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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.