A new tool ties Claude, Cursor, and Copilot spend to shipped code
entelligenceai17 · reddit · 2026-07-25
The team behind the post says they built Agent Insights to answer a simple question: if a team spends heavily on Claude, Cursor, and Copilot, what code actually shipped because of that spend?
The product connects AI usage to:
- repositories
- pull requests
- production code
so teams can trace AI spend to shipping outcomes instead of only seeing the bill. The author asks whether other teams have the same ROI visibility problem and how they measure AI impact today.
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