this is probably outdated, attention typically stays fine up to ~200k tokens these days

you end up clouding that more with an agent having to re-understand concepts or conventions

AGENTS.md is good when it is a nested sparknotes for the project, you save context and turns overall, but keep them minimal and largely gotchyas or unusual workflows in your repo