Build dashboards showing which AI coding agents are active in private repos. Help engineering managers track automation impact.
Teams lack visibility as AI agents proliferate in codebases without attribution.
Engineering leads can't measure how much work comes from AI vs humans.
A GitHub app that tags and graphs commits by agent type across the org.
CTOs managing large teams will pay for productivity insights.
Launch with basic Copilot/GPT detection first.
Risk: GitHub adding native agent tracking.
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