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We deliberately broke an Exchange 2019 server to see if Stellar Repair for Exchange could recover a dirty-shutdown EDB file. Step-by-step recovery process, lab setup, and lessons learned.

Fix AWS issues faster with Amazon Q, the AI assistant built for DevOps. Real-world examples, limitations, and how it compares to ChatGPT.

Learn how to turn GPT into a real DevOps assistant using Docker MCP. Discover how AI agents can automate Slack, GitHub, Stripe, and more — securely and at scale.

Ace your Terraform interview with 10 real questions, expert answers, and best practices on state, drift, modules, and security.

Learn how to build a production-grade GitOps pipeline on AWS using EKS, Argo CD, Terraform, Vault, and GitHub Actions. Real-world architecture. No buzzwords — just systems that scale.

Without DevOps, AI fails fast. Learn how containers, CI/CD, and GitOps keep LLMs and ML systems like OpenAI and Hugging Face running at scale.

Master container security in 2025 with proven Docker & Kubernetes best practices. Learn how to automate scans using Docker Scout & Snyk with real demos.

Is Datadog certification just a fancy dog agility course? We break down why DevOps engineers feel like they're jumping through hoops.