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kaxil pushed a change to branch commonai-durable-stable
in repository https://gitbox.apache.org/repos/asf/airflow.git


 discard 871b1879616 Graduate durable agent execution to stable in Common AI
     add 3a23d4429e5 Clarify what common.ai message_history does and does not 
cover (#74625)
     add d6bb744aea1 Validate the connection type in PydanticAIHook.get_hook 
(#74626)
     add 2f62550383a Add a Why Common AI page comparing the provider with a 
plain task (#74685)
     add 2bf8c2e6053 Let an agent ask for tool approval in more than one step 
(#74686)
     add c245439c5aa Add an example of a decision model approving an agent's 
tool calls (#74697)
     add bbcf4d58dea Move Common AI provider from incubation to production 
lifecycle (#74705)
     add ca5900f99bf Graduate durable agent execution to stable in Common AI

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Summary of changes:
 providers/common/ai/docs/decision_models.rst       |   6 +
 providers/common/ai/docs/index.rst                 |  11 +-
 providers/common/ai/docs/message_history.rst       |  62 +++++-
 providers/common/ai/docs/observability.rst         |   4 +-
 providers/common/ai/docs/stability.rst             |  22 +-
 providers/common/ai/docs/tool_approval.rst         | 126 ++++++++---
 providers/common/ai/docs/toolsets/hook.rst         |   4 +-
 providers/common/ai/docs/toolsets/index.rst        |   4 +-
 providers/common/ai/docs/toolsets/mcp.rst          |   4 +-
 providers/common/ai/docs/toolsets/sql.rst          |   6 +-
 providers/common/ai/docs/troubleshooting.rst       |   8 +
 providers/common/ai/docs/why_common_ai.rst         | 202 ++++++++++++++++++
 providers/common/ai/provider.yaml                  |   2 +-
 .../ai/example_dags/example_agent_tool_judge.py    | 188 +++++++++++++++++
 .../ai/example_dags/example_why_common_ai.py       |  56 +++++
 .../src/airflow/providers/common/ai/exceptions.py  |   9 +-
 .../providers/common/ai/hooks/pydantic_ai.py       |  41 +++-
 .../airflow/providers/common/ai/operators/agent.py | 159 ++++++++++----
 .../tests/unit/common/ai/hooks/test_pydantic_ai.py | 108 +++++++++-
 .../ai/operators/test_agent_tool_approval.py       | 221 +++++++++++++++++--
 .../common/ai/operators/test_agent_tool_judge.py   | 234 +++++++++++++++++++++
 21 files changed, 1367 insertions(+), 110 deletions(-)
 create mode 100644 providers/common/ai/docs/why_common_ai.rst
 create mode 100644 
providers/common/ai/src/airflow/providers/common/ai/example_dags/example_agent_tool_judge.py
 create mode 100644 
providers/common/ai/src/airflow/providers/common/ai/example_dags/example_why_common_ai.py
 create mode 100644 
providers/common/ai/tests/unit/common/ai/operators/test_agent_tool_judge.py

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