ChatDev 2.0 ships a no-code multi-agent platform with a cycle-aware execution engine

arXiv·medium signalXBlueskyLinkedInCopy link

DevAll pairs a declarative executable graph abstraction with a cycle-aware execution engine so heterogeneous agents and dynamic cyclic interactions live in one framework, addressing the usual tradeoff where code frameworks are expressive but engineering-heavy while no-code builders lock interactions into author-defined workflows. A visual interface handles authoring, running, monitoring and inspection including human-in-the-loop steps with no code. The authors report reproducing state-of-the-art multi-agent systems across three representative tasks at competitive performance without task-specific orchestration code, and it ships in the OpenBMB/ChatDev repository, which currently sits at 34,181 stars.