DevOps + AI · Hands-on Guides

Become a Better DevOps & AI Engineer

Practical, in-depth tutorials and interview prep across the modern engineering stack — Linux, Docker, Kubernetes, Terraform, CI/CD, AWS, Azure, plus AIOps, MLOps, and LLMs.

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Featured DevOps Guides

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Kubernetes

Kubernetes Tutorial: Basics to Advanced

Pods, Deployments, Services, Ingress, and Helm — orchestrate containers at scale.

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Docker

Docker Tutorial: Basic to Advanced

Images, Compose, multi-stage builds, volumes, networking, and container security.

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Terraform

Terraform: Basics to Advanced

Infrastructure as Code — workflow, state, modules, and CI/CD across any cloud.

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Linux

Linux for DevOps Engineers

The command line, permissions, processes, networking, and shell scripting.

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CI/CD

Jenkins Tutorial: Basic to Advanced

Build automated CI/CD pipelines as code with stages, agents, and integrations.

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Roadmap

The DevOps & SRE Roadmap

A step-by-step path from fundamentals to platform engineering and AIOps.

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AI for Engineers

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AIOps

AIOps

AI for operations — anomaly detection, smart alerting, and automated incident response.

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MLOps

MLOps

The machine learning lifecycle — pipelines, model deployment, and monitoring.

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LLMs & GenAI

LLMs & Generative AI

Large language models, prompt engineering, RAG, and building with GenAI.

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AI Coding

AI Coding Tools

Copilot, Claude, Cursor — AI-assisted development and DevOps automation.

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AI

All AI Articles

Browse everything in the AI track as new guides are published.

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AI + DevOps

AI in DevOps

How AIOps and AI tooling are reshaping modern DevOps and SRE work.

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Interview Preparation

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DevOps

Top 50 DevOps Interview Q&A

The most-asked DevOps engineer interview questions, with concise answers.

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AWS

50 AWS Interview Q&A

Compute, storage, networking, security, and architecture scenarios.

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Kubernetes

50 Kubernetes Interview Q&A

Workloads, networking, scaling, security, and troubleshooting.

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DevOps + AI, in one place.

Follow the roadmap, work through hands-on tutorials, and stay ahead as AI reshapes engineering.

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