#AI

HashiCorp's Terraform MCP server is GA and IBM Bob can write production IaC. ENABLE_TF_OPERATIONS separates a safe assistant from autonomous apply.

AI made reproducible knowledge free, so technical expertise is now a depreciating asset. Judgment is the one that compounds. Here is how to move your weight.

Over half of AI-enabled apps on major backends carry severe misconfigurations. A hands-on analysis of the 300M-message Firebase breach, the insecure default that caused it, and the 3-layer Operational Discipline Protocol — with specific tooling — to shut down Agent Sprawl before regulators do it for you.

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.

Anisoptera's "Dragonfly" platform just proved that specialized CV engineers are no longer irreplaceable. Here is the math ($150k vs $5k) and the architectural blueprint to survive the shift.

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.

How developers stay in control of AI in the Builders Era — using expert supervision, clean Git workflows, and GitKraken to keep speed, quality, and reliability.

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.

Deploy Ollama locally with Docker Compose and Traefik. Step-by-step guide for setting up LLMs with HTTPS, domain routing, and secure container orchestration.

Build scalable AI solutions with Docker Compose and Kubernetes. Master containerized workflows, security, and real-time development features.

Exploring a future where AI controls all aspects of life, redefining global governance and social interactions.

Explore the best free YouTube courses in machine learning and deep learning—from beginner-friendly foundations to advanced topics like NLP, CV, and MLOps.