#AI

Three agents finish in parallel. Main takes one landing at a time. METR's perception gap, the rebase tax, and why Merge Debt is the number nobody plots.

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.

Half of AI-enabled apps on major backends carry severe misconfigurations. Inside the 300M-message Firebase breach and a 3-layer protocol to stop Agent Sprawl.

Everyone's installing AI agents on Mac Minis. I tested one in isolation — the architectural framework for deployment the hype leaves out.

Amazon laid off Jason Dunn, architect of the AWS Community Builders program. The signal: community must prove production value, not engagement metrics.

Infosys deployed Devin AI globally. If you compete on technical execution as a DevOps engineer, you're now Legacy Labor — the blueprint to survive.

Anisoptera's Dragonfly platform proved specialized CV engineers are replaceable. The math ($150k vs $5k) and the 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.

Turn GPT into a real DevOps assistant with Docker MCP. How AI agents 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.