The Velocity Lab

A listener asks where App Vitals lands in three years. Dave and Dan say the tech is already there — org charts, committees and approval meetings are the slow part. Plus which management titles disappear, and the robots coming for physical work.

Show Notes

Episode Summary

A listener asked where App Vitals will be in three years. Dave and Dan agree the technology is already capable of near-total automation — what is actually slowing everything down is human organizations: committees, approval meetings, and a management layer built around oversight rather than output. Then the conversation widens into the physical world, where autonomous robots and self-driving trucks are about to do to millions of jobs what AI is already doing to software.

Key Topics

  • The technology is ready, the humans are not — why adoption, not capability, is the real bottleneck
  • A patent lawyer's fear of falling behind, and how far non-engineering fields still are from integrating AI
  • Why management titles built around meetings and oversight have to disappear
  • You can 10X how fast you ship and still move slow, if approvals run through a committee
  • Moving upstream: from writing PRDs to setting goals and letting the factory run
  • The three-year prediction — autonomous robots, grocery stocking, and long-haul trucking

Notable Quotes

  • "The slow part is not the technology, it's the human beings that are getting in the way of the technology."
  • "Those people with titles have influence. A lot of those titles are gonna go, they have to go away. It's mandatory."
  • "Long haul trucking is gonna be replaced, and that's millions of high-paying, good-paying jobs for people."

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.