The Velocity Lab

Vitals OS: The Autonomous Coding Pipeline

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Episode Summary

Dave and Dan announce Vitals OS — App Vitals' autonomous coding pipeline built on Claude Code and their Shipwright plugin. In the past two weeks it shipped 393 pull requests, with Dave and Dan writing fewer than 10 of them. They walk through how the pipeline works, where it still needs humans, and how they plan to bring it to client codebases.

Key Topics

  • The 393 PR milestone — what autonomous coding at scale actually looks like in practice
  • The Shipwright plugin — a full DevOps-style pipeline covering research, planning, coding, and validation
  • The 95% threshold — where the agent runs fully autonomous and where humans step in
  • Slack as the interface — directing agents via voice notes while walking the dog
  • The last 5% — deployment, monitoring, and architecture review as the human value-add
  • Vitals OS for clients — launching the product for founders and non-technical builders

    • Notable Quotes

    • "Dan and I have done less than 10 pull requests out of the 400. It's pretty powerful stuff."
    • "It doesn't stop until all the PR tests have passed successfully."

      • About The Velocity Lab

      Dave O'Dell and Dan McAulay work inside engineering organizations every day helping them ship faster with AI. No hype, no BS — just what's working in the field.

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      The Velocity LabBy Dave O'Dell and Dan McAulay