Insights · Coming soon
Field notes from production AI
We're preparing a series of write-ups on AI operations, handoff patterns, and web performance engineering — the work that doesn't fit in a case study but matters during delivery.
Practical write-ups from real delivery
No thought leadership, no trend pieces. Just breakdowns of implementation choices, tradeoffs, and outcomes from work we actually shipped.
AI operations & evaluation
How we build evaluation frameworks that measure production behavior, catch model drift, and keep agents honest after launch.
Handoff patterns that survive
Documentation, tests, and runbook structures that let the next team own the system without a six-week ramp-up.
Web performance engineering
What the Core Web Vitals numbers hide, and the real optimizations that move conversion rates instead of Lighthouse scores.
Have a problem worth writing about?
The best field notes come from live delivery work. If you have an AI system, a platform migration, or a performance problem you want to scope, that's where the next posts start.