Multi-agent design patterns

One of things you notice as you review your colleague's codebase is that they've built their own multi-agent collaboration framework, which includes a substantial amount of custom code.

You suggest that they adopt an establish design pattern, such as a network/swarm/decentralized or a supervisor architecture, so they can leverage pre-existing open-source libraries and improve the interpretability of the codebase.