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Why I Stopped Using JSON Tool-Calling for My Coding Agent

A few months ago I needed an agentic coding assistant inside a internal CI repair tool I was building. The obvious move was to embed something that already exists — Claude Code, or Google's…

  • Author developed CodePilot, an open-source Python runtime for coding agents
  • CodePilot eliminates need for JSON tool calls and markdown
  • CodePilot includes VT100 terminal emulator and multiple provider support

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