A confident AI code review isn't proof of a bug. Require a triggering input, expected result and runnable reproduction before accepting a finding. Our Ofox lab separates defects from hypotheses. AI-assisted summary. ofox.ai/blog/claude-... Build an evidence-led Opus 5.5 review workflow with a synthetic Python fixture, failing tests and a findings ledger. Separate confirmed bugs from hypotheses.
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A confident AI code review isn't proof of a bug. Require a triggering input, expected result and runnable reproduction before accepting a finding. Our Ofox lab separates defects from hypotheses. AI-assisted summary. ofox.ai/blog/claude-... Build an evidence-led Opus 5.5 review workflow with a synthetic Python fixture, failing tests and a findings ledger. Separate confirmed bugs from hypotheses.