for what its worth - i've settled on a simple markdown file that i keep updated with project context, decisions, and quirks. before starting any AI session i just paste the relevant sections in. not elegant but it works.

some folks have been experimenting with MCP (model context protocol) servers that sync state between tools. haven't tried it personally but the idea is you have a single source of truth that all your agents can query.