Distributed systems don’t fail because of bugs—they fail because of assumptions.
Traditional microservices rely on predictability, but AI introduces uncertainty, making systems harder to debug and less reliable.
The solution is to design for failure: use timeouts, circuit breakers, validation, and fallbacks to build resilient systems.