AI on your own hardware.
Leveled up.
Field notes from the desk where the models actually run: local LLMs, the gear that feeds them, and the 3D printer humming in the corner. No filler, no hype. If it ships, I ran it.
Will it run? Know before you download 40GB.
Open-weight models graded on real hardware: which quant, what speed, and whether your machine should even try. Verified dates on every page, the way spec sheets never are.
tail -f drops.log // latest across every stream
review ★ Bambu Lab H2D: the printer that finally got out of my way news GLM-5.2 is the best open-weight model yet, and you can't run it at home news Grok 4.5 is in private beta, and every performance claim is unverifiable news Mistral says its next open-weight model gets early access in July news Ollama nearly doubles Gemma 4 speed on Apple Silicon, on by default review Raspberry Pi 5 (16GB): the lab board that stopped making excuses news Cheap NPUs are quietly turning SBCs into local-inference boxes news lvl30 is back: here’s the plan