When you transition to a microservices architecture, you usually start with the best intentions: decoupling components to move faster. But reality quickly catches up in production. You often find yourself staring at a black box—a network “spaghetti bowl” where it’s incredibly hard to see who is actually communicating with whom, which service is calling which database, or why a specific request suddenly takes 3 seconds to respond.