AI & MLOps

An AI-BOM read at admission. Everything crosses the air gap as one signed file, and a signed model is refused for its licence. CycloneDX, Kyverno, cosign.

Prompt injection evals on six small models. They acted on hidden instructions from never to half the time, and zero data left. Gate the boundary.

AI agent governance for one engineer and 100+ repositories. What the agents decide, what they never do, and the documented auto-merge that merges red checks.

A third of the images my fleet pins would have had their next AI review written against nothing. How to prove what an AI review read before anyone acts on it.

EU AI Act Article 12 wants a per-event record. Enforcement Tracking evidences thresholds on a schedule. What that gap costs, and the join key that closes it.

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.

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.