Short essays on shipping AI for real businesses — strategy, engineering trade-offs, and the occasional rant.
Roadmaps drawn without engineering input collapse the moment they meet your actual data. A pragmatic alternative.
When to pick which, with cost and latency trade-offs that actually matter at production scale.
Latency budgets, interruption handling, and the small UX choices that separate usable from unusable.