[cheevly]

It really sounds like you’re doing it wrong (using multi-agent patterns of yesteryear).

The proper way is to use multiple agents for work involving very large context, and splitting the context amongst them. It effectively enables encapsulation and separation of concerns, which yields much clearer benefits when working at scale.

[akrylov]

I have not tried deerflow 2.0 but the community showcase is not particularly impressive to be honest. Single agent system can do just as good. Any multi-Agent framework must constantly outperform single-agent on a different tasks.