Total AI Commits Tracked
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across all repositories
With Validated Outcomes
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CI pass/fail tracked
Languages Covered
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unique languages scored
Trend Direction
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overall reliability
Language Reliability Scores
SHIP scores by programming language — based on real CI/CD outcomes from tracked AI commits
AI Tool Distribution
Which AI coding tools are generating commits across tracked repositories
Reliability Over Time
Monthly AI code reliability trend — success rate of AI-generated commits
Reliability by Task Type
How reliable is AI code for different types of programming tasks