@piotreksedzik Nice query, and you might be nailing one of the vital core issues we got down to clear up. Maximum multi-agent setups deal with verbal exchange and context as separate issues, in the event that they care for context in any respect.
BAND does each as one gadget.
At the state aspect, each and every agent maintains chronic context, no longer simply inside a unmarried dialog, however throughout periods. If an agent is interrupted or wishes to select again up, it re-hydrates its complete context and continues the place it left off. So when brokers construct on each and every different’s paintings, they are running from a shared, sturdy figuring out slightly than simply reacting to the remaining message in a thread.
At the orchestration aspect, BAND manages the routing, coordination, and governance so brokers function inside their outlined limitations, give a contribution when it is suitable, and defer when it is not. State with out construction simply will give you brokers that know the whole thing and step on each and every different’s ft.
Maximum multi-agent frameworks provide you with one or the opposite: a message bus or a state retailer. We constructed them in combination as a result of dependable agent collaboration at scale wishes each. Sturdy consciousness of what is took place, and governance over what occurs subsequent.
