Building an AI-Powered Rate Limiter Using FastAPI, Redis, and Machine Learning

Jun 21, 2025 · 3 min read · The Problem with Traditional Rate Limiting As API-driven systems continue to grow, rate limiting remains a crucial line of defense. It protects services from abuse, ensures fair usage, and maintains reliability. But here’s the problem: Most rate lim...