#DevOps

Juniors get the biggest boost from AI; seniors trust it least. That split is your earliest read on engineering risk, and on the talent you're about to lose.

Unknown numbers of AI coding agents run in parallel — no audit trail, no isolation, no per-team measurement. By 2026 that's an audit finding.

How removing Google Analytics 4 from an Astro site unlocked Lighthouse 100, why Cloudflare Web Analytics replaced it, and what the tradeoffs actually cost.

Everyone is buying Mac Minis and installing AI agents. I tested one in isolation. Here is the architectural framework for deployment that the Instagram hype does not include.

Amazon laid off Jason Dunn, the architect of the AWS Community Builders program. This isn't the death of community — it's the signal that community must prove production value, not just engagement metrics.

Infosys just deployed Devin AI globally. If you are a DevOps engineer competing on technical execution, you are now "Legacy Labor". Here is the blueprint to survive.

AI adoption is easy. Proving productivity isn't. A Docker Captain's view on why AI impact is hard to measure—and how teams can finally prove real value.

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.

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.

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

Step-by-step guide to install GitLab using Docker Compose and Traefik with Let's Encrypt SSL. Host your own GitLab server with CI/CD and SSH access.