Tool Result Caching in Production: Reducing Agent External Call Costs with Cache Hit Rates
A systematic guide to caching tool call results in LLM agents, covering cache key design, TTL, idempotency, invalidation, observability, and production checklists to reduce external API costs and tail latency while maintaining accuracy.