We’re in a human–computer interface shift. Things that used to be hard are suddenly accessible, and people who already know a domain can move at a ridiculous pace. It’s closer to Windows 95 pulling DOS into a graphical world than to “another model release” — we’ve moved into the language era.

The interesting question isn’t the demos. It’s what this means when you try to use it for real work.

That’s what this newsletter is for. Field notes from client work and from the workshop: what holds up, what’s noise, and what changes when the cost of trying something drops from days to minutes.

Lately that looks like:

AI-assisted coding
Agents and tool calling
Small, local, and private models
No- and low-code automation
Data exploration and visualization
Running things in the browser
Fast builds with almost no tooling

Expertise used to be a gate. Now it’s a multiplier. Once you’re deep in something, you can explore adjacent ideas so quickly that whole new areas open up — not because the work got easier in every sense, but because the cost–benefit of a rabbit hole flipped. You wouldn’t burn four days on a maybe. You might spend forty-five minutes. And sometimes that’s enough to find something.

The full run lives on labs.thefocus.ai — quarterly issues, departments, and the archive. This list is how the new pieces show up in your inbox.

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