The Hidden Complexity of Distributed Rate Limiting: Lessons from Building 5 Algorithms

Building a production-grade distributed rate limiter taught me that algorithm choice matters more than I expected. Here's what I learned implementing Token Bucket, Sliding Window, Fixed Window, Leaky Bucket, and a Composite approach.