This is a really interesting approach to one of the biggest limitations of coding agents: context that disappears between sessions. The Git-aware and local-first design is especially valuable, because persistent memory needs to stay relevant as the codebase evolves. Turning AI coding agents into long-term collaborators rather than isolated sessions could be a major step forward.