Agent loops burn tokens and clock cycles on repeated work. The same LLM prompt fires twice, the same tool call fetches identical data, and session state gets reconstructed from scratch on every request. Agent-cache solves this with a three-tier caching architecture backed by Valkey or Redis, pu...
Source: [Dev.to](https://dev.to/mech_app_ai/agent-cache-multi-tier-llm-caching-for-valkey-and-redis-10kf)