Deveval Team
GitHub Insights vs Deveval: Why Activity Metrics Miss AI-Era Output
GitHub Insights counts PRs and commits. Deveval measures shipped value. See why engineering leaders need both lenses in the AI era.
Blog
Insights on engineering metrics, AI-powered development, and measuring what matters.
Deveval Team
Developer Impact Index (DII): Measure What AI Actually Ships
Introducing the DII — a single 0-100 score that tells you whether your engineers are using AI to ship value, or just using AI.
Deveval Team
The AI-Output Gap: Why AI Tool Adoption Doesn't Equal Shipped Product
AI activity is up. Merged product work is not. Learn about the AI-output gap and how to close it with real engineering data.
Deveval Team
The AI Productivity Gap: Why Tool Adoption Doesn't Equal Output
Your team uses AI tools. But did anything actually change? Learn the 3 ways AI adoption fails to convert — and what high-impact teams do differently.
Deveval Team
Why Commit Count Is Dead: New Engineering Metrics for the AI Era
An engineer with Cursor can generate 50 commits in an afternoon. None of them may ship. Here's what to measure instead.