176B on two desktops: running Qwen3.8-Flash-Next across a pair of GB10s
A 176B model does not fit on one desktop. It fits on two — if you let them share a cable, and if you are prepared to distrust almost every number you measure along the way.
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Professionally self-hosted infrastructure — hosting production software for me and my clients, and helping teams build and own their stacks in AI and open source.
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BattleLab v0.18.0: see what your AI coding agent changed
BattleLab v0.18.0 adds a FILES panel and a GIT tab to every AI agent session: browse the working tree and read the diff without leaving the terminal.