Deep dive into LangGraph’s Pregel execution model, checkpointing internals, and DeepAgents
Wrote a long-form technical post on what’s actually happening under the LangGraph API. The main insight that surprised me: LangGraph’s StateGraph is a high-level abstraction over a Pregel runtime. The real primitives are actors (PregelNodes) and channe…