AI Adoption Is Not a Tooling Problem
Useful AI adoption starts by understanding the work, protecting craft, and turning scattered AI usage into operating models.
Field Notes
Ideas, observations, and practical lessons on AI adoption, software engineering, LLM workflows, and work that survives contact with reality.
Skill issue? Probably. But that’s not the point.
An engineering rant from the post-hype side of AI-assisted development. AI makes you faster, then hands you the bill: more code, more drift, more review, and broken mental.