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fidelity-ai-workspace/ai/context/workstreams/ao-discourse.md

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AO And Discourse Issues

Goal

Handle externally reported issues without misclassifying scope or over-claiming regression.


Stable Patterns

  • AO and Discourse reports are often incomplete or partially reproducible.
  • External reports should be treated as external behavior until verified.
  • Many issues only reproduce with authenticated users or in consumer-specific contexts.
  • Some historical reports turned out to be service/configuration issues, environment issues, or existing behavior rather than new regressions.

Investigation Rules

  • Always clarify:
    • authenticated vs non-authenticated
    • reproducibility
    • entry point
    • whether the issue exists in main
    • whether the behavior is external, existing, or regression
  • Do not use vague comparison phrases like "same behavior" without scope.

Historical Signals From Slack

  • Historical reports around button visibility, analytics, slot updates, and consumer validation repeatedly required deeper reproduction work before scoping a fix.
  • Slack history shows multiple examples where the original ticket or report was not enough to define the real root cause.