Writing

The honest 2026 math on killing your subscription stack with local hardware

The most valuable AI use case for professionals is the one they hesitate to try: pointing AI at real client work without breaking the trust around it.

Opus 4.8 is faster and cheaper - but the real story is that it's four times more likely to flag flaws in its own code.

A rigorous study found experienced developers were 19% slower with AI assistance - while believing they were 20% faster. Here's what that means for your workflow.

Two skills AI can't replace - pure creativity and genuine empathy - and why the fear narrative is more dangerous than the technology.

Observe, Detect, Suggest, Fix, Learn - a mental model for where AI agents actually create value and where they fall apart.

How curiosity, crazy ideas, and a 4-hour time box turned me into an expert AI builder

I’ve been thinking about how quickly we call things “wasted.”

I built this prompt after watching myself (and others) ignore obvious signals that a product wasn’t going to work.