
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.
| Publishes | Daily | Episodes | 22 | Founded | 2 months ago |
|---|---|---|---|---|---|
| Number of Listeners | Categories | TechnologyBusiness | |||

Episode Summary
If AI handles the coding, then being an engineer means planning and reviewing — the work of staff and principal engineers. But that breaks the career ladder: how does anyone become senior when the junior rungs disappear? Dave and Dan... more
Episode Summary
Dave and Dan get candid about the most uncomfortable question in software right now: is my career still safe? Dan recounts a literal "therapy session with Claude" that exposed his 20-year sense of job security as a false one — and th... more
Episode Summary
Org-wide AI transformation keeps failing — not because the tech doesn't work, but because trying to move 200 engineers at once turns into a slog. Dave and Dan break down what they see in the field: tool sprawl, the very real fear eng... more
Episode Summary
Anthropic is taking the gloves off. The VC-subsidized era of essentially-free AI agents is ending: OAuth tokens lose Open Cloud coverage, Claude Code Max plans are getting throttled for autonomous workloads, and Dave & Dan are starin... more
Episode Summary
Dave and Dan dig into service readiness — the industry calls it "harness engineering" — and why testing just moved to the #1 spot of their 13 repo-readiness pillars. Before you let agents ship code in the background, the question isn... more
Episode Summary
Dave and Dan announce a reshaping of their AI adoption work: org-wide SDLC transformation over three months wasn't moving the needle, so they're switching to embedding in a single team — even a single repo — and unleashing agents on ... more
Episode Summary
Dave and Dan look three months down the road: autonomous coding went from "watch every line" to "Claude is basically an employee" in six weeks. They share their Anthropic wishlist, the hygiene automations that get teams onto the auto... more
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-adoptin... more










Listeners, social reach, demographics and more for this podcast.
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Two engineering leaders share practical, field-tested approaches to accelerating software delivery with AI and autonomous programming inside real teams. Across episodes, they critique hype, emphasize focused pilots over sweeping transformations, and advocate for disciplined patterns such as small, fast-moving teams, a single powerful AI toolset, and repeatable workflows that scale. Notable themes include how to structure SLDC acceleration with Claude-based tooling, the balance between automation and human governance, and real-world client lessons around cost, culture, and risk. A core differentiator is the emphasis on actionable guidance—from repository prep and testing strategies to practical governance and organizational changes—backed by... more
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The Velocity Lab launched 2 months ago and published 22 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.
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