Cloudflare 用 AI 代理将 Astro 问题减少 85%
原标题：Cloudflare Cuts Astro Github Issues by 85% with AI Agents
AI 摘要
Cloudflare 使用在 GitHub Actions 中运行的隔离 AI 代理，自动化了 Astro 开源框架的问题分类流程。该流程复现 bug、诊断根因、验证行为并提出修复，生成预览版本供报告者验证，使 Astro 的未解决问题从 200 多个降至约 30 个，减少约 85%。该工作流后来成为独立的 GitHub Action triagebot-action，其编排模型演变为开源框架 Flue，用于构建持久化代理工作流。
正文节选
Cloudflare has automated issue triage for the Astro open source framework using isolated AI agents running in GitHub Actions. The workflow reproduces reported bugs, diagnoses root causes, verifies behavior, and proposes fixes before generating preview releases for reporters to validate. Cloudflare reports that Astro's open issue count fell from more than 200 to about 30, an approximately 85% reduction based on those figures, with the team targeting zero open issues. The workflow mirrors the step