IMO CLIs already have strong constraint channels (CLAUDE.md / agents.md / rules), the real pain is manual upkeep + agents forgetting to read/update them. If docs can be auto-maintained, that’s actually useful “memory”. We’re shipping an OSS experiment in ~1 week: https://github.com/hakoniwaa/Squirrel