AI in Action with Tal Swicegood

This week a major AI lab put out an impressive new model and pulled it back within forty-eight hours. That, plus a vendor trying to charge a company thirty grand a year to access its own data, plus the oldest gut-check in business (what happens if you get hit by a bus?), all pointed at the same thing: ownership. The barrier to building collapsed, you can stand almost anything up in an afternoon no...

Everyone's teaching AI skills this month. Tal demos four he built in one morning, including a margin-leak finder that recovered $400K/yr from a fictional fleet company's billing data. Then he gives you the part the tutorials skip: a skill is a standard operating procedure, the hundred-year-old binder every franchise runs on. What's new is who's reading it. Write down how you do things once, fix th...

This week Tal sat in on a run of discovery calls with companies in wildly different industries — a demolition contractor, a healthcare group, a warehouse-software company — and saw the exact same problem three times in a row. Not that they lacked AI. That their company couldn't think: their information was scattered across a dozen apps that had never once spoken to each other, with AI bolted onto...

This is a practical AI-operator episode about API access when the official path is slow, blocked, or just plain weird. Tal walks through the difference between an official API key, a browser network capture/HAR workflow, and full browser automation — including why the first is preferred, why the second can save a project, and why the third is brittle enough to treat carefully. - Why every web app...

The cost of making things — posts, blogs, images, video — has fallen to basically zero. Tal argues that's a trap, not a finish line: when anyone can flood every channel for free, the only thing standing between you and forgettable noise is taste. Built around a live agent demo from this week, this episode makes the case that judgment — knowing what's good, and having the spine to say what not to m...

This week Tal spent ninety minutes on a call showing business operators that the terminal — the scary black-and-white window people have been afraid of for ten years — is basically three commands. But the bigger story isn't the terminal. It's what happens once the technical barrier collapses: the people who pull away aren't the smartest, they're the clearest. AI as a mirror, why "boring and reliab...

Tal spent part of his career building websites for a living. This week he watched that work compress into a single hour — and what struck him was not loss, it was how many people will see it and do nothing. An honest take on the real cost of waiting, why AI rewards clear thinking over technical skill, and the part of all this that has nothing to do with business at all. In this episode: - Why 'my...