The Velocity Lab

Dave and Dan built the entire AppVitals business inside Claude Code — replacing their SaaS stack with their own autonomous tools. The bigger question: why are non-technical entrepreneurs out-adopting professional engineers?

Show Notes

Episode Summary

Dave and Dan riff on how they used Claude Code to build the entire AppVitals business — marketing site, internal SaaS replacements, time tracking, invoicing, even this podcast — and ask why non-technical entrepreneurs are out-adopting professional engineers on agentic tooling.

Key Topics

  • The three tiers of AppVitals — AI adoption work, project work, and an autonomous coding product for non-technical users
  • Deleting the SaaS stack — replacing four paid platforms with their own Claude Code-built tools
  • Inside Vitals OS — accounts, calendar, time tracking, billing, invoicing, and partner pay-outs all automated
  • Why this podcast only exists because publishing is one Claude Code command (with help from Sully)
  • The engineer-vs-entrepreneur gap in AI adoption — and what it says about curiosity as the unlock
  • AI as amplifier — it magnifies strengths and weaknesses, so the gaps you ignore today become the gaps that bite you tomorrow

Notable Quotes

  • "We deleted all of our SaaS platforms that we were paying for. And we rebuilt them with Claude Code because we can now."
  • "This is the age when the curious people are going to crush it. Because if you're not curious, then you're not using these tools."
  • "If recording this podcast and publishing it required work on my part, we wouldn't be doing it."

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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What is The Velocity Lab?

Dave O'Dell and Dan McAulay work inside engineering organizations every day, helping them ship faster with AI — not in theory, but inside their actual teams. Each week they share what they're seeing in the field: what's working, what isn't, and what most people are getting wrong. Covering Claude Code updates, AI-enabled SDLC acceleration, and personal AI agents. No hype, no BS.