Where caching saves, where it wastes, and what most teams get wrong
Run the free audit →Caching can save 20-40%. Most teams wire it wrong and get 5%. Here's the correct setup — and what caching alone can't touch.
Three patterns dominate the waste on most Claude workloads: (1) context re-sending; (2) retry loops on validation failures; (3) agent-chain re-reads. AIUsage's audit identifies which is eating your bill and projects what you'd save — no signup required for the number.