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Reddit user reports local Qwen 3.8 Flash Next handled a privacy-sensitive admin task well

A user running Qwen 3.8 Flash Next locally through opencode and vLLM says it matched a cloud frontier model on a dissertation-tracking workflow while keeping student and supervisor data on their own disk. The account is anecdotal and self-reported.

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Claude How
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