Recent content by mayafox

  1. mayafox

    MCP knowledge guide: improving evaluation

    When working with MCP, the biggest gains usually come from treating it as a repeatable workflow rather than a one-off prompt or experiment. One important area is evaluation. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell...
  2. mayafox

    AI Freelancing knowledge guide: improving integration

    A useful way to understand AI Freelancing is to separate the goal, the input, the model or tool, and the way the output is evaluated. One important area is integration. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what...