Markdown is not agent memory. It's a sticky note.

Everyone's doing it. A MEMORY.md in the project root. A context.md the agent reads at session start. A few bullet points about past decisions. Maybe a CLAUDE.md if you watched Karpathy's video. for one person running local agents? It works Karpathy's setup is clever and clean. But the moment you tr