simp

.github/ISSUE_TEMPLATE/bug-report.yml

@@ -8,8 +8,6 @@ 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:
@@ -39,16 +37,6 @@ 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/langgraph/
+    url: https://reference.langchain.com/python/
     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

@@ -1,21 +1,22 @@
-name: "\U0001F512 Privileged"
-description: You are a LangGraph maintainer. If not, check the other options.
+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.
 body:
   - type: markdown
     attributes:
       value: |
-        > **All contributions must be in English.** See the [language policy](https://docs.langchain.com/oss/python/contributing/overview#language-policy).
+        Thanks for your interest in LangGraph! 🚀
 
-        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.
+        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.
 
-        **Note:** Do not begin work on a PR unless explicitly assigned to this issue by a maintainer.
+        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.
   - 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.
+        - label: I am a LangGraph maintainer, or was asked directly by a LangGraph maintainer to create an issue here.
           required: true
   - type: textarea
     id: content
@@ -25,4 +26,4 @@ body:
   - type: markdown
     attributes:
       value: |
-        Please do not begin work on a PR unless explicitly assigned to this issue by a maintainer.
+        Community members should **NOT** work on Privileged issues unless these issues have been explicitly marked with a "help-wanted" tag.

.github/PULL_REQUEST_TEMPLATE.md

@@ -1,40 +1,31 @@
-Fixes #
+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.**
 
-<!-- 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 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.
 
-Read the full contributing guidelines: https://docs.langchain.com/oss/python/contributing/overview
+- [ ] **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!
 
-> **All contributions must be in English.** See the [language policy](https://docs.langchain.com/oss/python/contributing/overview#language-policy).
+- [ ] **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.
 
-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?
+- [ ] **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.
 
 Additional guidelines:
 
-  - 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/
+- 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.

.github/actions/uv_setup/action.yml

@@ -1,35 +0,0 @@
-# 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

@@ -3,186 +3,109 @@ updates:
   - package-ecosystem: "github-actions"
     directory: "/"
     schedule:
-      interval: "monthly"
+      interval: "weekly"
+      day: "monday"
     groups:
-      minor-and-patch:
+      all-dependencies:
         patterns:
           - "*"
-        update-types:
-          - "minor"
-          - "patch"
-      major:
-        patterns:
-          - "*"
-        update-types:
-          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/checkpoint"
     schedule:
-      interval: "monthly"
+      interval: "weekly"
+      day: "monday"
     groups:
-      minor-and-patch:
+      all-dependencies:
         patterns:
           - "*"
-        update-types:
-          - "minor"
-          - "patch"
-      major:
-        patterns:
-          - "*"
-        update-types:
-          - "major"
-
   - package-ecosystem: "uv"
     directory: "/libs/checkpoint-conformance"
     schedule:
-      interval: "monthly"
+      interval: "weekly"
+      day: "monday"
     groups:
-      minor-and-patch:
+      all-dependencies:
         patterns:
           - "*"
-        update-types:
-          - "minor"
-          - "patch"
-      major:
-        patterns:
-          - "*"
-        update-types:
-          - "major"
+
 
   - package-ecosystem: "uv"
     directory: "/libs/checkpoint-postgres"
     schedule:
-      interval: "monthly"
+      interval: "weekly"
+      day: "monday"
     groups:
-      minor-and-patch:
+      all-dependencies:
         patterns:
           - "*"
-        update-types:
-          - "minor"
-          - "patch"
-      major:
-        patterns:
-          - "*"
-        update-types:
-          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/checkpoint-sqlite"
     schedule:
-      interval: "monthly"
+      interval: "weekly"
+      day: "monday"
     groups:
-      minor-and-patch:
+      all-dependencies:
         patterns:
           - "*"
-        update-types:
-          - "minor"
-          - "patch"
-      major:
-        patterns:
-          - "*"
-        update-types:
-          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/cli"
     schedule:
-      interval: "monthly"
+      interval: "weekly"
+      day: "monday"
     groups:
-      minor-and-patch:
+      all-dependencies:
         patterns:
           - "*"
-        update-types:
-          - "minor"
-          - "patch"
-      major:
-        patterns:
-          - "*"
-        update-types:
-          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/langgraph"
     schedule:
-      interval: "monthly"
+      interval: "weekly"
+      day: "monday"
     groups:
-      minor-and-patch:
+      all-dependencies:
         patterns:
           - "*"
-        update-types:
-          - "minor"
-          - "patch"
-      major:
-        patterns:
-          - "*"
-        update-types:
-          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/prebuilt"
     schedule:
-      interval: "monthly"
+      interval: "weekly"
+      day: "monday"
     groups:
-      minor-and-patch:
+      all-dependencies:
         patterns:
           - "*"
-        update-types:
-          - "minor"
-          - "patch"
-      major:
-        patterns:
-          - "*"
-        update-types:
-          - "major"
 
   - package-ecosystem: "uv"
     directory: "/libs/sdk-py"
     schedule:
-      interval: "monthly"
+      interval: "weekly"
+      day: "monday"
     groups:
-      minor-and-patch:
+      all-dependencies:
         patterns:
           - "*"
-        update-types:
-          - "minor"
-          - "patch"
-      major:
-        patterns:
-          - "*"
-        update-types:
-          - "major"
 
   - package-ecosystem: "npm"
     directory: "/libs/cli/js-examples"
     schedule:
-      interval: "monthly"
+      interval: "weekly"
+      day: "monday"
     groups:
-      minor-and-patch:
+      all-dependencies:
         patterns:
           - "*"
-        update-types:
-          - "minor"
-          - "patch"
-      major:
-        patterns:
-          - "*"
-        update-types:
-          - "major"
 
   - package-ecosystem: "npm"
     directory: "/libs/cli/js-monorepo-example"
     schedule:
-      interval: "monthly"
+      interval: "weekly"
+      day: "monday"
     groups:
-      minor-and-patch:
+      all-dependencies:
         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="./langsmith.json")
+    parser.add_argument("-c", "--config", type=str, default="./langgraph.json")
     parser.add_argument("-p", "--port", type=int, default=DEFAULT_PORT)
     args = parser.parse_args()
     try:

.github/workflows/_integration_test.yml

@@ -41,16 +41,17 @@ jobs:
       - name: Get changed files
         id: changed-files
         if: github.event_name != 'workflow_dispatch'
-        uses: Ana06/get-changed-files@25f79e676e7ea1868813e21465014798211fad8c # v2.3.0
+        uses: Ana06/get-changed-files@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: ./.github/actions/uv_setup
+        uses: astral-sh/setup-uv@v7
         with:
           python-version: ${{ matrix.python-version }}
+          enable-cache: true
           cache-suffix: "cli-integration-test"
-          working-directory: libs/cli
+          ignore-nothing-to-cache: true
       - name: Install cli globally
         if: (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch')
         run: pip install -e .
@@ -83,13 +84,13 @@ 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/langsmith.json --build-command "yarn run turbo build" --install-command "yarn install"
+          langgraph build -t langgraph-test-f -c apps/agent/langgraph.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/langsmith.json
+          langgraph build -t langgraph-test-g -c apps/agent/langgraph.json
       - name: Test Python monorepo service
         if: ${{ (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch') &&matrix.example.name == 'A' && env.HAS_LANGSMITH_API_KEY == 'true' }}
         working-directory: libs/cli/python-monorepo-example
@@ -98,7 +99,7 @@ jobs:
         run: |
           cp apps/agent/.env.example apps/agent/.env
           echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> apps/agent/.env
-          timeout 60 python ../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-g -c apps/agent/langsmith.json
+          timeout 60 python ../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-g -c apps/agent/langgraph.json
 
       - name: Build prerelease reqs service
         if: ${{ (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch') &&matrix.example.name == 'A' }}
@@ -116,8 +117,8 @@ jobs:
           timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-h
           echo "Finished starting up langgraph-test-h"
           LANGGRAPH_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langgraph'); print(v);")
-          if [ "$LANGGRAPH_VERSION" != "1.1.2" ]; then
-            echo "LANGGRAPH_VERSION != 1.1.2; $LANGGRAPH_VERSION"
+          if [ "$LANGGRAPH_VERSION" != "1.0.8" ]; then
+            echo "LANGGRAPH_VERSION != 1.0.8; $LANGGRAPH_VERSION"
             exit 1
           fi
           LANGCHAIN_OPENAI_VERSION=$(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@25f79e676e7ea1868813e21465014798211fad8c # v2.3.0
+        uses: Ana06/get-changed-files@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: ./.github/actions/uv_setup
+        uses: astral-sh/setup-uv@v7
         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: ./.github/actions/uv_setup
+        uses: astral-sh/setup-uv@v7
         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@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4
+        uses: docker/login-action@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: ./.github/actions/uv_setup
+        uses: astral-sh/setup-uv@v7
         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@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4
+        uses: docker/login-action@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: ./.github/actions/uv_setup
+      - name: Set up Python $${ env.PYTHON_VERSION }}
+        uses: astral-sh/setup-uv@v7
         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@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # release/v1
+        uses: pypa/gh-action-pypi-publish@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: ./.github/actions/uv_setup
+        uses: astral-sh/setup-uv@v7
         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@25f79e676e7ea1868813e21465014798211fad8c # v2.3.0
+        uses: Ana06/get-changed-files@v2.3.0
         with:
           format: json
       - name: Set up Python 3.11
-        uses: ./.github/actions/uv_setup
+        uses: astral-sh/setup-uv@v7
         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@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4
+      - uses: dorny/paths-filter@v3
         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: ./.github/actions/uv_setup
+        uses: astral-sh/setup-uv@v7
         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@v5
+        uses: actions/deploy-pages@v4

.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@48f256284bd46cdaab1048c3721360e808335d50 # v6
+        uses: amannn/action-semantic-pull-request@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: ./.github/actions/uv_setup
+        uses: astral-sh/setup-uv@v7
         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.
@@ -173,11 +173,10 @@ jobs:
       #   used in the real world.
 
       - name: Set up Python
-        uses: ./.github/actions/uv_setup
+        uses: astral-sh/setup-uv@v7
         with:
           python-version: ${{ env.PYTHON_VERSION }}
-          enable-cache: false
-          working-directory: ${{ inputs.working-directory }}
+          enable-cache: true
 
       - name: Import published package
         shell: bash
@@ -264,11 +263,11 @@ jobs:
       - uses: actions/checkout@v6
 
       - name: Set up Python
-        uses: ./.github/actions/uv_setup
+        uses: astral-sh/setup-uv@v7
         with:
           python-version: ${{ env.PYTHON_VERSION }}
+          enable-cache: true
           cache-suffix: "release"
-          working-directory: ${{ inputs.working-directory }}
 
       - uses: actions/download-artifact@v8
         with:
@@ -276,7 +275,7 @@ jobs:
           path: ${{ inputs.working-directory }}/dist/
 
       - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # release/v1
+        uses: pypa/gh-action-pypi-publish@release/v1
         with:
           packages-dir: ${{ inputs.working-directory }}/dist/
           verbose: true
@@ -305,11 +304,11 @@ jobs:
       - uses: actions/checkout@v6
 
       - name: Set up Python
-        uses: ./.github/actions/uv_setup
+        uses: astral-sh/setup-uv@v7
         with:
           python-version: ${{ env.PYTHON_VERSION }}
+          enable-cache: true
           cache-suffix: "release"
-          working-directory: ${{ inputs.working-directory }}
 
       - uses: actions/download-artifact@v8
         with:
@@ -317,7 +316,7 @@ jobs:
           path: ${{ inputs.working-directory }}/dist/
 
       - name: Create Tag
-        uses: ncipollo/release-action@339a81892b84b4eeb0f6e744e4574d79d0d9b8dd # v1
+        uses: ncipollo/release-action@v1
         with:
           artifacts: "dist/*"
           token: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/require_issue_link.yml

@@ -1,419 +0,0 @@
-# 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

@@ -1,402 +0,0 @@
-# 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

@@ -1,173 +0,0 @@
-# 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

@@ -19,16 +19,18 @@ jobs:
       - uses: actions/checkout@v6
       
       - name: Set up uv
-        uses: ./.github/actions/uv_setup
+        uses: astral-sh/setup-uv@v7
         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@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8
+        uses: peter-evans/create-pull-request@v8
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
           commit-message: "chore(deps): upgrade dependencies with `uv lock --upgrade`"

.markdownlint.json

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

README.md

@@ -1,81 +1,93 @@
-<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>
-
-<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>
+<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>
+
+[![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)
 
 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.
 
-```bash
+## Get started
+
+Install LangGraph:
+
+```
 pip install -U langgraph
 ```
 
-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).
+Create a simple workflow:
 
-> [!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).
+```python
+from langgraph.graph import START, StateGraph
+from typing_extensions import TypedDict
 
-## Why use LangGraph?
 
-LangGraph provides low-level supporting infrastructure for *any* long-running, stateful workflow or agent:
+class State(TypedDict):
+    text: str
 
-- **[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.
+
+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).
 
 > [!TIP]
 > For developing, debugging, and deploying AI agents and LLM applications, see [LangSmith](https://docs.langchain.com/langsmith/home).
 
-## LangGraph ecosystem
+## Core 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.
+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:
 
-To improve your LLM application development, pair LangGraph with:
+- [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.
 
-- [Deep Agents](https://github.com/langchain-ai/deepagents) *(new!)* – Build agents that can plan, use subagents, and leverage file systems for complex tasks.
+## 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).
 - [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).
 
----
-
-## 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.
+> [!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).
 
 ## Additional resources
 
-- **[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.
-
----
+- [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.
 
 ## Acknowledgements
 

advanced-graph-examples/Makefile

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

advanced-graph-examples/README.md

@@ -0,0 +1,14 @@
+# 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

@@ -0,0 +1,36 @@
+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

@@ -0,0 +1,12 @@
+[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

@@ -0,0 +1,25 @@
+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

@@ -0,0 +1,377 @@
+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

@@ -0,0 +1,371 @@
+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

@@ -0,0 +1,89 @@
+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

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

langgraph-go/stategraph/state_graph.go

@@ -0,0 +1,320 @@
+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

@@ -0,0 +1,218 @@
+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

@@ -0,0 +1,204 @@
+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

@@ -0,0 +1,124 @@
+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

@@ -0,0 +1,54 @@
+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

@@ -0,0 +1,102 @@
+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

@@ -0,0 +1,135 @@
+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: ChannelVersions = {k: 1 for k in vals}
+        cv = {k: 1 for k in vals}
         cp["channel_versions"] = cv
     nv = new_versions
     if nv is None:

libs/checkpoint-conformance/uv.lock

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+version = "4.0.0"
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     { name = "ormsgpack" },
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 name = "requests"
-version = "2.33.0"
+version = "2.32.5"
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 dependencies = [
     { name = "certifi" },
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 [[package]]

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

@@ -164,11 +164,12 @@ class AsyncPostgresStore(AsyncBatchedBaseStore, BasePostgresStore[_ainternal.Con
         grouped_ops, num_ops = _group_ops(ops)
         results: list[Result] = [None] * num_ops
 
-        if self.pipe:
-            async with self.pipe:
-                await self._execute_batch(grouped_ops, results)
-        else:
-            await self._execute_batch(grouped_ops, results)
+        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)
 
         return results
 
@@ -409,10 +410,8 @@ class AsyncPostgresStore(AsyncBatchedBaseStore, BasePostgresStore[_ainternal.Con
         self,
         grouped_ops: dict,
         results: list[Result],
-        conn: AsyncConnection[DictRow] | None = None,
+        conn: AsyncConnection[DictRow],
     ) -> 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 = "3.0.5"
+version = "3.0.4"
 description = "Library with a Postgres implementation of LangGraph checkpoint saver."
 authors = []
 requires-python = ">=3.10"

libs/checkpoint-postgres/tests/test_async_store.py

@@ -20,7 +20,6 @@ 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,
@@ -347,59 +346,6 @@ 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 = [
 
 [[package]]
 name = "anyio"
-version = "4.13.0"
+version = "4.12.1"
 source = { registry = "https://pypi.org/simple" }
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     { name = "idna" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
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+    { url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c", size = 113592, upload-time = "2026-01-06T11:45:19.497Z" },
 ]
 
 [[package]]
@@ -307,7 +307,7 @@ test = [
 
 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.0.5"
+version = "3.0.4"
 source = { editable = "." }
 dependencies = [
     { name = "langgraph-checkpoint" },
@@ -1047,7 +1047,7 @@ wheels = [
 
 [[package]]
 name = "requests"
-version = "2.33.0"
+version = "2.32.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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 [[package]]

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

@@ -328,9 +328,6 @@ async def _run(
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 ) -> 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():
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@@ -338,9 +335,6 @@ async def _run(
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-                        # don't insert if the future is done (e.g. cancelled)
-                        if item[0].done():
-                            continue
                         items.append(item)
                 except asyncio.QueueEmpty:
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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: langsmith.json)
+  -c, --config FILE        Config file path (default: langgraph.json)
 ```
 
 ### `langgraph up` 🚀
@@ -64,7 +64,7 @@ langgraph dockerfile SAVE_PATH [OPTIONS]
 
 ## Configuration
 
-The CLI uses a `langsmith.json` configuration file with these key settings:
+The CLI uses a `langgraph.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==1.1.2"
+  "langgraph==1.0.8"
 ]

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==1.1.2"
+  "langgraph==1.0.8"
 ]
 
 [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==1.1.2",
+  "langgraph==1.0.0a2",
   "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 langsmith.json files
+This script creates a schema.json file that can be referenced in langgraph.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 langsmith.json files"
+        " to your langgraph.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": "^1.1.35",
-    "@langchain/langgraph": "^1.2.5"
+    "@langchain/core": "^1.1.31",
+    "@langchain/langgraph": "^1.2.1"
   },
   "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": "^8.57.1",
-    "@typescript-eslint/parser": "^8.57.1",
+    "@typescript-eslint/eslint-plugin": "^8.56.1",
+    "@typescript-eslint/parser": "^8.56.1",
     "dotenv": "^17.3.1",
-    "eslint": "^10.1.0",
+    "eslint": "^10.0.3",
     "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": "^30.3.0",
+    "jest": "^30.2.0",
     "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": "^1.1.35",
-    "@langchain/langgraph": "^1.2.5"
+    "@langchain/core": "^1.1.31",
+    "@langchain/langgraph": "^1.2.1"
   },
   "devDependencies": {
     "typescript": "^5.9.3"

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

@@ -17,18 +17,18 @@
     "lint": "eslint 'apps/**/*.ts' 'libs/**/*.ts'"
   },
   "devDependencies": {
-    "turbo": "^2.8.20",
+    "turbo": "^2.8.14",
     "typescript": "^5.9.3",
     "@tsconfig/recommended": "^1.0.13",
     "@eslint/eslintrc": "^3.3.5",
     "@eslint/js": "^10.0.1",
-    "eslint": "^10.1.0",
+    "eslint": "^10.0.3",
     "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": "^8.57.1",
-    "@typescript-eslint/parser": "^8.57.1",
+    "@typescript-eslint/eslint-plugin": "^8.56.1",
+    "@typescript-eslint/parser": "^8.56.1",
     "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@^0.5.3":
-  version "0.5.3"
-  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.5.3.tgz#721fe6bbb90d74b0c80d6ff2428e5bbcb002becb"
-  integrity sha512-lzGN0onllOZCGroKJmRwY6QcEHxbjBw1gwB8SgRSqK8YbbtEXMvKynsXc3553ckIEBxsbMBU7oOZXKIPGZNeZw==
+"@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==
   dependencies:
-    "@eslint/core" "^1.1.1"
+    "@eslint/core" "^1.1.0"
 
-"@eslint/core@^1.1.1":
+"@eslint/core@^1.1.0", "@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@^1.1.35":
-  version "1.1.35"
-  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.35.tgz#4c681cc9af3d59d139f6272768dd30361dccd518"
-  integrity sha512-TM0idLSAx17IEMqEIN7F8MDdXpN53p4A4vhhjZxf7LedwShB/8Zx1F5D5Nq1Bbn0zh9QDzSHpWyfCrTtggKf7g==
+"@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==
   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@^1.0.1":
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-1.0.1.tgz#0ee5bdfeb9878d8d1d99347f23e199e5afd52995"
-  integrity sha512-HM0cJLRpIsSlWBQ/xuDC67l52SqZ62Bh2Y61DX+Xorqwoh5e1KxYvfCD7GnSTbWWhjBOutvnR0vPhu4orFkZfw==
+"@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==
   dependencies:
     uuid "^10.0.0"
 
-"@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==
+"@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==
   dependencies:
     "@types/json-schema" "^7.0.15"
     p-queue "^9.0.1"
     p-retry "^7.1.1"
     uuid "^13.0.0"
 
-"@langchain/langgraph@^1.2.5":
-  version "1.2.5"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.2.5.tgz#f4285b77baee945092795c2989bdd6589dc5b142"
-  integrity sha512-O/ROF1oaXN7VK6+WTpXsDvJp7L+YyTOHa9rt3L85jrvwxBqQQRIlRLOWT8ehB/ywE3M1K7WAWOAXbmorCYzviQ==
+"@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==
   dependencies:
-    "@langchain/langgraph-checkpoint" "^1.0.1"
-    "@langchain/langgraph-sdk" "~1.8.0"
+    "@langchain/langgraph-checkpoint" "^1.0.0"
+    "@langchain/langgraph-sdk" "~1.6.5"
     "@standard-schema/spec" "1.1.0"
     uuid "^10.0.0"
 
@@ -167,36 +167,6 @@
   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"
@@ -222,100 +192,100 @@
   resolved "https://registry.yarnpkg.com/@types/uuid/-/uuid-10.0.0.tgz#e9c07fe50da0f53dc24970cca94d619ff03f6f6d"
   integrity sha512-7gqG38EyHgyP1S+7+xomFtL+ZNHcKv6DwNaCZmJmo1vgMugyF3TCnXVg4t1uk89mLNwnLtnY3TpOpCOyp1/xHQ==
 
-"@typescript-eslint/eslint-plugin@^8.57.1":
-  version "8.57.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.57.1.tgz#ddfdfb30f8b5ccee7f3c21798b377c51370edd55"
-  integrity sha512-Gn3aqnvNl4NGc6x3/Bqk1AOn0thyTU9bqDRhiRnUWezgvr2OnhYCWCgC8zXXRVqBsIL1pSDt7T9nJUe0oM0kDQ==
+"@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==
   dependencies:
     "@eslint-community/regexpp" "^4.12.2"
-    "@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"
+    "@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"
     ignore "^7.0.5"
     natural-compare "^1.4.0"
     ts-api-utils "^2.4.0"
 
-"@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==
+"@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==
   dependencies:
-    "@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"
+    "@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"
     debug "^4.4.3"
 
-"@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==
+"@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==
   dependencies:
-    "@typescript-eslint/tsconfig-utils" "^8.57.1"
-    "@typescript-eslint/types" "^8.57.1"
+    "@typescript-eslint/tsconfig-utils" "^8.56.1"
+    "@typescript-eslint/types" "^8.56.1"
     debug "^4.4.3"
 
-"@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==
+"@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==
   dependencies:
-    "@typescript-eslint/types" "8.57.1"
-    "@typescript-eslint/visitor-keys" "8.57.1"
+    "@typescript-eslint/types" "8.56.1"
+    "@typescript-eslint/visitor-keys" "8.56.1"
 
-"@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/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/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==
+"@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==
   dependencies:
-    "@typescript-eslint/types" "8.57.1"
-    "@typescript-eslint/typescript-estree" "8.57.1"
-    "@typescript-eslint/utils" "8.57.1"
+    "@typescript-eslint/types" "8.56.1"
+    "@typescript-eslint/typescript-estree" "8.56.1"
+    "@typescript-eslint/utils" "8.56.1"
     debug "^4.4.3"
     ts-api-utils "^2.4.0"
 
-"@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/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/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==
+"@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==
   dependencies:
-    "@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"
+    "@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"
     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@8.57.1":
-  version "8.57.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.57.1.tgz#e40f5a7fcff02fd24092a7b52bd6ec029fb50465"
-  integrity sha512-XUNSJ/lEVFttPMMoDVA2r2bwrl8/oPx8cURtczkSEswY5T3AeLmCy+EKWQNdL4u0MmAHOjcWrqJp2cdvgjn8dQ==
+"@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==
   dependencies:
     "@eslint-community/eslint-utils" "^4.9.1"
-    "@typescript-eslint/scope-manager" "8.57.1"
-    "@typescript-eslint/types" "8.57.1"
-    "@typescript-eslint/typescript-estree" "8.57.1"
+    "@typescript-eslint/scope-manager" "8.56.1"
+    "@typescript-eslint/types" "8.56.1"
+    "@typescript-eslint/typescript-estree" "8.56.1"
 
-"@typescript-eslint/visitor-keys@8.57.1":
-  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==
+"@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==
   dependencies:
-    "@typescript-eslint/types" "8.57.1"
+    "@typescript-eslint/types" "8.56.1"
     eslint-visitor-keys "^5.0.0"
 
 acorn-jsx@^5.3.2:
@@ -826,15 +796,15 @@ 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@^10.1.0:
-  version "10.1.0"
-  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.1.0.tgz#9ca98e654e642ab2e1af6d1e9d8613857ac341b4"
-  integrity sha512-S9jlY/ELKEUwwQnqWDO+f+m6sercqOPSqXM5Go94l7DOmxHVDgmSFGWEzeE/gwgTAr0W103BWt0QLe/7mabIvA==
+eslint@^10.0.3:
+  version "10.0.3"
+  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.0.3.tgz#360a7de7f2706eb8a32caa17ca983f0089efe694"
+  integrity sha512-COV33RzXZkqhG9P2rZCFl9ZmJ7WL+gQSCRzE7RhkbclbQPtLAWReL7ysA0Sh4c8Im2U9ynybdR56PV0XcKvqaQ==
   dependencies:
     "@eslint-community/eslint-utils" "^4.8.0"
     "@eslint-community/regexpp" "^4.12.2"
     "@eslint/config-array" "^0.23.3"
-    "@eslint/config-helpers" "^0.5.3"
+    "@eslint/config-helpers" "^0.5.2"
     "@eslint/core" "^1.1.1"
     "@eslint/plugin-kit" "^0.6.1"
     "@humanfs/node" "^0.16.6"
@@ -847,7 +817,7 @@ eslint@^10.1.0:
     escape-string-regexp "^4.0.0"
     eslint-scope "^9.1.2"
     eslint-visitor-keys "^5.0.1"
-    espree "^11.2.0"
+    espree "^11.1.1"
     esquery "^1.7.0"
     esutils "^2.0.2"
     fast-deep-equal "^3.1.3"
@@ -871,10 +841,10 @@ espree@^10.0.1:
     acorn-jsx "^5.3.2"
     eslint-visitor-keys "^4.2.1"
 
-espree@^11.2.0:
-  version "11.2.0"
-  resolved "https://registry.yarnpkg.com/espree/-/espree-11.2.0.tgz#01d5e47dc332aaba3059008362454a8cc34ccaa5"
-  integrity sha512-7p3DrVEIopW1B1avAGLuCSh1jubc01H2JHc8B4qqGblmg5gI9yumBgACjWo4JlIc04ufug4xJ3SQI8HkS/Rgzw==
+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==
   dependencies:
     acorn "^8.16.0"
     acorn-jsx "^5.3.2"
@@ -963,9 +933,9 @@ flat-cache@^4.0.0:
     keyv "^4.5.4"
 
 flatted@^3.2.9:
-  version "3.4.2"
-  resolved "https://registry.yarnpkg.com/flatted/-/flatted-3.4.2.tgz#f5c23c107f0f37de8dbdf24f13722b3b98d52726"
-  integrity sha512-PjDse7RzhcPkIJwy5t7KPWQSZ9cAbzQXcafsetQoD7sOJRQlGikNbx7yZp2OotDnJyrDcbyRq3Ttb18iYOqkxA==
+  version "3.3.3"
+  resolved "https://registry.yarnpkg.com/flatted/-/flatted-3.3.3.tgz#67c8fad95454a7c7abebf74bb78ee74a44023358"
+  integrity sha512-GX+ysw4PBCz0PzosHDepZGANEuFCMLrnRTiEy9McGjmkCQYwRq4A/X786G/fjM/+OjsWSU1ZrY5qyARZmO/uwg==
 
 for-each@^0.3.3, for-each@^0.3.5:
   version "0.3.5"
@@ -1880,17 +1850,47 @@ tsconfig-paths@^3.15.0:
     minimist "^1.2.6"
     strip-bom "^3.0.0"
 
-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==
+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==
   optionalDependencies:
-    "@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"
+    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"
 
 type-check@^0.4.0, type-check@~0.4.0:
   version "0.4.0"

libs/cli/langgraph_cli/__init__.py

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

libs/cli/langgraph_cli/cli.py

@@ -13,7 +13,6 @@ import tempfile
 import time
 from collections.abc import Callable, Sequence
 from contextlib import contextmanager
-from datetime import datetime, timezone
 
 import click
 import click.exceptions
@@ -24,18 +23,13 @@ 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, LEGACY_CONFIG
+from langgraph_cli.constants import DEFAULT_CONFIG, DEFAULT_PORT
 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 (
-    format_deployments_table,
-    format_revisions_table,
-    warn_non_wolfi_distro,
-)
+from langgraph_cli.util import warn_non_wolfi_distro
 from langgraph_cli.version import __version__
 
 RESERVED_ENV_VARS = frozenset(
@@ -97,7 +91,7 @@ _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 langsmith.json 'env' field or a .env fallback."""
+    """Resolve env vars from langgraph.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:
@@ -106,7 +100,7 @@ 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 langsmith.json not found.",
+                f"Warning: env file '{env_field}' specified in langgraph.json not found.",
                 fg="yellow",
             )
             return {}
@@ -157,47 +151,6 @@ 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",
@@ -230,7 +183,7 @@ OPT_CONFIG = click.option(
 
     \b
     Example:
-        langgraph up -c langsmith.json
+        langgraph up -c langgraph.json
 
     \b
     Example:
@@ -261,16 +214,14 @@ OPT_CONFIG = click.option(
         }
     }
 
-    Defaults to looking for langsmith.json in the current directory. Also accepts the legacy langgraph.json.""",
+    Defaults to looking for langgraph.json in the current directory.""",
     default=DEFAULT_CONFIG,
-    callback=_resolve_config,
-    is_eager=True,
     type=click.Path(
-        exists=False,
+        exists=True,
         file_okay=True,
         dir_okay=False,
-        resolve_path=False,
-        path_type=str,
+        resolve_path=True,
+        path_type=pathlib.Path,
     ),
 )
 OPT_PORT = click.option(
@@ -336,33 +287,6 @@ 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"]),
@@ -371,84 +295,7 @@ OPT_ENGINE_RUNTIME_MODE = click.option(
 )
 
 
-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.group()
 @click.version_option(version=__version__, prog_name="LangGraph CLI")
 def cli():
     pass
@@ -688,7 +535,7 @@ def _build(
 )
 @click.option(
     "--build-command",
-    help="Custom build command to run from the langsmith.json directory. If not provided, uses default build process.",
+    help="Custom build command to run from the langgraph.json directory. If not provided, uses default build process.",
 )
 @click.argument("docker_build_args", nargs=-1, type=click.UNPROCESSED)
 @cli.command(
@@ -746,138 +593,84 @@ def build(
         )
 
 
-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,
+@click.option(
+    "--api-key",
+    envvar="LANGGRAPH_HOST_API_KEY",
     help=(
-        "[Beta] Build and deploy a LangGraph image to LangSmith Deployment.\n\n"
+        "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"
         "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 langsmith.json "
+        "Run from the root of your LangGraph project (where langgraph.json "
         "is located). This command also accepts build flags (--base-image, "
-        "--config, --pull, etc.). See 'langgraph build --help' for details."
+        "--pull, etc.). See 'langgraph build --help' for details."
     ),
-    context_settings=dict(ignore_unknown_options=True, allow_extra_args=True),
-    invoke_without_command=True,  # allow `deploy` click group to execute without command
+    context_settings=dict(ignore_unknown_options=True),
 )
-@_deploy_base_options(include_docker_args=False, validate_config_path=False)
-@click.pass_context
 @log_command
-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(
+def deploy(
     config: pathlib.Path,
     pull: bool,
     verbose: bool,
@@ -888,7 +681,7 @@ def _deploy(
     deployment_type: str,
     name: str | None,
     image_name: str | None,
-    tag: str,
+    image_tag: str,
     base_image: str | None,
     install_command: str | None,
     build_command: str | None,
@@ -905,6 +698,15 @@ 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:
@@ -941,21 +743,55 @@ def _deploy(
         def log_step(message: str) -> None:
             click.secho(message, fg="cyan")
 
-        client = _create_host_backend_client(host_url, api_key, env_vars=env_vars)
+        client = HostBackendClient(host_url, api_key)
         step = 1
         needs_creation = False
 
         if deployment_id:
             log_step(f"{step}. Using deployment {deployment_id}")
-            _call_host_backend_with_optional_tenant(
-                client, lambda c: c.get_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
             step += 1
         else:
             log_step(f"{step}. Looking up deployment '{name}'")
-            existing = _call_host_backend_with_optional_tenant(
-                client, lambda c: c.list_deployments(name_contains=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
             found_id = None
             if isinstance(existing, dict):
                 for dep in existing.get("resources", []):
@@ -1069,7 +905,7 @@ 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(tag)
+        tag_value = _normalize_image_tag(image_tag)
         remote_image = f"{normalized_registry}/{repo_name}:{tag_value}"
 
         registry_host = normalized_registry.split("/")[0]
@@ -1209,180 +1045,11 @@ def _deploy(
                 )
             else:
                 click.secho(
-                    "   Check status in the LangSmith Deployment dashboard.",
+                    "   Check status in the LangSmith Deployments 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.
 
@@ -1409,180 +1076,6 @@ 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.
 
@@ -1786,12 +1279,9 @@ def dockerfile(
 )
 @click.option(
     "--config",
-    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.",
+    type=click.Path(exists=True),
+    default="langgraph.json",
+    help="Path to configuration file declaring dependencies, graphs and environment variables",
 )
 @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. `langsmith.json`).
+        config_path: The path to the config file (e.g. `langgraph.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 langsmith.json directory."""
+    """Calculate the relative path from build context to langgraph.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 langsmith.json file, "
+            f"Please run the command from a directory that contains your langgraph.json file, "
         ) from None
 
 

libs/cli/langgraph_cli/constants.py

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

libs/cli/langgraph_cli/helpers.py

@@ -1,59 +0,0 @@
-"""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

@@ -19,12 +19,7 @@ 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)
@@ -35,6 +30,7 @@ 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,
@@ -43,14 +39,10 @@ class HostBackendClient:
         )
 
     def _request(
-        self,
-        method: str,
-        path: str,
-        payload: dict[str, Any] | None = None,
-        params: dict[str, Any] | None = None,
+        self, method: str, path: str, payload: dict[str, Any] | None = None
     ) -> Any:
         try:
-            resp = self._client.request(method, path, json=payload, params=params)
+            resp = self._client.request(method, path, json=payload)
             resp.raise_for_status()
         except httpx.HTTPStatusError as err:
             detail = err.response.text or str(err.response.status_code)
@@ -73,19 +65,12 @@ 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",
-            "/v2/deployments",
-            params={"name_contains": name_contains},
-        )
+    def list_deployments(self, name_contains: str) -> dict[str, Any]:
+        return self._request("GET", f"/v2/deployments?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",
@@ -120,24 +105,3 @@ 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

@@ -8,20 +8,31 @@ 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
@@ -67,25 +78,19 @@ def _choose_template() -> str:
         click.secho("❌ Invalid choice. Please try again.", fg="red")
         return _choose_template()
 
-    template_info = TEMPLATES[selected_template]
-    available_langs = [lang for lang in ("python", "js") if lang in template_info]
-
+    # Prompt the user to choose between Python or JS/TS version
     click.secho(
-        f"\nYou selected: {selected_template} - {template_info['description']}",
+        f"\nYou selected: {selected_template} - {TEMPLATES[selected_template]['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 template_info["python"]
+        return TEMPLATES[selected_template]["python"]
     elif version_choice == 2:
-        return template_info["js"]
+        return TEMPLATES[selected_template]["js"]
     else:
         click.secho("❌ Invalid choice. Please try again.", fg="red")
         return _choose_template()
@@ -125,6 +130,37 @@ 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

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

@@ -9,7 +9,6 @@ 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
@@ -50,7 +49,7 @@ 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 / "langsmith.json"
+    config_path = pathlib.Path(__file__).parent / "langgraph.json"
     config = validate_config(
         Config(dependencies=[".", "../../.."], graphs={"agent": "agent.py:graph"})
     )
@@ -159,7 +158,7 @@ services:
         
         develop:
             watch:
-                - path: langsmith.json
+                - path: langgraph.json
                   action: rebuild
                 - path: .
                   action: rebuild
@@ -172,7 +171,7 @@ 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 / "langsmith.json"
+    config_path = pathlib.Path(__file__).parent / "langgraph.json"
     config = validate_config(
         Config(dependencies=[".", "../../.."], graphs={"agent": "agent.py:graph"})
     )
@@ -263,7 +262,7 @@ services:
         
         develop:
             watch:
-                - path: langsmith.json
+                - path: langgraph.json
                   action: rebuild
                 - path: .
                   action: rebuild
@@ -288,374 +287,6 @@ 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()
@@ -1136,7 +767,7 @@ 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 / "langsmith.json"
+    config_path = pathlib.Path(__file__).parent / "langgraph.json"
     config = validate_config(
         Config(dependencies=["."], graphs={"agent": "agent.py:graph"})
     )
@@ -1169,7 +800,7 @@ 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 / "langsmith.json"
+    config_path = pathlib.Path(__file__).parent / "langgraph.json"
     config = validate_config(
         Config(dependencies=["."], graphs={"agent": "agent.py:graph"})
     )
@@ -1298,7 +929,7 @@ 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 / "langsmith.json"
+    config_path = pathlib.Path(__file__).parent / "langgraph.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 / "langsmith.json"
+        config_path = tmpdir_path / "langgraph.json"
 
         node_config = {"node_version": "20", "graphs": {"agent": "./agent.js:graph"}}
         with open(config_path, "w") as f:
@@ -1784,9 +1784,7 @@ 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

@@ -3,17 +3,14 @@ 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:
@@ -85,7 +82,7 @@ class TestNormalizeImageTag:
 
 class TestParseEnvFromConfig:
     def test_env_dict(self, tmp_path):
-        config_path = tmp_path / "langsmith.json"
+        config_path = tmp_path / "langgraph.json"
         config_path.touch()
         result = _parse_env_from_config({"env": {"FOO": "bar", "NUM": 42}}, config_path)
         assert result == {"FOO": "bar", "NUM": "42"}
@@ -93,7 +90,7 @@ 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 / "langsmith.json"
+        config_path = tmp_path / "langgraph.json"
         config_path.touch()
         result = _parse_env_from_config({"env": "my.env"}, config_path)
         assert result == {"KEY1": "val1", "KEY2": "val2"}
@@ -102,7 +99,7 @@ class TestParseEnvFromConfig:
         env_file = tmp_path / ".env"
         env_file.write_text("DEFAULT_KEY=default_val\n")
         monkeypatch.chdir(tmp_path)
-        config_path = tmp_path / "langsmith.json"
+        config_path = tmp_path / "langgraph.json"
         config_path.touch()
         result = _parse_env_from_config({}, config_path)
         assert result == {"DEFAULT_KEY": "default_val"}
@@ -112,14 +109,14 @@ class TestParseEnvFromConfig:
         env_file = tmp_path / ".env"
         env_file.write_text("MY_KEY=my_val\n")
         monkeypatch.chdir(tmp_path)
-        config_path = tmp_path / "langsmith.json"
+        config_path = tmp_path / "langgraph.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 / "langsmith.json"
+        config_path = tmp_path / "langgraph.json"
         config_path.touch()
         result = _parse_env_from_config({}, config_path)
         assert result == {}
@@ -128,99 +125,10 @@ 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 / "langsmith.json"
+        config_path = tmp_path / "langgraph.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

@@ -135,28 +135,6 @@ 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}
@@ -182,41 +160,3 @@ 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

@@ -1,58 +0,0 @@
-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

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

@@ -992,6 +992,7 @@ 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]
@@ -1088,15 +1089,15 @@ wheels = [
 
 [[package]]
 name = "langgraph-sdk"
-version = "0.3.12"
+version = "0.3.9"
 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/fd/a1/012f0e0f5c9fd26f92bdc9d244756ad673c428230156ef668e6ec7c18cee/langgraph_sdk-0.3.12.tar.gz", hash = "sha256:c9c9ec22b3c0fcd352e2b8f32a815164f69446b8648ca22606329f4ff4c59a71", size = 194932, upload-time = "2026-03-18T22:15:54.592Z" }
+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" }
 wheels = [
-    { 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" },
+    { url = "https://files.pythonhosted.org/packages/6a/4c/7a7510260fbda788efd13bf4650d3e7d80988118441ac811ec78e0aa03ac/langgraph_sdk-0.3.9-py3-none-any.whl", hash = "sha256:94654294250c920789b6ed0d8a70c0117fed5736b61efc24ff647157359453c5", size = 90511, upload-time = "2026-02-24T18:39:02.012Z" },
 ]
 
 [[package]]
@@ -1796,11 +1797,11 @@ wheels = [
 
 [[package]]
 name = "pyjwt"
-version = "2.12.0"
+version = "2.11.0"
 source = { registry = "https://pypi.org/simple" }
-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" }
+sdist = { url = "https://files.pythonhosted.org/packages/5c/5a/b46fa56bf322901eee5b0454a34343cdbdae202cd421775a8ee4e42fd519/pyjwt-2.11.0.tar.gz", hash = "sha256:35f95c1f0fbe5d5ba6e43f00271c275f7a1a4db1dab27bf708073b75318ea623", size = 98019, upload-time = "2026-01-30T19:59:55.694Z" }
 wheels = [
-    { 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" },
+    { url = "https://files.pythonhosted.org/packages/6f/01/c26ce75ba460d5cd503da9e13b21a33804d38c2165dec7b716d06b13010c/pyjwt-2.11.0-py3-none-any.whl", hash = "sha256:94a6bde30eb5c8e04fee991062b534071fd1439ef58d2adc9ccb823e7bcd0469", size = 28224, upload-time = "2026-01-30T19:59:54.539Z" },
 ]
 
 [[package]]
@@ -2026,27 +2027,27 @@ wheels = [
 
 [[package]]
 name = "ruff"
-version = "0.15.7"
+version = "0.15.5"
 source = { registry = "https://pypi.org/simple" }
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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/langsmith.json --no-browser & echo "$$!" > .devserver.pid
+	LOG_LEVEL=warning uv run langgraph dev --config tests/example_app/langgraph.json --no-browser & echo "$$!" > .devserver.pid
 	@echo "Dev server started."
 
 stop-dev-server:

libs/langgraph/langgraph/pregel/_loop.py

@@ -647,24 +647,13 @@ 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.
-        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)
-            )
+        # 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)
         ):
             self.checkpoint_pending_writes = [
                 w for w in self.checkpoint_pending_writes if w[1] != RESUME
@@ -1138,15 +1127,9 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
     def __enter__(self) -> Self:
         if not self.checkpointer:
             saved = None
-        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.
+        elif self.is_nested and (
+            replay_state := self.config[CONF].get(CONFIG_KEY_REPLAY_STATE)
+        ):
             saved = replay_state.get_checkpoint(
                 self.config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, ""),
                 self.checkpointer,
@@ -1158,7 +1141,9 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
             self.config[CONF].pop(CONFIG_KEY_RESUMING, None)
         else:
             # Normal case: fetch the most recent checkpoint for this
-            # graph/thread. Returns None on first invocation.
+            # 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).
             saved = self.checkpointer.get_tuple(self.checkpoint_config)
 
         if saved is None:
@@ -1337,15 +1322,9 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
     async def __aenter__(self) -> Self:
         if not self.checkpointer:
             saved = None
-        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.
+        elif self.is_nested and (
+            replay_state := self.config[CONF].get(CONFIG_KEY_REPLAY_STATE)
+        ):
             saved = await replay_state.aget_checkpoint(
                 self.config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, ""),
                 self.checkpointer,
@@ -1357,7 +1336,9 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
             self.config[CONF].pop(CONFIG_KEY_RESUMING, None)
         else:
             # Normal case: fetch the most recent checkpoint for this
-            # graph/thread. Returns None on first invocation.
+            # 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).
             saved = await self.checkpointer.aget_tuple(self.checkpoint_config)
 
         if saved is None:

libs/langgraph/langgraph/pregel/_retry.py

@@ -14,11 +14,9 @@ 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__)
@@ -62,33 +60,10 @@ 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()
@@ -127,7 +102,7 @@ def run_with_retry(
             if not matching_policy:
                 raise
 
-            # attempts tracks failed tries only; it increments after a failure.
+            # increment attempts
             attempts += 1
             # check if we should give up
             if attempts >= matching_policy.max_attempts:
@@ -166,38 +141,15 @@ 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()
@@ -242,8 +194,7 @@ async def arun_with_retry(
             if not matching_policy:
                 raise
 
-            # attempts tracks failed tries only; it increments after a failure.
-            # The next execution's node_attempt is derived as attempts + 1.
+            # increment attempts
             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, ExecutionInfo, Runtime
+from langgraph.runtime import DEFAULT_RUNTIME, 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[StateT, OutputT]]: ...
+    ) -> Iterator[StreamPart[OutputT, StateT]]: ...
 
     @overload
     def stream(
@@ -2648,7 +2648,6 @@ 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)
@@ -2788,7 +2787,7 @@ class Pregel(
         debug: bool | None = None,
         version: Literal["v2"],
         **kwargs: Unpack[DeprecatedKwargs],
-    ) -> AsyncIterator[StreamPart[StateT, OutputT]]: ...
+    ) -> AsyncIterator[StreamPart[OutputT, StateT]]: ...
 
     @overload
     def astream(
@@ -3015,7 +3014,6 @@ 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)
@@ -3196,7 +3194,7 @@ class Pregel(
         durability: Durability | None = None,
         version: Literal["v2"],
         **kwargs: Any,
-    ) -> list[StreamPart[StateT, OutputT]]: ...
+    ) -> list[StreamPart[OutputT, StateT]]: ...
 
     @overload
     def invoke(
@@ -3366,7 +3364,7 @@ class Pregel(
         durability: Durability | None = None,
         version: Literal["v2"],
         **kwargs: Any,
-    ) -> list[StreamPart[StateT, OutputT]]: ...
+    ) -> list[StreamPart[OutputT, StateT]]: ...
 
     @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[StateT, OutputT]]: ...
+    ) -> Iterator[StreamPart[OutputT, StateT]]: ...
 
     @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[StateT, OutputT]]: ...
+    ) -> AsyncIterator[StreamPart[OutputT, StateT]]: ...
 
     @overload
     @abstractmethod

libs/langgraph/langgraph/pregel/remote.py

@@ -31,7 +31,6 @@ from langgraph_sdk.client import (
 )
 from langgraph_sdk.schema import (
     Checkpoint,
-    Context,
     QueryParamTypes,
     ThreadState,
 )
@@ -692,7 +691,6 @@ 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,
@@ -709,7 +707,6 @@ 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,
@@ -725,7 +722,6 @@ 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,
@@ -738,7 +734,7 @@ class RemoteGraph(PregelProtocol):
         """Create a run and stream the results.
 
         This method calls `POST /threads/{thread_id}/runs/stream` if a `thread_id`
-        is specified in the `configurable` field of the config or
+        is speciffed in the `configurable` field of the config or
         `POST /runs/stream` otherwise.
 
         Args:
@@ -773,7 +769,6 @@ class RemoteGraph(PregelProtocol):
             input=input,
             command=command,
             config=sanitized_config,
-            context=context,
             stream_mode=stream_modes,
             interrupt_before=interrupt_before,
             interrupt_after=interrupt_after,
@@ -847,7 +842,6 @@ 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,
@@ -864,7 +858,6 @@ 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,
@@ -880,7 +873,6 @@ 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,
@@ -893,7 +885,7 @@ class RemoteGraph(PregelProtocol):
         """Create a run and stream the results.
 
         This method calls `POST /threads/{thread_id}/runs/stream` if a `thread_id`
-        is specified in the `configurable` field of the config or
+        is speciffed in the `configurable` field of the config or
         `POST /runs/stream` otherwise.
 
         Args:
@@ -928,7 +920,6 @@ class RemoteGraph(PregelProtocol):
             input=input,
             command=command,
             config=sanitized_config,
-            context=context,
             stream_mode=stream_modes,
             interrupt_before=interrupt_before,
             interrupt_after=interrupt_after,
@@ -1018,7 +1009,6 @@ 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,
@@ -1033,7 +1023,6 @@ 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,
@@ -1047,7 +1036,6 @@ 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,
@@ -1073,7 +1061,6 @@ 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,
@@ -1100,7 +1087,6 @@ 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,
@@ -1115,7 +1101,6 @@ 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,
@@ -1129,7 +1114,6 @@ 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,
@@ -1155,7 +1139,6 @@ 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, NamedTuple, cast
+from typing import Any, Generic, cast
 
 from langgraph.store.base import BaseStore
 from typing_extensions import TypedDict, Unpack
@@ -11,21 +11,7 @@ from langgraph.config import get_config
 from langgraph.types import _DC_KWARGS, StreamWriter
 from langgraph.typing import ContextT
 
-__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)
+__all__ = ("Runtime", "get_runtime")
 
 
 def _no_op_stream_writer(_: Any) -> None: ...
@@ -36,7 +22,6 @@ class _RuntimeOverrides(TypedDict, Generic[ContextT], total=False):
     store: BaseStore | None
     stream_writer: StreamWriter
     previous: Any
-    execution_info: ExecutionInfo
 
 
 @dataclass(**_DC_KWARGS)
@@ -44,7 +29,7 @@ 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`, `previous`, and `execution_info`.
+    `context`, `store`, `stream_writer`, and `previous`.
 
     !!! note "Accessing `config`"
 
@@ -130,9 +115,6 @@ 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.
 
@@ -145,7 +127,6 @@ 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(
@@ -154,20 +135,12 @@ 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=(StateT, OutputT),
+    type_params=(OutputT, StateT),
 )
 """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 = "1.1.3"
+version = "1.1.0"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"

libs/langgraph/tests/test_large_cases.py

@@ -1396,10 +1396,8 @@ 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",
             },
         ),
         (
@@ -1458,10 +1456,8 @@ 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",
             },
         ),
     ]
@@ -1509,10 +1505,8 @@ 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",
             },
         ),
     ]
@@ -6881,10 +6875,8 @@ 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",
                 },
             ),
         ),
@@ -6909,10 +6901,8 @@ 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",
                 },
             ),
         ),
@@ -6946,10 +6936,8 @@ 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

@@ -1147,10 +1147,8 @@ 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",
             },
         ),
         (
@@ -1209,10 +1207,8 @@ 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",
             },
         ),
     ]
@@ -1260,10 +1256,8 @@ 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",
             },
         ),
     ]
@@ -3978,10 +3972,8 @@ 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",
                 },
             ),
         ),
@@ -4006,10 +3998,8 @@ 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",
                 },
             ),
         ),
@@ -4043,10 +4033,8 @@ 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

@@ -6891,10 +6891,8 @@ 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

@@ -7541,10 +7541,8 @@ 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

@@ -1,6 +1,5 @@
 import re
 import sys
-from dataclasses import dataclass
 from typing import Annotated
 from unittest.mock import AsyncMock, MagicMock
 
@@ -11,7 +10,6 @@ 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
@@ -910,188 +908,6 @@ 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

@@ -5,7 +5,6 @@ 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
 
 
@@ -169,15 +168,10 @@ 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, runtime: Runtime):
+    def failing_node(state: State):
         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"}
@@ -209,11 +203,6 @@ 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
@@ -221,30 +210,6 @@ 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."""