Preventing Runaway AI API Bills: Rate Limiting Strategy for Next.js

AI API endpoints present a unique financial vulnerability—a single malicious user can generate hundreds of dollars in charges in minutes, making rate limiting non-negotiable. Unlike traditional web endpoints where abuse degrades performance, AI API abuse directly impacts your bill. This guide provides a production-ready implementation using Upstash Redis to protect your Claude and OpenAI investments.