Blog
Notes on AI infrastructure, distributed systems and lessons from production — written down carefully, in the hope they save someone else the same lesson.
3 min read
Request counting assumes requests are roughly interchangeable. LLM calls are not — one can cost ten thousand times more than another, and you don't know the price until it's over.
3 min read
The hardest part of agent infrastructure isn't the models — it's keeping track of who a request belongs to as it hops between agents and tools that would all rather forget.
2 min read
Eight years in, the most senior skill I can point to isn't a technology. It's knowing when not to be interesting.
1 min read
What I plan to write about here — infrastructure for AI agents, distributed systems, and the lessons that only show up in production.