appamass Blog

Benchmarking AI Code Review: Why Detection Accuracy and Noise Control Matter

Moving beyond marketing claims in AI code review requires reproducible benchmarks. F1 scores and signal-to-noise ratios to ensure tool adoption improves velocity.