Writing
Technical articles on AI engineering, architecture, and building production systems.
At 15:25, I gave the first directive. At 15:48, two protected environments were live, CI/CD was enforced, conventional commits were running, and three critical security bugs were patched. A documented look at what AI-augmented orchestration actually produces.
A full walkthrough of the platform sprint that added content moderation, legal compliance, Credly certifications, a changelog page, newsletter security, CI/CD automation, OAuth fixes, theme cleanup, and more — all built and deployed in a single session.
A transparent breakdown of how I used Claude to build js17.dev from scratch: the stack, the architecture decisions, the failures, the fixes, and why the human side of AI-augmented engineering is the hardest part.
A complete walkthrough of architecting a retrieval-augmented generation system that actually works in production — including chunking strategies, embedding choices, and the pitfalls I learned the hard way.
A practical breakdown of how I use LLMs, agentic workflows, and AI tooling in my day-to-day engineering work — and what actually moves the needle vs. what's hype.