Qwen3.8
Qwen3 27B Runs on an Old Laptop, Shifting AI Coding Toward Local Deployment
A developer ran Qwen3.8 27B on a 20GB/4GB laptop at 0.67–0.77 tokens/s, highlighting local AI’s offline, controllable edge.
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A developer ran Qwen3.8 27B on a 20GB/4GB laptop at 0.67–0.77 tokens/s, highlighting local AI’s offline, controllable edge.
Pi's v0.82.1 keeps MCP out of its core. We unpack why this looks anti-standard but is actually a smarter engineering decision about context governance