This site is my working notebook: short how‑tos, build notes, and outcomes from things I ship or tinker with.

What to expect:

  • Backend engineering tips and CI/CD notes that reduce toil.
  • Applying AI in products: agentic flows and integrations that actually help UX/ops.
  • Home automation (Home Assistant, Shelly), small electrical projects, and home‑server setups.
  • Bite‑size code snippets I want future‑me to find quickly.

Format:

  • Minimal context, clear steps, and copy‑pasteable commands/config.
  • Version info and a quick “worked for me” section.
  • If it helps someone else, even better.

Subscribe via RSS at /index.xml. New posts whenever there’s something worth saving.