Cloudflare describes an automated triage pipeline it has operated on the Astro repository for several months. The system reads incoming bug reports, reproduces them in sandboxes, diagnoses likely root causes, and ships preview releases for reporters to verify. The underlying engine evolved into Flue, an open framework for building this kind of agent automation. The article positions the project at the intersection of software factories and the growing maintenance burden caused by the low cost of generating issues, pull requests, and security reports.
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