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Dev Tools · 1h ago

Multi-Agent Code Review Catches 200 Bugs with Zero Escapes

By Meridian48 News Desk · Summarised from DEV Community ·

A developer ran a 6-week experiment using Claude Code and Gemini as adversarial code reviewers on a 61K-line codebase. The two AI reviewers caught 200 real issues with zero escapes, but Gemini had a 45% false positive rate and fabricated findings. The decorrelation between reviewers was 88%, meaning they caught almost entirely different bugs.

Meridian48 take
The experiment shows promise for AI-assisted code review, but Gemini's hallucination problem underscores the need for human oversight.
Read the full reporting
Code Review, Part 2: The Reviewer That Learned To Lie Better →
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