Uploaded June 2026 | Updated September 2026, 2 weeks ago
AI is making developers feel more productive than ever, but DORA's 2025 research shows that higher delivery throughput is paired with higher instability, more rollbacks, and more emergency hotfixes. Here's DORA's Nathen Harvey on why the productivity boost developers report doesn't automatically follow your code all the way to production. #shorts
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AI is making developers feel more productive than ever, but DORA's 2025 research shows that higher delivery throughput is paired with higher instability, more rollbacks, and more emergency hotfixes. Here's DORA's Nathen Harvey on why the productivity boost developers report doesn't automatically follow your code all the way to production. #shorts
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![Inside the Code Factory: Ryan Carson Live with Tim O’Reilly
Ryan Carson has spent 25 years building developer communities, conferences, and Treehouse, which taught over a million people to code. His latest company, Untangle, is an AI-powered divorce assistant—and hes building it entirely alone. Just $2 million in seed funding, his guidance, and a team of agents running while he sleeps.
Ryan sat down with Tim to walk through the code factory powering Untangle: a system where agents write and review the code, run the tests, triage error reports, and monitor the production environment under his oversight. In their conversation, they covered the Ralph Wiggum loop (Geoffrey Huntleys deceptively simple technique for giving agents large goals across multiple context windows) and the power of primitive loops, how Ryan used Claude Design and a human designer to build a full design system he can now reproduce with AI, what attorneys really think about Untangle, the economics of running a company of agents, why the narrative that programming is going away gets the abstraction story exactly backwards, and why, even when you can automate nearly everything else, you still cant automate the judgment call about what to build.
There isnt a magic wand still, Ryan told Tim. You can build faster, but whether youre building the right thing, and doing it better, is something [else].
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BlueSky: https://bsky.app/profile/oreilly.bsky.social Inside the Code Factory: Ryan Carson Live with Tim O’Reilly](https://i.ytimg.com/vi/vHB_0RCDOWk/mqdefault.jpg)

