Most are doing AI memory all wrong
Markdown files plus periodic compaction looks like agent memory on day one and swallows the whole thing by month three. Here's the case for a layered memory substrate (semantic vector search over a typed, self-weighting knowledge graph) and why it's the only shape that compounds into a Company Brain.
