Mission: Build a Caching System

Caching is the single highest-leverage performance optimization available, typically reducing API response times by 50-90% and database load by 40-70%. This mission deploys your AI squad to add a high-performance caching layer to your application using Redis or Memcached depending on your requirements. Forge implements cache-aside and write-through patterns with a proper invalidation strategy using TTL-based expiry, event-driven invalidation, and cache versioning to ensure data consistency without stale reads. The squad builds cache warming scripts, runs performance benchmarks before and after to quantify the improvement, and sets up monitoring dashboards for cache hit rates and memory usage. ShipSquad caching implementations go beyond basic key-value lookups by designing invalidation strategies specific to your data access patterns. We analyze your application's query patterns to determine what to cache, for how long, and how to invalidate efficiently. Redis provides rich data structures, persistence, and pub/sub capabilities, while Memcached excels at simple high-throughput caching scenarios. The mission delivers in 1-2 weeks with measurable, documented performance improvements across your most critical endpoints.