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THE SELF-HEALING PIPELINE: How I Taught My CI/CD Pipeline to Fix Itself at 2 AM - Softcover

Dharmendra Ahuja

 
9798907221000: THE SELF-HEALING PIPELINE: How I Taught My CI/CD Pipeline to Fix Itself at 2 AM

Inhaltsangabe

It's 2:47 PM. A test that's failed forty-seven times in six months just failed again. Nobody owns it, nobody trusts it, and in three weeks the regression it should have caught is going to reach production anyway.That's how this book starts - with a real mistake, on a real team, that cost real money. It's also the moment Dharmendra Ahuja decided to stop treating "self-healing" as a marketing word and build the thing vendors were only pretending to sell.The Self-Healing Pipeline is a hands-on, no-hype guide to building CI/CD systems that detect failures, diagnose their root cause, propose a fix, and learn from what happens next - with a human always in the loop for anything that matters. Drawing on a real production system built and operated by a ten-engineer team, this book walks through the actual architecture: rate limiters that prevent alert storms, confidence scores that route work between AI and human judgment, path allowlists that keep an autonomous agent from ever touching what it shouldn't, and the hard-won lessons from incidents that didn't go according to plan.

This isn't a book about replacing engineers with AI. It's about giving engineers back their nights - automating the two hours of log-diving that happens before judgment gets a chance to engage, while keeping every consequential decision in human hands.

If you're tired of alert fatigue, tired of on-call rotations that page you for nothing, and skeptical of AI hype in equal measure - this book is for you.

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