AI architecture, agents, MLOps, digital transformation — concrete articles from real projects.
When you deploy a Kubernetes app behind Nginx Proxy Manager, cert-manager's ACME HTTP-01 challenge silently fails — because NPM intercepts port 80 before Traefik ever sees it. Here's the root cause and the clean fix.
Building a RAG proof of concept is straightforward. Deploying it in a regulated banking or industrial environment is another story. Here are the 7 problems I've encountered — and how to solve them.
AI agents are both exciting and concerning. How do you design agentic systems that are reliable, observable, and secure in production? Concrete lessons from the field.
Most enterprise AI projects fail — not for technical reasons, but for organizational and strategic ones. Here is the roadmap I apply to maximize success.
A topic you'd like me to cover?
Suggest an article →