All Posts

JAPIE: How an Incoherent Mess Became a Self-Improving AI Orchestrator

April 2026 — on shipping fast, discovering chaos, systematically fixing it, and then building a system that improves itself There’s a particular kind of technical debt that emerges when you ask an LLM to design an AI orchestrator without a clear spec.

cluster-shepherd: The AI Ops Agent That Actually Knows Your Cluster

April 2026 — what happens when you stop treating AI as a search engine and start treating it as a co-pilot with real cluster access

I built an AI to stop the wrong recruiters from wasting my time

April 2026 — on replacing an inbox full of irrelevant opportunities with a system that actually thinks If you’ve worked in IT for more than a few years in Europe, you know the pattern.