The Ploopy Discord is very active, especially the #adept and #adept-mods channels. I hung out there for a little while and learned about ball transfer units (BTUs) for smoother trackball movement and various other modifications people have made to the Adept. My partner incorporated some of those ideas and some of his own into an Adept mod that looks great, functions beautifully, and attaches to my desk perfectly.
After OpenAI released GPT-5.3-Codex (high) which performed substantially better and faster at these types of tasks than GPT-5.2-Codex, I asked Codex to write a UMAP implementation from scratch in Rust, which at a glance seemed to work and gave reasonable results. I also instructed it to create benchmarks that test a wide variety of representative input matrix sizes. Rust has a popular benchmarking crate in criterion, which outputs the benchmark results in an easy-to-read format, which, most importantly, agents can easily parse.
，更多细节参见同城约会
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