Implement scalable backend architecture patterns, database optimization, and API design best practices.

Optimize LLM API costs with intelligent model routing, immutable budget tracking, and prompt caching.

Optimize latency-sensitive systems by tracking granular metrics, mapping hot paths, and applying systematic performance fixes.

Reference best practices for Redis data structures, caching strategies, distributed locks, and rate limiting.