atiaomar1978-hub commented on PR #26106:
URL: https://github.com/apache/camel/pull/26106#issuecomment-5547150096

   _This comment was generated by an AI agent on behalf of @atiaomar1978-hub._
   
   Review feedback from @gnodet has been addressed and the branch rebased onto 
latest `main`:
   
   1. **Long token counts** — Removed `Math.toIntExact` / `toTokenCount` from 
`OpenAIEmbeddingsProducer` and `OpenAIResponsesProducer`; token counts are 
passed directly as `long` values (CAMEL-24560 is already on `main`).
   
   2. **`OpenAIResponsesProducer` deduplication** — Extracted shared 
`observedCall(exchange, model, ThrowingSupplier)` helper used by both 
`createResponse` and `createStructuredResponse`.
   
   3. **Moderation security comments** — Restored the comments explaining why a 
mismatched moderation result count must fail the exchange (content-gating 
invariant) and why the full response is stored only after validation.
   
   Rebased commits on `main`:
   - `c6764d78` — initial observability instrumentation
   - `bcdb8f7f` — first review round (span scope, tests, docs)
   - `d1a3fc28` — gnodet review fixes
   
   Tests run locally after rebase: `GenAiUsageTest`, 
`OpenAIEmbeddingsObservabilityTest`, `OpenAIModerationObservabilityTest`, 
`OpenAIResponsesObservabilityTest` — all green.


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