TL;DR interrupt() is LangGraph’s answer for stopping to ask a person, and it is the right one for a notebook or a script. On ...
ByteDance’s DeerFlow 2.0 offers a free, open-source alternative to Manus. You can run tasks locally with just four cores and 8GB RAM for complete control.