this post was submitted on 27 Jun 2026
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When working with a local micro, be sure to use a prompt to seed itl. Inform it that it is an expert in whatever language you're using, and that it is methodical, professional, intelligent, knowledgeable, and accurate; and that it produces only highly efficient, well-documented code that compiles and utilizes best practices. Throw whatever adjectives or descriptors you think are appropriate in there. This goes double if you're using an MoE, as it primes the model to know which layers/sub-models to activate, so you don't have code being written by the wrong aspect, such as junior programmers and examples of poorly written code.