It's really remarkable how dramatically the way I work has changed in just a few short months. The parts of my job in front of a computer are almost unrecognizable vs. before. I'm lucky that it clicks so well for me, but I can completely understand why so many engineers are deeply disconcerted.

I love this Claude skill, by @grimalkina : https://github.com/DrCatHicks/learning-opportunities. It's a really fantastic start at turning LLM-assisted coding from something folks fear will sap their skills into a great opportunity for clear-headed learning and continuing education. And instead of making those separate activities, why not both at once? Try it out!

For all the talk about AI coding slop, the right workflows can go the other way. I pride myself on writing meticulous code & building deep understanding, and can change fragile code without regressions; but running my commits through a good AI review often still catches things I would have missed.

I haven't been posting about AI because people get dogpiled for it. And it is a societally complicated topic. But: I have been having more fun lately than at any point in my career. (And I've had a fun career 😄). Agentic programming has gotten *really* good. Especially with a thoughtful operator.

The bravery of so many ordinary people in Minnesota this past week is deeply inspiring. And the degree to which it's necessary is horrifying.