Notes on AI infrastructure, GPU economics, agent ops, and the people building on inference.ai.
Why AI bills spiral and how to fix it — visibility, budget caps, model routing, and failover. A practical guide to LLM cost optimization.
Read article →Where AI agents break in production — and how to host one that stays on. A practical guide to deploying agents the right way.
Read article →Compare cloud GPUs for AI training and inference — B300 to RTX 4090, hourly vs reserved pricing, and how to pick without overpaying.
Read article →