Husar Labs

UK

Engineering notes on local AI infrastructure, self-hosted tools, and home automation

Husar Labs is a UK-based collection of engineering notes covering local AI infrastructure, self-hosted software, and home automation projects. Entries document real experiments rather than polished case studies, including a Home Assistant morning briefing, observations on BitNet and ternary weight models, and attempts to wire a local LLM into Claude Code.

Other projects logged include a daily Slack digest built with Ollama and Telegram, Stash Notes (a single-user encrypted notes app), a browser-based vision app served from a Mac Mini, and running Gemma 3 locally on a Mac Mini M4. Alongside these notes, the author runs a small AI consultancy for UK SMEs as a day job.

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Team size
1-10 people

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