Why Microservices Struggle With AI Systems

Adding AI to microservices breaks the assumption that same input produces same output, causing unpredictability, debugging headaches, and unreliable systems. To safely integrate AI, validate outputs, version prompts, use a control layer, and implement rule-based fallbacks. Never let AI decide alone—treat it as advisory, not authoritative.