A pragmatic look at why AGI isn't as close as the hype suggests, and why that's probably a good thing.
After a year of juggling ChatGPT, Claude, and Gemini subscriptions, I've realized the AI arms race is creating a productivity nightmare. Here's why stability beats innovation.
A comprehensive technical guide to building scalable, accurate document AI systems that actually work in enterprise environments - no hallucinations, full citations, real code.
Lessons learned and pitfalls to avoid from over a decade of building data science teams that actually move the business forward.
The hidden costs of over-indexing on technical brilliance and why diversity of experience levels creates stronger data science teams.
A practical guide to securely exposing your self-hosted services using Cloudflared Tunnel, Traefik reverse proxy, and Authelia authenticationāfeaturing a real-world Tandoor Recipes integration.
How I built a private, automated media pipeline with bulletproof VPN, container orchestration, and seamless syncing to Unraid.
How I finally got my recipe chaos under control with a self-hosted solution that actually works
Most data science effort gets wasted on work that sounds impressive but doesn't deliver business value - here's how to focus on what matters.
A complete guide to deploying Nextcloud on Proxmox with proper architecture, performance optimization, and AI-powered document processing integration.
