Ask HN: Will we start seeing tools for LLM use?

bonigv1 pts0 comments

Many projects and addons exists to reduce the verbosity on standard bash / git /npm etc. Commands that agents pass regularly as tools to LLMs. (eg. rtk, headroom, lean-ctx). Tool output compression does yield good token savings. Though it can lead to increased turns - effectively nillifying the per turn token savings. This is the current topology. Are we going to see a class of products and libraries that structure o/p to what models want to see?

tools token savings start seeing projects

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