Skip to content
All tags

#cache

3 posts
ai guide

AI Agent Caching Goes Beyond One Layer: From Claude Code's 18 Cache Types to Multi-Layer ReAct Agent Design

After dissecting Claude Code's 18+ caching mechanisms, I found that you can't touch provider-level prompt cache, but embedding cache, tool result cache, and entity cache are not only within your reach — they deliver even better results. Includes a complete AgentCache interface design and per-tool TTL strategy.

#react-agent#cache#prompt-cache#semantic-cache#claude-code#cloudflare-kv#llm-cost-optimization
tech guide

Cloudflare KV: A Global Edge Key-Value Store

KV is Cloudflare's globally distributed key-value store. Reads are served from the nearest edge node with extremely low latency. It's ideal for caching, feature flags, and ephemeral data — but writes are eventually consistent.

#cloudflare-kv#key-value#cache#edge#cloudflare-workers
tech guide

Redis Essentials: Caching, Sessions, and Pub/Sub in One Go

Redis is an in-memory key-value store that's blazingly fast. DaoDao uses it to handle three responsibilities at once — API caching, session storage, and BullMQ job queues — all from a single Redis instance.

#redis#cache#session#pub-sub