )
 
     def override(
@@ -135,12 +154,20 @@ class Runtime(Generic[ContextT]):
         """Replace the runtime with a new runtime with the given overrides."""
         return replace(self, **overrides)
 
+    def patch_execution_info(self, **overrides: Any) -> Runtime[ContextT]:
+        """Return a new runtime with selected execution_info fields replaced."""
+        return replace(
+            self,
+            execution_info=self.execution_info.patch(**overrides),
+        )
+
 
 DEFAULT_RUNTIME = Runtime(
     context=None,
     store=None,
     stream_writer=_no_op_stream_writer,
     previous=None,
+    execution_info=ExecutionInfo(),
 )
 
 

libs/langgraph/langgraph/types.py

@@ -335,7 +335,7 @@ StreamPart = TypeAliasType(
     | CheckpointStreamPart[StateT]
     | TasksStreamPart
     | DebugStreamPart[StateT],
-    type_params=(OutputT, StateT),
+    type_params=(StateT, OutputT),
 )
 """A discriminated union of all v2 stream part types.
 

libs/langgraph/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph"
-version = "1.1.0"
+version = "1.1.3"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"

libs/langgraph/tests/test_large_cases.py

@@ -1396,8 +1396,10 @@ def test_prebuilt_tool_chat(snapshot: SnapshotAssertion) -> None:
                 "langgraph_path": (PULL, "agent"),
                 "langgraph_checkpoint_ns": AnyStr("agent:"),
                 "checkpoint_ns": AnyStr("agent:"),
+                "_type": "generic-fake-chat-model",
                 "ls_provider": "fakechatmodel",
                 "ls_model_type": "chat",
+                "ls_integration": "langchain_chat_model",
             },
         ),
         (
@@ -1456,8 +1458,10 @@ def test_prebuilt_tool_chat(snapshot: SnapshotAssertion) -> None:
                 "langgraph_path": (PULL, "agent"),
                 "langgraph_checkpoint_ns": AnyStr("agent:"),
                 "checkpoint_ns": AnyStr("agent:"),
+                "_type": "generic-fake-chat-model",
                 "ls_provider": "fakechatmodel",
                 "ls_model_type": "chat",
+                "ls_integration": "langchain_chat_model",
             },
         ),
     ]
@@ -1505,8 +1509,10 @@ def test_prebuilt_tool_chat(snapshot: SnapshotAssertion) -> None:
                 "langgraph_path": (PULL, "agent"),
                 "langgraph_checkpoint_ns": AnyStr("agent:"),
                 "checkpoint_ns": AnyStr("agent:"),
+                "_type": "generic-fake-chat-model",
                 "ls_provider": "fakechatmodel",
                 "ls_model_type": "chat",
+                "ls_integration": "langchain_chat_model",
             },
         ),
     ]
@@ -6875,8 +6881,10 @@ def test_weather_subgraph(
                     "langgraph_path": ("__pregel_pull", "router_node"),
                     "langgraph_checkpoint_ns": AnyStr("router_node:"),
                     "checkpoint_ns": AnyStr("router_node:"),
+                    "_type": "fake-messages-list-chat-model",
                     "ls_provider": "fakemessageslistchatmodel",
                     "ls_model_type": "chat",
+                    "ls_integration": "langchain_chat_model",
                 },
             ),
         ),
@@ -6901,8 +6909,10 @@ def test_weather_subgraph(
                     "langgraph_path": ("__pregel_pull", "model_node"),
                     "langgraph_checkpoint_ns": AnyStr("weather_graph:"),
                     "checkpoint_ns": AnyStr("weather_graph:"),
+                    "_type": "fake-messages-list-chat-model",
                     "ls_provider": "fakemessageslistchatmodel",
                     "ls_model_type": "chat",
+                    "ls_integration": "langchain_chat_model",
                 },
             ),
         ),
@@ -6936,8 +6946,10 @@ def test_weather_subgraph(
                 "langgraph_path": ("__pregel_pull", "router_node"),
                 "langgraph_checkpoint_ns": AnyStr("router_node:"),
                 "checkpoint_ns": AnyStr("router_node:"),
+                "_type": "fake-messages-list-chat-model",
                 "ls_provider": "fakemessageslistchatmodel",
                 "ls_model_type": "chat",
+                "ls_integration": "langchain_chat_model",
             },
         ),
     ]

libs/langgraph/tests/test_large_cases_async.py

@@ -1147,8 +1147,10 @@ async def test_prebuilt_tool_chat() -> None:
                 "langgraph_path": (PULL, "agent"),
                 "langgraph_checkpoint_ns": AnyStr("agent:"),
                 "checkpoint_ns": AnyStr("agent:"),
+                "_type": "generic-fake-chat-model",
                 "ls_provider": "fakechatmodel",
                 "ls_model_type": "chat",
+                "ls_integration": "langchain_chat_model",
             },
         ),
         (
@@ -1207,8 +1209,10 @@ async def test_prebuilt_tool_chat() -> None:
                 "langgraph_path": (PULL, "agent"),
                 "langgraph_checkpoint_ns": AnyStr("agent:"),
                 "checkpoint_ns": AnyStr("agent:"),
+                "_type": "generic-fake-chat-model",
                 "ls_provider": "fakechatmodel",
                 "ls_model_type": "chat",
+                "ls_integration": "langchain_chat_model",
             },
         ),
     ]
@@ -1256,8 +1260,10 @@ async def test_prebuilt_tool_chat() -> None:
                 "langgraph_path": (PULL, "agent"),
                 "langgraph_checkpoint_ns": AnyStr("agent:"),
                 "checkpoint_ns": AnyStr("agent:"),
+                "_type": "generic-fake-chat-model",
                 "ls_provider": "fakechatmodel",
                 "ls_model_type": "chat",
+                "ls_integration": "langchain_chat_model",
             },
         ),
     ]
@@ -3972,8 +3978,10 @@ async def test_weather_subgraph(
                     "langgraph_path": ("__pregel_pull", "router_node"),
                     "langgraph_checkpoint_ns": AnyStr("router_node:"),
                     "checkpoint_ns": AnyStr("router_node:"),
+                    "_type": "fake-messages-list-chat-model",
                     "ls_provider": "fakemessageslistchatmodel",
                     "ls_model_type": "chat",
+                    "ls_integration": "langchain_chat_model",
                 },
             ),
         ),
@@ -3998,8 +4006,10 @@ async def test_weather_subgraph(
                     "langgraph_path": ("__pregel_pull", "model_node"),
                     "langgraph_checkpoint_ns": AnyStr("weather_graph:"),
                     "checkpoint_ns": AnyStr("weather_graph:"),
+                    "_type": "fake-messages-list-chat-model",
                     "ls_provider": "fakemessageslistchatmodel",
                     "ls_model_type": "chat",
+                    "ls_integration": "langchain_chat_model",
                 },
             ),
         ),
@@ -4033,8 +4043,10 @@ async def test_weather_subgraph(
                 "langgraph_path": ("__pregel_pull", "router_node"),
                 "langgraph_checkpoint_ns": AnyStr("router_node:"),
                 "checkpoint_ns": AnyStr("router_node:"),
+                "_type": "fake-messages-list-chat-model",
                 "ls_provider": "fakemessageslistchatmodel",
                 "ls_model_type": "chat",
+                "ls_integration": "langchain_chat_model",
             },
         ),
     ]

libs/langgraph/tests/test_pregel.py

@@ -6891,8 +6891,10 @@ def test_tags_stream_mode_messages() -> None:
                 "langgraph_path": ("__pregel_pull", "call_model"),
                 "langgraph_checkpoint_ns": AnyStr("call_model:"),
                 "checkpoint_ns": AnyStr("call_model:"),
+                "_type": "generic-fake-chat-model",
                 "ls_provider": "genericfakechatmodel",
                 "ls_model_type": "chat",
+                "ls_integration": "langchain_chat_model",
                 "tags": ["meow"],
             },
         )

libs/langgraph/tests/test_pregel_async.py

@@ -7541,8 +7541,10 @@ async def test_tags_stream_mode_messages() -> None:
                 "langgraph_path": ("__pregel_pull", "call_model"),
                 "langgraph_checkpoint_ns": AnyStr("call_model:"),
                 "checkpoint_ns": AnyStr("call_model:"),
+                "_type": "generic-fake-chat-model",
                 "ls_provider": "genericfakechatmodel",
                 "ls_model_type": "chat",
+                "ls_integration": "langchain_chat_model",
                 "tags": ["meow"],
             },
         )

libs/langgraph/tests/test_remote_graph.py

@@ -1,5 +1,6 @@
 import re
 import sys
+from dataclasses import dataclass
 from typing import Annotated
 from unittest.mock import AsyncMock, MagicMock
 
@@ -10,6 +11,7 @@ from langchain_core.runnables import RunnableConfig
 from langchain_core.runnables.graph import Edge as DrawableEdge
 from langchain_core.runnables.graph import Node as DrawableNode
 from langgraph_sdk.schema import StreamPart
+from pydantic import BaseModel
 from typing_extensions import TypedDict
 
 from langgraph.errors import GraphInterrupt
@@ -908,6 +910,188 @@ async def test_ainvoke():
     assert result == {"messages": [{"type": "human", "content": "world"}]}
 
 
+def test_stream_context():
+    """Test that context is passed through to the SDK client in stream."""
+    mock_sync_client = MagicMock()
+    mock_sync_client.runs.stream.return_value = [
+        StreamPart(event="values", data={"chunk": "data1"}),
+    ]
+
+    remote_pregel = RemoteGraph(
+        "test_graph_id",
+        sync_client=mock_sync_client,
+    )
+
+    config = {"configurable": {"thread_id": "thread_1"}}
+    context = {"model_name": "anthropic", "user_id": "123"}
+    stream_parts = list(
+        remote_pregel.stream(
+            {"input": "data"},
+            config,
+            context=context,
+            stream_mode="values",
+        )
+    )
+
+    assert stream_parts == [{"chunk": "data1"}]
+    _, kwargs = mock_sync_client.runs.stream.call_args
+    assert kwargs["context"] == {"model_name": "anthropic", "user_id": "123"}
+
+
+def test_stream_context_none():
+    """Test that context defaults to None when not provided."""
+    mock_sync_client = MagicMock()
+    mock_sync_client.runs.stream.return_value = [
+        StreamPart(event="values", data={"chunk": "data1"}),
+    ]
+
+    remote_pregel = RemoteGraph(
+        "test_graph_id",
+        sync_client=mock_sync_client,
+    )
+
+    config = {"configurable": {"thread_id": "thread_1"}}
+    list(remote_pregel.stream({"input": "data"}, config, stream_mode="values"))
+
+    _, kwargs = mock_sync_client.runs.stream.call_args
+    assert kwargs["context"] is None
+
+
+@pytest.mark.anyio
+async def test_astream_context():
+    """Test that context is passed through to the SDK client in astream."""
+    mock_async_client = MagicMock()
+    async_iter = MagicMock()
+    async_iter.__aiter__.return_value = [
+        StreamPart(event="values", data={"chunk": "data1"}),
+    ]
+    mock_async_client.runs.stream.return_value = async_iter
+
+    remote_pregel = RemoteGraph(
+        "test_graph_id",
+        client=mock_async_client,
+    )
+
+    config = {"configurable": {"thread_id": "thread_1"}}
+    context = {"model_name": "anthropic"}
+    chunks = []
+    async for chunk in remote_pregel.astream(
+        {"input": "data"},
+        config,
+        context=context,
+        stream_mode="values",
+    ):
+        chunks.append(chunk)
+
+    assert chunks == [{"chunk": "data1"}]
+    _, kwargs = mock_async_client.runs.stream.call_args
+    assert kwargs["context"] == {"model_name": "anthropic"}
+
+
+def test_invoke_context():
+    """Test that context is passed through to the SDK client in invoke."""
+    mock_sync_client = MagicMock()
+    mock_sync_client.runs.stream.return_value = [
+        StreamPart(event="values", data={"result": "done"}),
+    ]
+
+    remote_pregel = RemoteGraph(
+        "test_graph_id",
+        sync_client=mock_sync_client,
+    )
+
+    config = {"configurable": {"thread_id": "thread_1"}}
+    context = {"model_name": "openai"}
+    result = remote_pregel.invoke({"input": "data"}, config, context=context)
+
+    assert result == {"result": "done"}
+    _, kwargs = mock_sync_client.runs.stream.call_args
+    assert kwargs["context"] == {"model_name": "openai"}
+
+
+@pytest.mark.anyio
+async def test_ainvoke_context():
+    """Test that context is passed through to the SDK client in ainvoke."""
+    mock_async_client = MagicMock()
+    async_iter = MagicMock()
+    async_iter.__aiter__.return_value = [
+        StreamPart(event="values", data={"result": "done"}),
+    ]
+    mock_async_client.runs.stream.return_value = async_iter
+
+    remote_pregel = RemoteGraph(
+        "test_graph_id",
+        client=mock_async_client,
+    )
+
+    config = {"configurable": {"thread_id": "thread_1"}}
+    context = {"user_id": "456"}
+    result = await remote_pregel.ainvoke({"input": "data"}, config, context=context)
+
+    assert result == {"result": "done"}
+    _, kwargs = mock_async_client.runs.stream.call_args
+    assert kwargs["context"] == {"user_id": "456"}
+
+
+def test_stream_context_dataclass():
+    """Test that a dataclass context is passed through to the SDK client."""
+
+    @dataclass
+    class MyContext:
+        model_name: str
+        user_id: str
+
+    mock_sync_client = MagicMock()
+    mock_sync_client.runs.stream.return_value = [
+        StreamPart(event="values", data={"chunk": "data1"}),
+    ]
+
+    remote_pregel = RemoteGraph(
+        "test_graph_id",
+        sync_client=mock_sync_client,
+    )
+
+    config = {"configurable": {"thread_id": "thread_1"}}
+    ctx = MyContext(model_name="anthropic", user_id="123")
+    list(
+        remote_pregel.stream(
+            {"input": "data"}, config, context=ctx, stream_mode="values"
+        )
+    )
+
+    _, kwargs = mock_sync_client.runs.stream.call_args
+    assert kwargs["context"] == ctx
+
+
+def test_stream_context_base_model():
+    """Test that a BaseModel context is passed through to the SDK client."""
+
+    class MyContext(BaseModel):
+        model_name: str
+        user_id: str
+
+    mock_sync_client = MagicMock()
+    mock_sync_client.runs.stream.return_value = [
+        StreamPart(event="values", data={"chunk": "data1"}),
+    ]
+
+    remote_pregel = RemoteGraph(
+        "test_graph_id",
+        sync_client=mock_sync_client,
+    )
+
+    config = {"configurable": {"thread_id": "thread_1"}}
+    ctx = MyContext(model_name="anthropic", user_id="123")
+    list(
+        remote_pregel.stream(
+            {"input": "data"}, config, context=ctx, stream_mode="values"
+        )
+    )
+
+    _, kwargs = mock_sync_client.runs.stream.call_args
+    assert kwargs["context"] == ctx
+
+
 @pytest.mark.skip(
     "Unskip this test to manually test the LangSmith Deployment integration"
 )

libs/langgraph/tests/test_retry.py

@@ -5,6 +5,7 @@ from typing_extensions import TypedDict
 
 from langgraph.graph import START, StateGraph
 from langgraph.pregel._retry import _checkpoint_ns_for_parent_command, _should_retry_on
+from langgraph.runtime import Runtime
 from langgraph.types import RetryPolicy
 
 
@@ -168,10 +169,15 @@ def test_graph_with_single_retry_policy():
         foo: str
 
     attempt_count = 0
+    attempt_numbers: list[int] = []
+    first_attempt_times: list[float | None] = []
 
-    def failing_node(state: State):
+    def failing_node(state: State, runtime: Runtime):
         nonlocal attempt_count
         attempt_count += 1
+        assert runtime.execution_info.node_attempt == attempt_count
+        attempt_numbers.append(runtime.execution_info.node_attempt)
+        first_attempt_times.append(runtime.execution_info.node_first_attempt_time)
         if attempt_count < 3:  # Fail the first two attempts
             raise ValueError("Intentional failure")
         return {"foo": "success"}
@@ -203,6 +209,11 @@ def test_graph_with_single_retry_policy():
 
     # Verify retry behavior
     assert attempt_count == 3  # The node should have been tried 3 times
+    assert attempt_numbers == [1, 2, 3]
+    assert len(first_attempt_times) == 3
+    assert first_attempt_times[0] is not None
+    assert first_attempt_times[1] == first_attempt_times[0]
+    assert first_attempt_times[2] == first_attempt_times[0]
     assert result["foo"] == "other_node"  # Final result should be from other_node
 
     # Verify the sleep intervals
@@ -210,6 +221,30 @@ def test_graph_with_single_retry_policy():
     assert call_args_list == [0.01, 0.02]
 
 
+def test_runtime_execution_info_defaults_without_retry():
+    """Test execution_info defaults when no retry and no config are provided."""
+
+    class State(TypedDict):
+        foo: str
+
+    captured = {}
+
+    def node(state: State, runtime: Runtime):
+        captured["node_attempt"] = runtime.execution_info.node_attempt
+        captured["node_first_attempt_time"] = (
+            runtime.execution_info.node_first_attempt_time
+        )
+        return {"foo": "ok"}
+
+    graph = StateGraph(State).add_node("node", node).add_edge(START, "node").compile()
+
+    result = graph.invoke({"foo": ""})
+
+    assert result["foo"] == "ok"
+    assert captured["node_attempt"] == 1
+    assert isinstance(captured["node_first_attempt_time"], float)
+
+
 def test_graph_with_jitter_retry_policy():
     """Test a graph with a RetryPolicy that uses jitter."""