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How I Built an Approval Queue So My AI Agent Only Interrupts Me When It Matters

TL;DR I run a fully autonomous implementation system built on Claude Code that ships code while I sleep. The thing that made it usable wasn't a smarter model, it was a three-tier permission model plus…

  • Author implements approval queue for AI agent
  • Three-tier permission model: Green, Yellow, Red
  • Approval queue stored as JSON files in directory

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