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    from 992321d1cd2 Fix durable agent retries replaying the same failing tool 
call on every attempt (#76862)
     add 36230cf39e9 Reduce task state store calls made by durable agent tasks 
(#76863)

No new revisions were added by this update.

Summary of changes:
 providers/common/ai/docs/durable_execution.rst     |  12 ++
 .../airflow/providers/common/ai/durable/journal.py |  84 ++++++---
 .../tests/unit/common/ai/durable/memory_storage.py |  24 ++-
 .../unit/common/ai/durable/test_capability.py      |  22 +++
 .../tests/unit/common/ai/durable/test_journal.py   | 194 ++++++++++++++++++++-
 5 files changed, 313 insertions(+), 23 deletions(-)

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