AI Dev: Avoid Single-API Dependency and Spaghetti Code

Building AI products for production requires resilient architecture. Developers often fall into two traps: relying on a single LLM API, which breaks on downtime or rate limits, and writing tightly coupled agent code that hinders scaling. Solutions include an AI gateway layer for fallbacks and load balancing, and decoupling agent logic from infrastructure.