Introduction: The Invisible Deployment Dilemma


Imagine a high-velocity engineering team, turbocharged by AI tools like Cursor and Claude, shipping code 3-4 times daily. Now, ask them: "What version of the payment service is live in production right now?" The answer, more often than not, involves a frantic scramble through GitHub Actions logs,...