| |||||||||||| 1 point by | 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 nullifying 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? | ||||||||||| |
source & further reading
news.ycombinator.com — original article
Forked CozoDB to give agents cognitive primitives
Ask HN: Is there a microSD card of the Mythos model?
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