🧠 Final Knowledge Assessment

LangGraph only supports single-threaded Python code.

LangGraph natively supports cyclic graphs and state checkpoints, enabling autonomous agent loops and human-in-the-loop pauses.

LangGraph cannot handle JSON state objects.

LangGraph requires GPU clusters to run.