Using open-source Devon to automatically

Global · Local Services · AI Practitioners

Using open-source Devon to automatically Global · Local Services · AI Practitioners 01 / 输入 - 数据来源 02 / AI 处理 - 核心工作流 03 / 输出 - 变现交付 搭建 运行 变现 数据/信号 · Every mo… · 输入 - 数据来源 › 搭建 数据/信号 Every mo… AI 处理 · Devon op… · AI 处理 - 核心工作流 › 运行 AI 处理 Devon op… 交付变现 · 30% · 输出 - 变现交付 › 变现 交付变现 30% Legend User UI Agent logic Policy Tool action Context / trace

成功关键

  • • Only accept tickets with clear boundarie…
  • • Humans must rigorously review every line…
  • • Accumulate a library of repair cases to …
  • • Set test pass rates as a rigid delivery …

风险

  • • Agent repair success rates are unstable
  • • Price competition in the gig market is f…
  • • Code generated by agents may introduce l…
  • • Over-reliance on a single LLM API means …

真实案例

  • • The Devon open-source project gained ove…
  • • Cognition's Devin dramatically slashed i…
  • • Multiple in-depth evaluations in 2026 co…

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