Tell us what you’re building and we’ll route you to the right team. Median first reply: under 4 hours.
Notes from production — LLM systems, cloud platforms and interfaces that had to survive real traffic. No newsletter filler.
Most teams evaluate models. Very few evaluate systems. The gap between the two is where production failures live.
Inference cost scales with success. The teams that model it before launch are the ones still running the feature a year later.
Twenty years of deterministic software taught people that the screen is right. Probabilistic systems break that contract.
What we learned shipping AI systems, cloud platforms and interfaces that had to survive real traffic. No newsletter filler.
