Documentation Retrieval Architecture 2026: Freshness Windows Without Stale Answers

November 15, 2026 · Dev.to

A model leaderboard ranked by average score. The bill per perfect answer ranks it differently.
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Reverse Engineering Gemini 4 Carbon
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Do your tests really catch bugs? / Seus testes pegam erro de verdade?
I measured this together with Claude, ran research and tests, and built a garden about whether tests really catch bugs.
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