evaluation 3 readings
#evaluation
Articles and guides about evaluation by Florian Bruniaux.
5 AI code reviewers, 1 repository, and what developers did next
ArticleThree months, 1,011 pull requests and 8,728 inline AI review comments: 4.5% got a visible human response. What the data shows, and what it cannot.
· 18 min read
Testing Opus 5.5 as the code-review baseline
ArticleOpus 5.5 is the next reviewer baseline to test: set effort explicitly, update the API adapter, and keep a second reviewer only when it catches verified defects.
· 17 min read
Dev With AI 2026: what changes in developers’ work
GuideReview, business context, costs and product development: my synthesis of Dev With AI on October 12, 2026, with the full illustrated conference report.