Benchmarks
Benchmarks & reports
Independent benchmarks, annual reports, and research on AI code review and production reliability.
Reports
Benchmarks, release notes and research.
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Benchmark
2026 AI Code Review Benchmark
Precision, recall, and F1 analysis across eight tools on real production bugs.
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Release
Entelligence Code Review v3
Release overview for the v3 review engine and production-aware signals.
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Whitepaper
Self-Improving Coding Agents
Whitepaper: how the Learning Loop turns review comments into memory the next agent session uses.
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Research
Self-Healing Production Systems (AEI)
Research on Artificial Engineering Intelligence and incident memory.
The memory starts the day you connect a repo.
From that day on, every session, review and incident lands in the same index.
- No credit card required
- No training on customer code
- Deploy in your cloud, your own keys