Why AI Features Break Microservices Testing and How To Fix It

Many engineering teams are racing to ship AI features. Smart search, personalized recommendations, automated content generation — the pressure to integrate generative AI (GenAI) capabilities is relentless. But here’s the uncomfortable truth I’ve discovered talking to hundreds of engineering teams: While they can build these features faster than ever, testing them reliably has become exponentially harder.

This isn’t just a productivity problem; it’s a fundamental testing crisis. Teams building AI-powered features are discovering that…