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Forem Builds Dashboard for Monitoring Autonomous AI Coding Loops

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A Forem engineer describes how autonomous AI loops built on OpenHands shipped 351 pull requests in a month and cut average Rails request time from 70ms to 16ms. Once the loops ran independently, the author found that chat-style interfaces fail as operational dashboards for many parallel agents. To address this, a separate supervision view was built that tracks each loop's status, pull request queue, retry back-off schedules, and worktree health. The author argues that conversational tools remain useful for ad-hoc exploration, but that dedicated instrument-panel interfaces are needed for supervising agentic systems. The piece concludes that better human interfaces for such systems are still in early development.

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