Comment Comment by w10-1 The key finding is that "compression" of doc pointers works.It's barely readable to humans, but directly and efficiently relevant to LLM's (direct reference -> referent, without language verbiage).This suggests some (compressed) index format that is always loaded into context will replace heuristics around agents.md/claude.md/skills.md.So I would bet this year we get some normalization of both the indexes and the referenced documentation (esp. matching terms).Possibly also a side issue: API's could repurpose their test suites as validation to compare LLM performance of code tasks.LLM's create huge adoption waves. Libraries/API's will have to learn to surf them or be limited to usage by humans. parent w10-1 9 months ago
It's barely readable to humans, but directly and efficiently relevant to LLM's (direct reference -> referent, without language verbiage).
This suggests some (compressed) index format that is always loaded into context will replace heuristics around agents.md/claude.md/skills.md.
So I would bet this year we get some normalization of both the indexes and the referenced documentation (esp. matching terms).
Possibly also a side issue: API's could repurpose their test suites as validation to compare LLM performance of code tasks.
LLM's create huge adoption waves. Libraries/API's will have to learn to surf them or be limited to usage by humans.