A capable model can still feel sluggish in production. The lag usually lives in the inference path: how requests queue and batch, prefill versus decode, the KV cache, and whether you stream tokens. Abi does this for a living. She'll show you where the latency comes from, and patterns that make agentic systems feel faster while costing less. There's a hands-on exercise so you can see it yourself.