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


 discard de5996393ee Let durable agent tasks pause for tool approval
 discard ea2b7cb3117 Let durable agent tasks use toolsets without an id
 discard 77622376f79 Let durable agent tasks run chosen tools on every attempt 
instead of replaying them
 discard dd44362b378 Clarify that a durable journal is deleted when the agent 
run succeeds
 discard b34671c3cfa Reduce task state store calls made by durable agent tasks
 discard 5fb9a5af921 Fix durable agent retries replaying the same failing tool 
call on every attempt
     add 16f516fafde Clarify which tool result bytes durable execution records
     add e546f308e28 Say what durable execution does with tool result bytes it 
does not convert
     add b2ec1767a32 Scope the durable execution docs promise of a failure 
without retry
     add 15c0a5bffb6 Fix a spelling check failure in the durable execution docs
     add 34af658738d Fix durable agent retries replaying the same failing tool 
call on every attempt
     add b4bf47d8034 Reduce task state store calls made by durable agent tasks
     add 3d8f18b057e Clarify that a durable journal is deleted when the agent 
run succeeds
     add b1a4fb35b15 Clarify which durable journal store calls apply before 
Airflow 3.3
     add 64e94d4dddc Let durable agent tasks run chosen tools on every attempt 
instead of replaying them
     add 8d16f14d129 Name the pydantic-ai-slim release the system-one decision 
model prefix needs
     add 9226eadd857 Let durable agent tasks use toolsets without an id
     add d7253c20846 Rename the durable callable toolset id helper and tidy 
step naming
     add fb46d991da3 Let durable agent tasks pause for tool approval

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 * -- * -- B -- O -- O -- O   (de5996393ee)
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             N -- N -- N   refs/heads/durable-tool-approval (fb46d991da3)

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Summary of changes:
 providers/common/ai/docs/decision_models.rst       |  4 +-
 providers/common/ai/docs/durable_execution.rst     | 32 ++++++------
 .../providers/common/ai/durable/capability.py      | 29 +++++++----
 .../airflow/providers/common/ai/durable/journal.py | 16 +++---
 .../unit/common/ai/durable/test_capability.py      | 58 ++++++++++++++++------
 5 files changed, 89 insertions(+), 50 deletions(-)

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