jamesnetherton commented on PR #8821:
URL: https://github.com/apache/camel-quarkus/pull/8821#issuecomment-4874949144

   A few more suggestions to make this more effective for AI agents:
   
   **6. Add explicit negative guidance.** Agents respond well to "do NOT" 
rules. Something like: "Do NOT duplicate tests that already exist in Camel 
core" would reinforce the philosophy directly.
   
   **7. Tell the agent how to find upstream Camel tests, not just docs.** 
Knowing what Camel core already tests is how the agent decides what to skip. 
For example:
   ```bash
   # Check what Camel core already tests for a component
   find <camel-repo>/components/camel-<name>/src/test -name "*Test.java" | head 
-20
   ```
   
   **8. Consider adding a concrete example.** A single grounded example helps 
an agent apply abstract guidance. E.g., "For `camel-kafka`, Camel core tests 
serialization and consumer groups; Camel Quarkus tests that producers work with 
CDI and that Kafka clients initialize correctly in native mode."


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