· Amit Kothari · AI
API gateway pattern for AI applications
Traditional API gateways count requests and measure response times, but AI applications need token-based rate limiting, multi-model routing, and granular cost attribution that tools like Kong Gateway and Apache APISIX now provide. With over 40 percent of enterprise AI projects facing cancellation due to runaway costs, the API gateway pattern is essential for production AI workloads.