The Thing Nobody Tells You About Shipping AI Code to Production

AI-built applications often fail at scale not due to the AI's fault, but due to incorrect expectations about the underlying infrastructure. Deploying an AI-built app means inheriting infrastructure decisions optimized for iteration speed, not load handling, leading to issues like connection timeouts and escalating database costs.