Engineering notes

Applied AI

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

Evaluating LLM systems like production software

Most teams evaluate models. Very few evaluate systems. The gap between the two is where production failures live.

Engineering notes

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