ci: test all 4 Python versions on PRs

Run 3.10, 3.11, 3.12, 3.13 on every PR — we need to catch version-specific breakage before merge. Removes the configure job since the matrix is now static. Still 16 jobs (4×4) vs 32.
ci: drop artifact approach, use setup-uv caching directly
2026-02-25 23:38:14 +00:00 · 2026-02-25 16:33:19 -06:00 · 2026-02-25 16:23:45 -06:00 · 2026-02-25 16:15:37 -06:00 · 2026-02-25 16:14:38 -06:00 · 2026-02-25 15:37:21 -06:00
18 changed files with 2085 additions and 1372 deletions
--- a/.github/workflows/build-uv-cache.yml
+++ b/.github/workflows/build-uv-cache.yml
@@ -25,24 +25,12 @@ jobs:
      - name: Checkout repository
        uses: actions/checkout@v4

-      - name: Install uv
+      - name: Install uv and populate cache
        uses: astral-sh/setup-uv@v6
        with:
          version: "0.8.4"
          python-version: ${{ matrix.python-version }}
-          enable-cache: false
+          enable-cache: true

-      - name: Install dependencies and populate cache
-        run: |
-          echo "Building global UV cache for Python ${{ matrix.python-version }}..."
-          uv sync --all-groups --all-extras --no-install-project
-          echo "Cache populated successfully"
-
-      - name: Save uv caches
-        uses: actions/cache/save@v4
-        with:
-          path: |
-            ~/.cache/uv
-            ~/.local/share/uv
-            .venv
-          key: uv-main-py${{ matrix.python-version }}-${{ hashFiles('uv.lock') }}
+      - name: Install dependencies
+        run: uv sync --all-groups --all-extras --frozen --no-install-project
--- a/.github/workflows/linter.yml
+++ b/.github/workflows/linter.yml
@@ -18,27 +18,15 @@ jobs:
      - name: Fetch Target Branch
        run: git fetch origin $TARGET_BRANCH --depth=1

-      - name: Restore global uv cache
-        id: cache-restore
-        uses: actions/cache/restore@v4
-        with:
-          path: |
-            ~/.cache/uv
-            ~/.local/share/uv
-            .venv
-          key: uv-main-py3.11-${{ hashFiles('uv.lock') }}
-          restore-keys: |
-            uv-main-py3.11-
-
      - name: Install uv
        uses: astral-sh/setup-uv@v6
        with:
          version: "0.8.4"
          python-version: "3.11"
-          enable-cache: false
+          enable-cache: true

      - name: Install dependencies
-        run: uv sync --all-groups --all-extras --no-install-project
+        run: uv sync --all-groups --all-extras --frozen --no-install-project

      - name: Get Changed Python Files
        id: changed-files
@@ -57,13 +45,3 @@ jobs:
           | grep -v 'src/crewai/cli/templates/' \
           | grep -v '/tests/' \
           | xargs -I{} uv run ruff check "{}"
-
-      - name: Save uv caches
-        if: steps.cache-restore.outputs.cache-hit != 'true'
-        uses: actions/cache/save@v4
-        with:
-          path: |
-            ~/.cache/uv
-            ~/.local/share/uv
-            .venv
-          key: uv-main-py3.11-${{ hashFiles('uv.lock') }}
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -1,8 +1,6 @@
 name: Publish to PyPI

 on:
-  repository_dispatch:
-    types: [deployment-tests-passed]
  workflow_dispatch:
    inputs:
      release_tag:
@@ -20,11 +18,8 @@ jobs:
      - name: Determine release tag
        id: release
        run: |
-          # Priority: workflow_dispatch input > repository_dispatch payload > default branch
          if [ -n "${{ inputs.release_tag }}" ]; then
            echo "tag=${{ inputs.release_tag }}" >> $GITHUB_OUTPUT
-          elif [ -n "${{ github.event.client_payload.release_tag }}" ]; then
-            echo "tag=${{ github.event.client_payload.release_tag }}" >> $GITHUB_OUTPUT
          else
            echo "tag=" >> $GITHUB_OUTPUT
          fi
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -1,47 +1,42 @@
 name: Run Tests

-on: [pull_request]
+on:
+  pull_request:
+  push:
+    branches: [main]

 permissions:
  contents: read

+concurrency:
+  group: tests-${{ github.head_ref || github.run_id }}
+  cancel-in-progress: true
+
 jobs:
  tests:
-    name: tests (${{ matrix.python-version }})
+    name: tests (${{ matrix.python-version }}, ${{ matrix.group }}/4)
    runs-on: ubuntu-latest
-    timeout-minutes: 15
+    timeout-minutes: 10
    strategy:
      fail-fast: true
      matrix:
        python-version: ['3.10', '3.11', '3.12', '3.13']
-        group: [1, 2, 3, 4, 5, 6, 7, 8]
+        group: [1, 2, 3, 4]
    steps:
      - name: Checkout code
        uses: actions/checkout@v4
        with:
-          fetch-depth: 0  # Fetch all history for proper diff
-
-      - name: Restore global uv cache
-        id: cache-restore
-        uses: actions/cache/restore@v4
-        with:
-          path: |
-            ~/.cache/uv
-            ~/.local/share/uv
-            .venv
-          key: uv-main-py${{ matrix.python-version }}-${{ hashFiles('uv.lock') }}
-          restore-keys: |
-            uv-main-py${{ matrix.python-version }}-
+          fetch-depth: 0

      - name: Install uv
        uses: astral-sh/setup-uv@v6
        with:
          version: "0.8.4"
          python-version: ${{ matrix.python-version }}
-          enable-cache: false
+          enable-cache: true

      - name: Install the project
-        run: uv sync --all-groups --all-extras
+        run: uv sync --all-groups --all-extras --frozen

      - name: Restore test durations
        uses: actions/cache/restore@v4
@@ -49,52 +44,56 @@ jobs:
          path: .test_durations_py*
          key: test-durations-py${{ matrix.python-version }}

-      - name: Run tests (group ${{ matrix.group }} of 8)
+      - name: Run tests (group ${{ matrix.group }} of 4)
        run: |
          PYTHON_VERSION_SAFE=$(echo "${{ matrix.python-version }}" | tr '.' '_')
          DURATION_FILE="../../.test_durations_py${PYTHON_VERSION_SAFE}"

-          # Temporarily always skip cached durations to fix test splitting
-          # When durations don't match, pytest-split runs duplicate tests instead of splitting
-          echo "Using even test splitting (duration cache disabled until fix merged)"
          DURATIONS_ARG=""
+          if [ -f "$DURATION_FILE" ]; then
+            if git diff "origin/${{ github.base_ref }}...HEAD" --name-only 2>/dev/null | grep -q "^lib/.*/tests/.*\.py$"; then
+              echo "::notice::Test files changed — using even splitting"
+            else
+              echo "::notice::Using cached test durations for optimal splitting"
+              DURATIONS_ARG="--durations-path=${DURATION_FILE}"
+            fi
+          else
+            echo "::notice::No cached durations — using even splitting"
+          fi

-          # Original logic (disabled temporarily):
-          # if [ ! -f "$DURATION_FILE" ]; then
-          #   echo "No cached durations found, tests will be split evenly"
-          #   DURATIONS_ARG=""
-          # elif git diff origin/${{ github.base_ref }}...HEAD --name-only 2>/dev/null | grep -q "^tests/.*\.py$"; then
-          #   echo "Test files have changed, skipping cached durations to avoid mismatches"
-          #   DURATIONS_ARG=""
-          # else
-          #   echo "No test changes detected, using cached test durations for optimal splitting"
-          #   DURATIONS_ARG="--durations-path=${DURATION_FILE}"
-          # fi
-
-          cd lib/crewai && uv run pytest \
+          cd lib/crewai && uv run --frozen pytest \
            -vv \
-            --splits 8 \
+            --splits 4 \
            --group ${{ matrix.group }} \
            $DURATIONS_ARG \
+            --splitting-algorithm least_duration \
            --durations=10 \
            --maxfail=3

-      - name: Run tool tests (group ${{ matrix.group }} of 8)
+      - name: Run tool tests (group ${{ matrix.group }} of 4)
        run: |
-          cd lib/crewai-tools && uv run pytest \
+          cd lib/crewai-tools && uv run --frozen pytest \
            -vv \
-            --splits 8 \
+            --splits 4 \
            --group ${{ matrix.group }} \
            --durations=10 \
            --maxfail=3

-
-      - name: Save uv caches
-        if: steps.cache-restore.outputs.cache-hit != 'true'
-        uses: actions/cache/save@v4
-        with:
-          path: |
-            ~/.cache/uv
-            ~/.local/share/uv
-            .venv
-          key: uv-main-py${{ matrix.python-version }}-${{ hashFiles('uv.lock') }}
+  # Gate jobs matching required status checks in branch protection
+  tests-gate:
+    name: tests (${{ matrix.python-version }})
+    needs: [tests]
+    if: always()
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ['3.10', '3.11', '3.12', '3.13']
+    steps:
+      - name: Check test results
+        run: |
+          if [ "${{ needs.tests.result }}" = "success" ]; then
+            echo "All tests passed"
+          else
+            echo "Tests failed: ${{ needs.tests.result }}"
+            exit 1
+          fi
--- a/.github/workflows/trigger-deployment-tests.yml
+++ b/.github/workflows/trigger-deployment-tests.yml
@@ -1,18 +0,0 @@
-name: Trigger Deployment Tests
-
-on:
-  release:
-    types: [published]
-
-jobs:
-  trigger:
-    name: Trigger deployment tests
-    runs-on: ubuntu-latest
-    steps:
-      - name: Trigger deployment tests
-        uses: peter-evans/repository-dispatch@v3
-        with:
-          token: ${{ secrets.CREWAI_DEPLOYMENTS_PAT }}
-          repository: ${{ secrets.CREWAI_DEPLOYMENTS_REPOSITORY }}
-          event-type: crewai-release
-          client-payload: '{"release_tag": "${{ github.event.release.tag_name }}", "release_name": "${{ github.event.release.name }}"}'
--- a/.github/workflows/type-checker.yml
+++ b/.github/workflows/type-checker.yml
@@ -20,27 +20,15 @@ jobs:
        with:
          fetch-depth: 0 # Fetch all history for proper diff

-      - name: Restore global uv cache
-        id: cache-restore
-        uses: actions/cache/restore@v4
-        with:
-          path: |
-            ~/.cache/uv
-            ~/.local/share/uv
-            .venv
-          key: uv-main-py${{ matrix.python-version }}-${{ hashFiles('uv.lock') }}
-          restore-keys: |
-            uv-main-py${{ matrix.python-version }}-
-
      - name: Install uv
        uses: astral-sh/setup-uv@v6
        with:
          version: "0.8.4"
          python-version: ${{ matrix.python-version }}
-          enable-cache: false
+          enable-cache: true

      - name: Install dependencies
-        run: uv sync --all-groups --all-extras
+        run: uv sync --all-groups --all-extras --frozen

      - name: Get changed Python files
        id: changed-files
@@ -74,16 +62,6 @@ jobs:
        if: steps.changed-files.outputs.has_changes == 'false'
        run: echo "No Python files in src/ were modified - skipping type checks"

-      - name: Save uv caches
-        if: steps.cache-restore.outputs.cache-hit != 'true'
-        uses: actions/cache/save@v4
-        with:
-          path: |
-            ~/.cache/uv
-            ~/.local/share/uv
-            .venv
-          key: uv-main-py${{ matrix.python-version }}-${{ hashFiles('uv.lock') }}
-
  # Summary job to provide single status for branch protection
  type-checker:
    name: type-checker
@@ -94,8 +72,8 @@ jobs:
      - name: Check matrix results
        run: |
          if [ "${{ needs.type-checker-matrix.result }}" == "success" ] || [ "${{ needs.type-checker-matrix.result }}" == "skipped" ]; then
-            echo "✅ All type checks passed"
+            echo "All type checks passed"
          else
-            echo "❌ Type checks failed"
+            echo "Type checks failed"
            exit 1
          fi
--- a/.github/workflows/update-test-durations.yml
+++ b/.github/workflows/update-test-durations.yml
@@ -5,7 +5,9 @@ on:
    branches:
      - main
    paths:
-      - 'tests/**/*.py'
+      - 'lib/crewai/tests/**/*.py'
+      - 'lib/crewai-tools/tests/**/*.py'
+      - 'lib/crewai-files/tests/**/*.py'
  workflow_dispatch:

 permissions:
@@ -20,37 +22,25 @@ jobs:
    env:
      OPENAI_API_KEY: fake-api-key
      PYTHONUNBUFFERED: 1
-    
+
    steps:
      - name: Checkout repository
        uses: actions/checkout@v4

-      - name: Restore global uv cache
-        id: cache-restore
-        uses: actions/cache/restore@v4
-        with:
-          path: |
-            ~/.cache/uv
-            ~/.local/share/uv
-            .venv
-          key: uv-main-py${{ matrix.python-version }}-${{ hashFiles('uv.lock') }}
-          restore-keys: |
-            uv-main-py${{ matrix.python-version }}-
-
      - name: Install uv
        uses: astral-sh/setup-uv@v6
        with:
          version: "0.8.4"
          python-version: ${{ matrix.python-version }}
-          enable-cache: false
+          enable-cache: true

      - name: Install the project
-        run: uv sync --all-groups --all-extras
+        run: uv sync --all-groups --all-extras --frozen

      - name: Run all tests and store durations
        run: |
          PYTHON_VERSION_SAFE=$(echo "${{ matrix.python-version }}" | tr '.' '_')
-          uv run pytest --store-durations --durations-path=.test_durations_py${PYTHON_VERSION_SAFE} -n auto
+          uv run --frozen pytest --store-durations --durations-path=.test_durations_py${PYTHON_VERSION_SAFE} -n auto
        continue-on-error: true

      - name: Save durations to cache
@@ -59,13 +49,3 @@ jobs:
        with:
          path: .test_durations_py*
          key: test-durations-py${{ matrix.python-version }}
-
-      - name: Save uv caches
-        if: steps.cache-restore.outputs.cache-hit != 'true'
-        uses: actions/cache/save@v4
-        with:
-          path: |
-            ~/.cache/uv
-            ~/.local/share/uv
-            .venv
-          key: uv-main-py${{ matrix.python-version }}-${{ hashFiles('uv.lock') }}
--- a/docs/docs.json
+++ b/docs/docs.json
--- a/lib/crewai/src/crewai/agents/crew_agent_executor.py
+++ b/lib/crewai/src/crewai/agents/crew_agent_executor.py
@@ -50,6 +50,7 @@ from crewai.utilities.agent_utils import (
    handle_unknown_error,
    has_reached_max_iterations,
    is_context_length_exceeded,
+    parse_tool_call_args,
    process_llm_response,
    track_delegation_if_needed,
 )
@@ -894,13 +895,9 @@ class CrewAgentExecutor(CrewAgentExecutorMixin):
            ToolUsageStartedEvent,
        )

-        if isinstance(func_args, str):
-            try:
-                args_dict = json.loads(func_args)
-            except json.JSONDecodeError:
-                args_dict = {}
-        else:
-            args_dict = func_args
+        args_dict, parse_error = parse_tool_call_args(func_args, func_name, call_id, original_tool)
+        if parse_error is not None:
+            return parse_error

        if original_tool is None:
            for tool in self.original_tools or []:
--- a/lib/crewai/src/crewai/experimental/agent_executor.py
+++ b/lib/crewai/src/crewai/experimental/agent_executor.py
@@ -66,6 +66,7 @@ from crewai.utilities.agent_utils import (
    has_reached_max_iterations,
    is_context_length_exceeded,
    is_inside_event_loop,
+    parse_tool_call_args,
    process_llm_response,
    track_delegation_if_needed,
 )
@@ -848,13 +849,9 @@ class AgentExecutor(Flow[AgentReActState], CrewAgentExecutorMixin):
        call_id, func_name, func_args = info

        # Parse arguments
-        if isinstance(func_args, str):
-            try:
-                args_dict = json.loads(func_args)
-            except json.JSONDecodeError:
-                args_dict = {}
-        else:
-            args_dict = func_args
+        args_dict, parse_error = parse_tool_call_args(func_args, func_name, call_id)
+        if parse_error is not None:
+            return parse_error

        # Get agent_key for event tracking
        agent_key = getattr(self.agent, "key", "unknown") if self.agent else "unknown"
--- a/lib/crewai/src/crewai/tools/base_tool.py
+++ b/lib/crewai/src/crewai/tools/base_tool.py
@@ -18,6 +18,7 @@ from pydantic import (
    BaseModel as PydanticBaseModel,
    ConfigDict,
    Field,
+    ValidationError,
    create_model,
    field_validator,
 )
@@ -150,14 +151,37 @@ class BaseTool(BaseModel, ABC):

        super().model_post_init(__context)

+    def _validate_kwargs(self, kwargs: dict[str, Any]) -> dict[str, Any]:
+        """Validate keyword arguments against args_schema if present.
+
+        Args:
+            kwargs: The keyword arguments to validate.
+
+        Returns:
+            Validated (and possibly coerced) keyword arguments.
+
+        Raises:
+            ValueError: If validation against args_schema fails.
+        """
+        if kwargs and self.args_schema is not None and self.args_schema.model_fields:
+            try:
+                validated = self.args_schema.model_validate(kwargs)
+                return validated.model_dump()
+            except Exception as e:
+                raise ValueError(
+                    f"Tool '{self.name}' arguments validation failed: {e}"
+                ) from e
+        return kwargs
+
    def run(
        self,
        *args: Any,
        **kwargs: Any,
    ) -> Any:
+        kwargs = self._validate_kwargs(kwargs)
+
        result = self._run(*args, **kwargs)

-        # If _run is async, we safely run it
        if asyncio.iscoroutine(result):
            result = asyncio.run(result)

@@ -179,6 +203,7 @@ class BaseTool(BaseModel, ABC):
        Returns:
            The result of the tool execution.
        """
+        kwargs = self._validate_kwargs(kwargs)
        result = await self._arun(*args, **kwargs)
        self.current_usage_count += 1
        return result
@@ -331,6 +356,8 @@ class Tool(BaseTool, Generic[P, R]):
        Returns:
            The result of the tool execution.
        """
+        kwargs = self._validate_kwargs(kwargs)
+
        result = self.func(*args, **kwargs)

        if asyncio.iscoroutine(result):
@@ -361,6 +388,7 @@ class Tool(BaseTool, Generic[P, R]):
        Returns:
            The result of the tool execution.
        """
+        kwargs = self._validate_kwargs(kwargs)
        result = await self._arun(*args, **kwargs)
        self.current_usage_count += 1
        return result
--- a/lib/crewai/src/crewai/utilities/agent_utils.py
+++ b/lib/crewai/src/crewai/utilities/agent_utils.py
@@ -1146,6 +1146,36 @@ def extract_tool_call_info(
    return None


+def parse_tool_call_args(
+    func_args: dict[str, Any] | str,
+    func_name: str,
+    call_id: str,
+    original_tool: Any = None,
+) -> tuple[dict[str, Any], None] | tuple[None, dict[str, Any]]:
+    """Parse tool call arguments from a JSON string or dict.
+
+    Returns:
+        ``(args_dict, None)`` on success, or ``(None, error_result)`` on
+        JSON parse failure where ``error_result`` is a ready-to-return dict
+        with the same shape as ``_execute_single_native_tool_call`` return values.
+    """
+    if isinstance(func_args, str):
+        try:
+            return json.loads(func_args), None
+        except json.JSONDecodeError as e:
+            return None, {
+                "call_id": call_id,
+                "func_name": func_name,
+                "result": (
+                    f"Error: Failed to parse tool arguments as JSON: {e}. "
+                    f"Please provide valid JSON arguments for the '{func_name}' tool."
+                ),
+                "from_cache": False,
+                "original_tool": original_tool,
+            }
+    return func_args, None
+
+
 def _setup_before_llm_call_hooks(
    executor_context: CrewAgentExecutor | AgentExecutor | LiteAgent | None,
    printer: Printer,
--- a/lib/crewai/tests/agents/test_native_tool_calling.py
+++ b/lib/crewai/tests/agents/test_native_tool_calling.py
@@ -11,7 +11,7 @@ import os
 import threading
 import time
 from collections import Counter
-from unittest.mock import patch
+from unittest.mock import Mock, patch

 import pytest
 from pydantic import BaseModel, Field
@@ -1129,3 +1129,150 @@ class TestMaxUsageCountWithNativeToolCalling:
        # Verify the requested calls occurred while keeping usage bounded.
        assert tool.current_usage_count >= 2
        assert tool.current_usage_count <= tool.max_usage_count
+
+
+# =============================================================================
+# JSON Parse Error Handling Tests
+# =============================================================================
+
+
+class TestNativeToolCallingJsonParseError:
+    """Tests that malformed JSON tool arguments produce clear errors
+    instead of silently dropping all arguments."""
+
+    def _make_executor(self, tools: list[BaseTool]) -> "CrewAgentExecutor":
+        """Create a minimal CrewAgentExecutor with mocked dependencies."""
+        from crewai.agents.crew_agent_executor import CrewAgentExecutor
+        from crewai.tools.base_tool import to_langchain
+
+        structured_tools = to_langchain(tools)
+        mock_agent = Mock()
+        mock_agent.key = "test_agent"
+        mock_agent.role = "tester"
+        mock_agent.verbose = False
+        mock_agent.fingerprint = None
+        mock_agent.tools_results = []
+
+        mock_task = Mock()
+        mock_task.name = "test"
+        mock_task.description = "test"
+        mock_task.id = "test-id"
+
+        executor = object.__new__(CrewAgentExecutor)
+        executor.agent = mock_agent
+        executor.task = mock_task
+        executor.crew = Mock()
+        executor.tools = structured_tools
+        executor.original_tools = tools
+        executor.tools_handler = None
+        executor._printer = Mock()
+        executor.messages = []
+
+        return executor
+
+    def test_malformed_json_returns_parse_error(self) -> None:
+        """Malformed JSON args must return a descriptive error, not silently become {}."""
+
+        class CodeTool(BaseTool):
+            name: str = "execute_code"
+            description: str = "Run code"
+
+            def _run(self, code: str) -> str:
+                return f"ran: {code}"
+
+        tool = CodeTool()
+        executor = self._make_executor([tool])
+
+        from crewai.utilities.agent_utils import convert_tools_to_openai_schema
+        _, available_functions = convert_tools_to_openai_schema([tool])
+
+        malformed_json = '{"code": "print("hello")"}'
+
+        result = executor._execute_single_native_tool_call(
+            call_id="call_123",
+            func_name="execute_code",
+            func_args=malformed_json,
+            available_functions=available_functions,
+        )
+
+        assert "Failed to parse tool arguments as JSON" in result["result"]
+        assert tool.current_usage_count == 0
+
+    def test_valid_json_still_executes_normally(self) -> None:
+        """Valid JSON args should execute the tool as before."""
+
+        class CodeTool(BaseTool):
+            name: str = "execute_code"
+            description: str = "Run code"
+
+            def _run(self, code: str) -> str:
+                return f"ran: {code}"
+
+        tool = CodeTool()
+        executor = self._make_executor([tool])
+
+        from crewai.utilities.agent_utils import convert_tools_to_openai_schema
+        _, available_functions = convert_tools_to_openai_schema([tool])
+
+        valid_json = '{"code": "print(1)"}'
+
+        result = executor._execute_single_native_tool_call(
+            call_id="call_456",
+            func_name="execute_code",
+            func_args=valid_json,
+            available_functions=available_functions,
+        )
+
+        assert result["result"] == "ran: print(1)"
+
+    def test_dict_args_bypass_json_parsing(self) -> None:
+        """When func_args is already a dict, no JSON parsing occurs."""
+
+        class CodeTool(BaseTool):
+            name: str = "execute_code"
+            description: str = "Run code"
+
+            def _run(self, code: str) -> str:
+                return f"ran: {code}"
+
+        tool = CodeTool()
+        executor = self._make_executor([tool])
+
+        from crewai.utilities.agent_utils import convert_tools_to_openai_schema
+        _, available_functions = convert_tools_to_openai_schema([tool])
+
+        result = executor._execute_single_native_tool_call(
+            call_id="call_789",
+            func_name="execute_code",
+            func_args={"code": "x = 42"},
+            available_functions=available_functions,
+        )
+
+        assert result["result"] == "ran: x = 42"
+
+    def test_schema_validation_catches_missing_args_on_native_path(self) -> None:
+        """The native function calling path should now enforce args_schema,
+        catching missing required fields before _run is called."""
+
+        class StrictTool(BaseTool):
+            name: str = "strict_tool"
+            description: str = "A tool with required args"
+
+            def _run(self, code: str, language: str) -> str:
+                return f"{language}: {code}"
+
+        tool = StrictTool()
+        executor = self._make_executor([tool])
+
+        from crewai.utilities.agent_utils import convert_tools_to_openai_schema
+        _, available_functions = convert_tools_to_openai_schema([tool])
+
+        result = executor._execute_single_native_tool_call(
+            call_id="call_schema",
+            func_name="strict_tool",
+            func_args={"code": "print(1)"},
+            available_functions=available_functions,
+        )
+
+        assert "Error" in result["result"]
+        assert "validation failed" in result["result"].lower() or "missing" in result["result"].lower()
--- a/lib/crewai/tests/tools/test_base_tool.py
+++ b/lib/crewai/tests/tools/test_base_tool.py
@@ -3,6 +3,8 @@ from typing import Callable
 from unittest.mock import patch

 import pytest
+from pydantic import BaseModel, Field
+
 from crewai.agent import Agent
 from crewai.crew import Crew
 from crewai.task import Task
@@ -230,3 +232,204 @@ def test_max_usage_count_is_respected():
    crew.kickoff()
    assert tool.max_usage_count == 5
    assert tool.current_usage_count == 5
+
+
+# =============================================================================
+# Schema Validation in run() Tests
+# =============================================================================
+
+
+class CodeExecutorInput(BaseModel):
+    code: str = Field(description="The code to execute")
+    language: str = Field(default="python", description="Programming language")
+
+
+class CodeExecutorTool(BaseTool):
+    name: str = "code_executor"
+    description: str = "Execute code snippets"
+    args_schema: type[BaseModel] = CodeExecutorInput
+
+    def _run(self, code: str, language: str = "python") -> str:
+        return f"Executed {language}: {code}"
+
+
+class TestBaseToolRunValidation:
+    """Tests for args_schema validation in BaseTool.run()."""
+
+    def test_run_with_valid_kwargs_passes_validation(self) -> None:
+        """Valid keyword arguments should pass schema validation and execute."""
+        t = CodeExecutorTool()
+        result = t.run(code="print('hello')")
+        assert result == "Executed python: print('hello')"
+
+    def test_run_with_all_kwargs_passes_validation(self) -> None:
+        """All keyword arguments including optional ones should pass."""
+        t = CodeExecutorTool()
+        result = t.run(code="console.log('hi')", language="javascript")
+        assert result == "Executed javascript: console.log('hi')"
+
+    def test_run_with_missing_required_kwarg_raises(self) -> None:
+        """Missing required kwargs should raise ValueError from schema validation."""
+        t = CodeExecutorTool()
+        with pytest.raises(ValueError, match="validation failed"):
+            t.run(language="python")
+
+    def test_run_with_wrong_field_name_raises(self) -> None:
+        """Kwargs not matching any schema field should trigger validation error
+        for missing required fields."""
+        t = CodeExecutorTool()
+        with pytest.raises(ValueError, match="validation failed"):
+            t.run(wrong_arg="value")
+
+    def test_run_with_positional_args_skips_validation(self) -> None:
+        """Positional-arg calls should bypass schema validation (backwards compat)."""
+        class SimpleTool(BaseTool):
+            name: str = "simple"
+            description: str = "A simple tool"
+
+            def _run(self, question: str) -> str:
+                return question
+
+        t = SimpleTool()
+        result = t.run("What is life?")
+        assert result == "What is life?"
+
+    def test_run_strips_extra_kwargs_from_llm(self) -> None:
+        """Extra kwargs not in the schema should be silently stripped,
+        preventing unexpected-keyword crashes in _run."""
+        t = CodeExecutorTool()
+        result = t.run(code="1+1", extra_hallucinated_field="junk")
+        assert result == "Executed python: 1+1"
+
+    def test_run_increments_usage_after_validation(self) -> None:
+        """Usage count should still increment after validated execution."""
+        t = CodeExecutorTool()
+        assert t.current_usage_count == 0
+        t.run(code="x = 1")
+        assert t.current_usage_count == 1
+
+    def test_run_does_not_increment_usage_on_validation_error(self) -> None:
+        """Usage count should NOT increment when validation fails."""
+        t = CodeExecutorTool()
+        assert t.current_usage_count == 0
+        with pytest.raises(ValueError):
+            t.run(wrong="bad")
+        assert t.current_usage_count == 0
+
+
+class TestToolDecoratorRunValidation:
+    """Tests for args_schema validation in Tool.run() (decorator-based tools)."""
+
+    def test_decorator_tool_run_validates_kwargs(self) -> None:
+        """Decorator-created tools should also validate kwargs against schema."""
+        @tool("execute_code")
+        def execute_code(code: str, language: str = "python") -> str:
+            """Execute a code snippet."""
+            return f"Executed {language}: {code}"
+
+        result = execute_code.run(code="x = 1")
+        assert result == "Executed python: x = 1"
+
+    def test_decorator_tool_run_rejects_missing_required(self) -> None:
+        """Decorator tools should reject missing required args via validation."""
+        @tool("execute_code")
+        def execute_code(code: str) -> str:
+            """Execute a code snippet."""
+            return f"Executed: {code}"
+
+        with pytest.raises(ValueError, match="validation failed"):
+            execute_code.run(wrong_arg="value")
+
+    def test_decorator_tool_positional_args_still_work(self) -> None:
+        """Positional args to decorator tools should bypass validation."""
+        @tool("greet")
+        def greet(name: str) -> str:
+            """Greet someone."""
+            return f"Hello, {name}!"
+
+        result = greet.run("World")
+        assert result == "Hello, World!"
+
+
+# =============================================================================
+# Async arun() Schema Validation Tests
+# =============================================================================
+
+
+class AsyncCodeExecutorTool(BaseTool):
+    name: str = "async_code_executor"
+    description: str = "Execute code snippets asynchronously"
+    args_schema: type[BaseModel] = CodeExecutorInput
+
+    async def _arun(self, code: str, language: str = "python") -> str:
+        return f"Async executed {language}: {code}"
+
+    def _run(self, code: str, language: str = "python") -> str:
+        return f"Executed {language}: {code}"
+
+
+class TestBaseToolArunValidation:
+    """Tests for args_schema validation in BaseTool.arun()."""
+
+    @pytest.mark.asyncio
+    async def test_arun_with_valid_kwargs_passes_validation(self) -> None:
+        """Valid keyword arguments should pass schema validation in arun."""
+        t = AsyncCodeExecutorTool()
+        result = await t.arun(code="print('hello')")
+        assert result == "Async executed python: print('hello')"
+
+    @pytest.mark.asyncio
+    async def test_arun_with_missing_required_kwarg_raises(self) -> None:
+        """Missing required kwargs should raise ValueError in arun."""
+        t = AsyncCodeExecutorTool()
+        with pytest.raises(ValueError, match="validation failed"):
+            await t.arun(language="python")
+
+    @pytest.mark.asyncio
+    async def test_arun_with_wrong_field_name_raises(self) -> None:
+        """Kwargs not matching schema fields should trigger validation error in arun."""
+        t = AsyncCodeExecutorTool()
+        with pytest.raises(ValueError, match="validation failed"):
+            await t.arun(wrong_arg="value")
+
+    @pytest.mark.asyncio
+    async def test_arun_strips_extra_kwargs(self) -> None:
+        """Extra kwargs not in the schema should be stripped in arun."""
+        t = AsyncCodeExecutorTool()
+        result = await t.arun(code="1+1", extra_field="junk")
+        assert result == "Async executed python: 1+1"
+
+    @pytest.mark.asyncio
+    async def test_arun_does_not_increment_usage_on_validation_error(self) -> None:
+        """Usage count should NOT increment when arun validation fails."""
+        t = AsyncCodeExecutorTool()
+        assert t.current_usage_count == 0
+        with pytest.raises(ValueError):
+            await t.arun(wrong="bad")
+        assert t.current_usage_count == 0
+
+
+class TestToolDecoratorArunValidation:
+    """Tests for args_schema validation in Tool.arun() (decorator-based async tools)."""
+
+    @pytest.mark.asyncio
+    async def test_async_decorator_tool_arun_validates_kwargs(self) -> None:
+        """Async decorator tools should validate kwargs in arun."""
+        @tool("async_execute")
+        async def async_execute(code: str, language: str = "python") -> str:
+            """Execute code asynchronously."""
+            return f"Async {language}: {code}"
+
+        result = await async_execute.arun(code="x = 1")
+        assert result == "Async python: x = 1"
+
+    @pytest.mark.asyncio
+    async def test_async_decorator_tool_arun_rejects_missing_required(self) -> None:
+        """Async decorator tools should reject missing required args in arun."""
+        @tool("async_execute")
+        async def async_execute(code: str) -> str:
+            """Execute code asynchronously."""
+            return f"Async: {code}"
+
+        with pytest.raises(ValueError, match="validation failed"):
+            await async_execute.arun(wrong_arg="value")
--- a/lib/crewai/tests/utilities/test_agent_utils.py
+++ b/lib/crewai/tests/utilities/test_agent_utils.py
@@ -17,6 +17,7 @@ from crewai.utilities.agent_utils import (
    _format_messages_for_summary,
    _split_messages_into_chunks,
    convert_tools_to_openai_schema,
+    parse_tool_call_args,
    summarize_messages,
 )

@@ -922,3 +923,56 @@ class TestParallelSummarizationVCR:
        assert summary_msg["role"] == "user"
        assert "files" in summary_msg
        assert "report.pdf" in summary_msg["files"]
+
+
+class TestParseToolCallArgs:
+    """Unit tests for parse_tool_call_args."""
+
+    def test_valid_json_string_returns_dict(self) -> None:
+        args_dict, error = parse_tool_call_args('{"code": "print(1)"}', "run_code", "call_1")
+        assert error is None
+        assert args_dict == {"code": "print(1)"}
+
+    def test_malformed_json_returns_error_dict(self) -> None:
+        args_dict, error = parse_tool_call_args('{"code": "print("hi")"}', "run_code", "call_1")
+        assert args_dict is None
+        assert error is not None
+        assert error["call_id"] == "call_1"
+        assert error["func_name"] == "run_code"
+        assert error["from_cache"] is False
+        assert "Failed to parse tool arguments as JSON" in error["result"]
+        assert "run_code" in error["result"]
+
+    def test_malformed_json_preserves_original_tool(self) -> None:
+        mock_tool = object()
+        _, error = parse_tool_call_args("{bad}", "my_tool", "call_2", original_tool=mock_tool)
+        assert error is not None
+        assert error["original_tool"] is mock_tool
+
+    def test_malformed_json_original_tool_defaults_to_none(self) -> None:
+        _, error = parse_tool_call_args("{bad}", "my_tool", "call_3")
+        assert error is not None
+        assert error["original_tool"] is None
+
+    def test_dict_input_returned_directly(self) -> None:
+        func_args = {"code": "x = 42"}
+        args_dict, error = parse_tool_call_args(func_args, "run_code", "call_4")
+        assert error is None
+        assert args_dict == {"code": "x = 42"}
+
+    def test_empty_dict_input_returned_directly(self) -> None:
+        args_dict, error = parse_tool_call_args({}, "run_code", "call_5")
+        assert error is None
+        assert args_dict == {}
+
+    def test_valid_json_with_nested_values(self) -> None:
+        args_dict, error = parse_tool_call_args(
+            '{"query": "hello", "options": {"limit": 10}}', "search", "call_6"
+        )
+        assert error is None
+        assert args_dict == {"query": "hello", "options": {"limit": 10}}
+
+    def test_error_result_has_correct_keys(self) -> None:
+        _, error = parse_tool_call_args("{bad json}", "tool", "call_7")
+        assert error is not None
+        assert set(error.keys()) == {"call_id", "func_name", "result", "from_cache", "original_tool"}
--- a/lib/devtools/src/crewai_devtools/cli.py
+++ b/lib/devtools/src/crewai_devtools/cli.py
@@ -14,7 +14,7 @@ from rich.markdown import Markdown
 from rich.panel import Panel
 from rich.prompt import Confirm

-from crewai_devtools.prompts import RELEASE_NOTES_PROMPT
+from crewai_devtools.prompts import RELEASE_NOTES_PROMPT, TRANSLATE_RELEASE_NOTES_PROMPT


 load_dotenv()
@@ -191,6 +191,248 @@ def update_pyproject_dependencies(file_path: Path, new_version: str) -> bool:
    return False


+def add_docs_version(docs_json_path: Path, version: str) -> bool:
+    """Add a new version to the Mintlify docs.json versioning config.
+
+    Copies the current default version's tabs into a new version entry,
+    sets the new version as default, and marks the previous default as
+    non-default. Operates on all languages.
+
+    Args:
+        docs_json_path: Path to docs/docs.json.
+        version: Version string (e.g., "1.10.0").
+
+    Returns:
+        True if docs.json was updated, False otherwise.
+    """
+    import json
+
+    if not docs_json_path.exists():
+        return False
+
+    data = json.loads(docs_json_path.read_text())
+    version_label = f"v{version}"
+    updated = False
+
+    for lang in data.get("navigation", {}).get("languages", []):
+        versions = lang.get("versions", [])
+        if not versions:
+            continue
+
+        # Skip if this version already exists for this language
+        if any(v.get("version") == version_label for v in versions):
+            continue
+
+        # Find the current default and copy its tabs
+        default_version = next(
+            (v for v in versions if v.get("default")),
+            versions[0],
+        )
+
+        new_version = {
+            "version": version_label,
+            "default": True,
+            "tabs": default_version.get("tabs", []),
+        }
+
+        # Remove default flag from old default
+        default_version.pop("default", None)
+
+        # Insert new version at the beginning
+        versions.insert(0, new_version)
+        updated = True
+
+    if not updated:
+        return False
+
+    docs_json_path.write_text(json.dumps(data, indent=2, ensure_ascii=False) + "\n")
+    return True
+
+
+_PT_BR_MONTHS = {
+    1: "jan",
+    2: "fev",
+    3: "mar",
+    4: "abr",
+    5: "mai",
+    6: "jun",
+    7: "jul",
+    8: "ago",
+    9: "set",
+    10: "out",
+    11: "nov",
+    12: "dez",
+}
+
+_CHANGELOG_LOCALES: dict[str, dict[str, str]] = {
+    "en": {
+        "link_text": "View release on GitHub",
+        "language_name": "English",
+    },
+    "pt-BR": {
+        "link_text": "Ver release no GitHub",
+        "language_name": "Brazilian Portuguese",
+    },
+    "ko": {
+        "link_text": "GitHub 릴리스 보기",
+        "language_name": "Korean",
+    },
+}
+
+
+def translate_release_notes(
+    release_notes: str,
+    lang: str,
+    client: OpenAI,
+) -> str:
+    """Translate release notes into the target language using OpenAI.
+
+    Args:
+        release_notes: English release notes markdown.
+        lang: Language code (e.g., "pt-BR", "ko").
+        client: OpenAI client instance.
+
+    Returns:
+        Translated release notes, or original on failure.
+    """
+    locale_cfg = _CHANGELOG_LOCALES.get(lang)
+    if not locale_cfg:
+        return release_notes
+
+    language_name = locale_cfg["language_name"]
+    prompt = TRANSLATE_RELEASE_NOTES_PROMPT.substitute(
+        language=language_name,
+        release_notes=release_notes,
+    )
+
+    try:
+        response = client.chat.completions.create(
+            model="gpt-4o-mini",
+            messages=[
+                {
+                    "role": "system",
+                    "content": f"You are a professional translator. Translate technical documentation into {language_name}.",
+                },
+                {"role": "user", "content": prompt},
+            ],
+            temperature=0.3,
+        )
+        return response.choices[0].message.content or release_notes
+    except Exception as e:
+        console.print(
+            f"[yellow]Warning:[/yellow] Could not translate to {language_name}: {e}"
+        )
+        return release_notes
+
+
+def _format_changelog_date(lang: str) -> str:
+    """Format today's date for a changelog entry in the given language."""
+    from datetime import datetime
+
+    now = datetime.now()
+    if lang == "ko":
+        return f"{now.year}년 {now.month}월 {now.day}일"
+    if lang == "pt-BR":
+        return f"{now.day:02d} {_PT_BR_MONTHS[now.month]} {now.year}"
+    return now.strftime("%b %d, %Y")
+
+
+def update_changelog(
+    changelog_path: Path,
+    version: str,
+    release_notes: str,
+    lang: str = "en",
+) -> bool:
+    """Prepend a new release entry to a docs changelog file.
+
+    Args:
+        changelog_path: Path to the changelog.mdx file.
+        version: Version string (e.g., "1.9.3").
+        release_notes: Markdown release notes content.
+        lang: Language code for localized date/link text.
+
+    Returns:
+        True if changelog was updated, False otherwise.
+    """
+    if not changelog_path.exists():
+        return False
+
+    locale_cfg = _CHANGELOG_LOCALES.get(lang, _CHANGELOG_LOCALES["en"])
+    date_label = _format_changelog_date(lang)
+    link_text = locale_cfg["link_text"]
+
+    # Indent each non-empty line with 2 spaces to match <Update> block format
+    indented_lines = []
+    for line in release_notes.splitlines():
+        if line.strip():
+            indented_lines.append(f"  {line}")
+        else:
+            indented_lines.append("")
+    indented_notes = "\n".join(indented_lines)
+
+    entry = (
+        f'<Update label="{date_label}">\n'
+        f"  ## v{version}\n"
+        f"\n"
+        f"  [{link_text}]"
+        f"(https://github.com/crewAIInc/crewAI/releases/tag/{version})\n"
+        f"\n"
+        f"{indented_notes}\n"
+        f"\n"
+        f"</Update>"
+    )
+
+    content = changelog_path.read_text()
+
+    # Insert after the frontmatter closing ---
+    parts = content.split("---", 2)
+    if len(parts) >= 3:
+        new_content = (
+            parts[0]
+            + "---"
+            + parts[1]
+            + "---\n"
+            + entry
+            + "\n\n"
+            + parts[2].lstrip("\n")
+        )
+    else:
+        new_content = entry + "\n\n" + content
+
+    changelog_path.write_text(new_content)
+    return True
+
+
+def update_template_dependencies(templates_dir: Path, new_version: str) -> list[Path]:
+    """Update crewai dependency versions in CLI template pyproject.toml files.
+
+    Handles both pinned (==) and minimum (>=) version specifiers,
+    as well as extras like [tools].
+
+    Args:
+        templates_dir: Path to the CLI templates directory.
+        new_version: New version string.
+
+    Returns:
+        List of paths that were updated.
+    """
+    import re
+
+    updated = []
+    for pyproject in templates_dir.rglob("pyproject.toml"):
+        content = pyproject.read_text()
+        new_content = re.sub(
+            r'"crewai(\[tools\])?(==|>=)[^"]*"',
+            lambda m: f'"crewai{(m.group(1) or "")!s}=={new_version}"',
+            content,
+        )
+        if new_content != content:
+            pyproject.write_text(new_content)
+            updated.append(pyproject)
+
+    return updated
+
+
 def find_version_files(base_path: Path) -> list[Path]:
    """Find all __init__.py files that contain __version__.

@@ -394,6 +636,22 @@ def bump(version: str, dry_run: bool, no_push: bool, no_commit: bool) -> None:
                "[yellow]Warning:[/yellow] No __version__ attributes found to update"
            )

+        # Update CLI template pyproject.toml files
+        templates_dir = lib_dir / "crewai" / "src" / "crewai" / "cli" / "templates"
+        if templates_dir.exists():
+            if dry_run:
+                for tpl in templates_dir.rglob("pyproject.toml"):
+                    console.print(
+                        f"[dim][DRY RUN][/dim] Would update template: {tpl.relative_to(cwd)}"
+                    )
+            else:
+                tpl_updated = update_template_dependencies(templates_dir, version)
+                for tpl in tpl_updated:
+                    console.print(
+                        f"[green]✓[/green] Updated template: {tpl.relative_to(cwd)}"
+                    )
+                    updated_files.append(tpl)
+
        if not dry_run:
            console.print("\nSyncing workspace...")
            run_command(["uv", "sync"])
@@ -575,9 +833,9 @@ def tag(dry_run: bool, no_edit: bool) -> None:

            github_contributors = get_github_contributors(commit_range)

-            if commits.strip():
-                client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))
+            openai_client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))

+            if commits.strip():
                contributors_section = ""
                if github_contributors:
                    contributors_section = f"\n\n## Contributors\n\n{', '.join([f'@{u}' for u in github_contributors])}"
@@ -588,7 +846,7 @@ def tag(dry_run: bool, no_edit: bool) -> None:
                    contributors_section=contributors_section,
                )

-                response = client.chat.completions.create(
+                response = openai_client.chat.completions.create(
                    model="gpt-4o-mini",
                    messages=[
                        {
@@ -643,6 +901,77 @@ def tag(dry_run: bool, no_edit: bool) -> None:
                "\n[green]✓[/green] Using generated release notes without editing"
            )

+        is_prerelease = any(
+            indicator in version.lower()
+            for indicator in ["a", "b", "rc", "alpha", "beta", "dev"]
+        )
+
+        # Update docs: changelogs + version switcher
+        docs_json_path = cwd / "docs" / "docs.json"
+        changelog_langs = ["en", "pt-BR", "ko"]
+        if not dry_run:
+            docs_files_staged = []
+
+            for lang in changelog_langs:
+                cl_path = cwd / "docs" / lang / "changelog.mdx"
+                if lang == "en":
+                    notes_for_lang = release_notes
+                else:
+                    console.print(f"[dim]Translating release notes to {lang}...[/dim]")
+                    notes_for_lang = translate_release_notes(
+                        release_notes, lang, openai_client
+                    )
+                if update_changelog(cl_path, version, notes_for_lang, lang=lang):
+                    console.print(
+                        f"[green]✓[/green] Updated {cl_path.relative_to(cwd)}"
+                    )
+                    docs_files_staged.append(str(cl_path))
+                else:
+                    console.print(
+                        f"[yellow]Warning:[/yellow] Changelog not found at {cl_path.relative_to(cwd)}"
+                    )
+
+            if not is_prerelease:
+                if add_docs_version(docs_json_path, version):
+                    console.print(
+                        f"[green]✓[/green] Added v{version} to docs version switcher"
+                    )
+                    docs_files_staged.append(str(docs_json_path))
+                else:
+                    console.print(
+                        f"[yellow]Warning:[/yellow] docs.json not found at {docs_json_path.relative_to(cwd)}"
+                    )
+
+            if docs_files_staged:
+                for f in docs_files_staged:
+                    run_command(["git", "add", f])
+                run_command(
+                    [
+                        "git",
+                        "commit",
+                        "-m",
+                        f"docs: update changelog and version for v{version}",
+                    ]
+                )
+                console.print("[green]✓[/green] Committed docs updates")
+                run_command(["git", "push"])
+                console.print("[green]✓[/green] Pushed docs updates")
+        else:
+            for lang in changelog_langs:
+                cl_path = cwd / "docs" / lang / "changelog.mdx"
+                translated = " (translated)" if lang != "en" else ""
+                console.print(
+                    f"[dim][DRY RUN][/dim] Would update {cl_path.relative_to(cwd)}{translated}"
+                )
+            if not is_prerelease:
+                console.print(
+                    f"[dim][DRY RUN][/dim] Would add v{version} to docs version switcher"
+                )
+            else:
+                console.print(
+                    "[dim][DRY RUN][/dim] Skipping docs version (pre-release)"
+                )
+
        if not dry_run:
            with console.status(f"[cyan]Creating tag {tag_name}..."):
                try:
@@ -660,11 +989,6 @@ def tag(dry_run: bool, no_edit: bool) -> None:
                    sys.exit(1)
            console.print(f"[green]✓[/green] Pushed tag {tag_name}")

-            is_prerelease = any(
-                indicator in version.lower()
-                for indicator in ["a", "b", "rc", "alpha", "beta", "dev"]
-            )
-
            with console.status("[cyan]Creating GitHub Release..."):
                try:
                    gh_cmd = [
--- a/lib/devtools/src/crewai_devtools/prompts.py
+++ b/lib/devtools/src/crewai_devtools/prompts.py
@@ -43,3 +43,18 @@ Instructions:

 Keep it professional and clear."""
 )
+
+
+TRANSLATE_RELEASE_NOTES_PROMPT = Template(
+    """Translate the following release notes into $language.
+
+$release_notes
+
+Instructions:
+- Translate all section headers and descriptions naturally
+- Keep markdown formatting (##, ###, -, etc.) exactly as-is
+- Keep all proper nouns, code identifiers, class names, and technical terms unchanged
+  (e.g. "CrewAI", "LiteAgent", "ChromaDB", "MCP", "@username")
+- Keep the ## Contributors section and GitHub usernames unchanged
+- Do not add or remove any content, only translate"""
+)
--- a/uv.lock
+++ b/uv.lock
@@ -1471,48 +1471,48 @@ provides-extras = ["apify", "beautifulsoup4", "bedrock", "browserbase", "composi

 [[package]]
 name = "cryptography"
-version = "46.0.4"
+version = "46.0.5"
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 dependencies = [
    { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
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 [[package]]
Author	SHA1	Message	Date
Matt Aitchison	de8d28909c	ci: test all 4 Python versions on PRs Run 3.10, 3.11, 3.12, 3.13 on every PR — we need to catch version-specific breakage before merge. Removes the configure job since the matrix is now static. Still 16 jobs (4×4) vs 32.	2026-02-25 16:33:19 -06:00
Matt Aitchison	19b9b9da23	ci: drop artifact approach, use setup-uv caching directly tar czf on the venv was taking too long (gzip is single-threaded). Simpler approach: each test job installs with setup-uv's built-in cache. With warm cache, uv sync --frozen takes ~10-15s which is faster than tar + upload + download + extract.	2026-02-25 16:23:45 -06:00
Matt Aitchison	2327fd04a3	ci: quote github.base_ref in shell to prevent injection	2026-02-25 16:15:37 -06:00
Matt Aitchison	0bdc5a093e	ci: optimize test workflows — reduce jobs, share venv via artifact - Restructure tests.yml: install once per Python version, share .venv via artifact instead of 32 independent installs - Reduce test groups from 8 to 4 (tests only take ~60s per group) - Only test Python 3.12+3.13 on PRs; full matrix on push to main - Switch all workflows from manual actions/cache to setup-uv built-in caching, eliminating cache race conditions - Add --frozen flag to uv sync for deterministic CI installs - Re-enable duration-based test splitting with least_duration algorithm (was disabled due to a bug in the path filter) - Fix update-test-durations path filter (tests/*/.py never matched actual test dirs under lib/) - Add concurrency group with cancel-in-progress for PR runs - Add gate jobs to satisfy existing branch protection required checks	2026-02-25 16:14:38 -06:00
dependabot[bot]	017189db78	chore(deps): bump nltk in the security-updates group across 1 directory (#4598 ) Bumps the security-updates group with 1 update in the / directory: [nltk](https://github.com/nltk/nltk). Updates `nltk` from 3.9.2 to 3.9.3 - [Changelog](https://github.com/nltk/nltk/blob/develop/ChangeLog) - [Commits](https://github.com/nltk/nltk/compare/3.9.2...3.9.3) --- updated-dependencies: - dependency-name: nltk dependency-version: 3.9.3 dependency-type: indirect dependency-group: security-updates ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-02-25 15:37:21 -06:00
dependabot[bot]	02d911494f	chore(deps): bump cryptography (#4506 ) Bumps the security-updates group with 1 update in the / directory: [cryptography](https://github.com/pyca/cryptography). Updates `cryptography` from 46.0.4 to 46.0.5 - [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst) - [Commits](https://github.com/pyca/cryptography/compare/46.0.4...46.0.5) --- updated-dependencies: - dependency-name: cryptography dependency-version: 46.0.5 dependency-type: indirect dependency-group: security-updates ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-02-25 15:04:07 -06:00
João Moura	8102d0a6ca	feat: enhance JSON argument parsing and validation in CrewAgentExecutor and BaseTool * feat: enhance JSON argument parsing and validation in CrewAgentExecutor and BaseTool - Added error handling for malformed JSON tool arguments in CrewAgentExecutor, providing descriptive error messages. - Implemented schema validation for tool arguments in BaseTool, ensuring that invalid arguments raise appropriate exceptions. - Introduced tests to verify correct behavior for both valid and invalid JSON inputs, enhancing robustness of tool execution. * refactor: improve argument validation in BaseTool - Introduced a new private method to handle argument validation for tools, enhancing code clarity and reusability. - Updated the method to utilize the new validation method, ensuring consistent error handling for invalid arguments. - Enhanced exception handling to specifically catch , providing clearer error messages for tool argument validation failures. * feat: introduce parse_tool_call_args for improved argument parsing - Added a new utility function, parse_tool_call_args, to handle parsing of tool call arguments from JSON strings or dictionaries, enhancing error handling for malformed JSON inputs. - Updated CrewAgentExecutor and AgentExecutor to utilize the new parsing function, streamlining argument validation and improving clarity in error reporting. - Introduced unit tests for parse_tool_call_args to ensure robust functionality and correct handling of various input scenarios. * feat: add keyword argument validation in BaseTool and Tool classes - Introduced a new method `_validate_kwargs` in BaseTool to validate keyword arguments against the defined schema, ensuring proper argument handling. - Updated the `run` and `arun` methods in both BaseTool and Tool classes to utilize the new validation method, improving error handling and robustness. - Added comprehensive tests for asynchronous execution in `TestBaseToolArunValidation` to verify correct behavior for valid and invalid keyword arguments. * Potential fix for pull request finding 'Syntax error' Co-authored-by: Copilot Autofix powered by AI <223894421+github-code-quality[bot]@users.noreply.github.com> --------- Co-authored-by: lorenzejay <lorenzejaytech@gmail.com> Co-authored-by: Lorenze Jay <63378463+lorenzejay@users.noreply.github.com> Co-authored-by: Greyson LaLonde <greyson.r.lalonde@gmail.com> Co-authored-by: Copilot Autofix powered by AI <223894421+github-code-quality[bot]@users.noreply.github.com>	2026-02-25 13:13:31 -05:00
Greyson LaLonde	ee374d01de	chore: add versioning logic for devtools	2026-02-25 12:13:00 -05:00
Greyson LaLonde	9914e51199	feat: add versioned docs starting with 1.10.0	2026-02-25 11:05:31 -05:00