Understanding Short-Term Memory in LangGraph: A Hands-On Guide
Architecting stateful multi-agent orchestrators with persistent checkpointing, conversational buffers, and distributed memory graphs.
A deep architectural dive into managing transient conversation threads, state checkpoints, and rolling memory windows in production multi-agent systems.
We built a LangGraph state graph backed by Redis for ephemeral short-term memory and PostgreSQL for persistent session checkpoints. Nodes exchange state diffs with deterministic transactional safety.