Engineering notes

Design

Notes from production — LLM systems, cloud platforms and interfaces that had to survive real traffic. No newsletter filler.

Designing interfaces for probabilistic answers

Twenty years of deterministic software taught people that the screen is right. Probabilistic systems break that contract.

Engineering notes

What we learned shipping AI systems, cloud platforms and interfaces that had to survive real traffic. No newsletter filler.