Recent content by willow9989

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    MCP knowledge guide: improving cost control

    A useful way to understand MCP is to separate the goal, the input, the model or tool, and the way the output is evaluated. One important area is cost control. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what actually...
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    AI CPUs & NPUs — what is changing around tool comparison?

    I wanted to start a broader tool comparison thread around AI CPUs & NPUs. A useful angle is cost control, but it also connects with creative uses. Different tools and workflows can produce very different results even when the goal is similar. It would be interesting to compare practical...