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AI-Powered Devops: A Practitioner's Guide to Using AI to Automate Incident Response, Monitoring, and CI/CD (with complete source code)
Paperback
Publisher: Independently Published
Published: Jul 18 2026
Pages: 246
Weight: 1.28
Height: 0.52 Width: 8.50 Depth: 11.00
Language: English
You've watched the demos. Autonomous incident response. AI that writes its own runbooks. Infrastructure that fixes itself while you sleep. And you've also watched what happens when an overconfident AI agent makes the wrong call at 3am, because vendor marketing never mentions that part.
This isn't theory. It's not another introduction to AI book padded with generic explainers. It's a working system, built chapter by chapter, using real tools you already know: Claude, LangGraph, Kubernetes, and the Model Context Protocol, with full, runnable source code for every example.
Inside, you'll learn how to:
- Build AI agents that triage incidents and perform root-cause analysis, with a confidence-scoring model that knows when to escalate instead of guessing
- Apply a 5-stage AIOps maturity model (Stage 0-4) so you know exactly how much autonomy is appropriate at each stage of your pipeline, and where full autonomy is a mistake
- Design monitoring and observability systems where AI augments your SREs instead of replacing their judgment
- Secure AI agents against prompt injection and tool abuse before they touch production
- Govern AI-driven operations for audit, compliance, and cost (FinOps) at enterprise scale
- Integrate AI into CI/CD pipelines without introducing a new class of silent failures
Written for: DevOps engineers, SREs, platform engineers, and engineering leaders who are done with AI hype and ready for something they can actually implement Monday morning.
No filler. No vendor pitch. Just a working system, explained by someone who's actually been paged.
Get the full source code and start building today.
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