I worked on this project recently for multi-agent co-development and orchestration using opensource tools, and I thought it might be helpful for others who are tackling similar problems.

The goal is to avoid/limit per-token tax and closed-source costs, and have more control over agent state and transitions. The project is early/nothing too advanced, but I hope it can inspire or assist someone else.