What happens when the apprenticeship gets automated?
The tedious work of program management was never just overhead. It was also how we learned the craft. AI is automating that path — and nobody's talking about what replaces it.
Andreas Belitz
AI engineering, LLM patterns, and building things that work.
Your .md files are a memory architecture (you just don't call it that)
The manual context management patterns that work today map surprisingly well to the agent memory architectures being built for tomorrow.
A starter prompt that actually remembers what you told it
I rebuilt my Claude Code starter prompt around .md files as external memory. Here's why and how.
Context hygiene: why your AI forgets what matters and what to do about it
The biggest bottleneck in long-running AI sessions isn't model intelligence — it's context management. Here's what I've learned about keeping AI on track across complex, multi-sess...
Hacking the Heat: Retrofitting Adax Heaters with ESPHome and Custom PCBs
A multi-phase journey from cloud-dependent heating to fully local, custom-hardware control.
Why I built this blog with Express instead of a static site generator
There are faster ways to ship a blog. I picked Express + Handlebars anyway — here's why.