joeyutong opened a new pull request, #616:
URL: https://github.com/apache/flink-agents/pull/616

   Linked issue: #612
   
   This draft PR depends on #614.
   
   ### Purpose of change
   
   This PR includes:
   
   - documentation for the success-only durable reconciler contract in both 
Python and Java
   - usage examples for `reconciler` / `reconciler()` in the workflow agent 
guide
   - clarification that reconciler-backed durable execution does not change the 
existing async support matrix
   - documentation that reconciler-based recovery relies on the persisted 
action state used for exactly-once action consistency
   - an additional clarification that durable-call replay and action-level 
replay are different: code outside durable execution is re-executed only when 
recovery re-enters an action that has not been recorded as completed
   
   ### Tests
   
   Not run. This is a documentation-only change.
   
   ### API
   
   No.
   
   ### Documentation
   
   - [ ] `doc-needed`
   - [ ] `doc-not-needed`
   - [x] `doc-included`


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