Building a Local Markdown Memory Layer for AI Agents

I kept running into the same problem with AI coding agents. The agents were getting better, but every new session still felt like starting I would explain the repo again. Then my preferences again. Then the decisions we After doing that enough times, I started thinking less about "better prompts" No