prompt caching

The KV-cache mechanics behind the discount, the prefix rule that silently breaks caching for most teams, and the workloads where caching cuts bills 50-90% versus the ones where it does nothing.

Million-token windows didn't kill RAG; they changed when you reach for it. The decision rule that holds up in production, and the silent failure each option hides behind a confident answer.