How We Cut API Response Time from 2.3s to 180ms Using Redis + Smart Caching

p95 latency dropped from 2.3 seconds to 180 milliseconds. Same hardware, same database, same traffic. The only thing that changed was how we cached — and I don't mean slapping @lru_cache on a function. I'm writing this because every Redis caching tutorial I read before this project showed me the sam