· Amit Kothari · AI
API gateway pattern for AI applications
Traditional API gateways count requests and measure response times, but AI applications need fundamentally different capabilities. Token-based rate limiting, multi-model routing with automatic fallbacks, granular cost attribution, and specialized observability become mandatory. Learn how the API gateway pattern adapts for production AI workloads and why traditional approaches fail.