Securing LangGraph Multi-Agent Workflows Against Memory Poisoning (ASI06) (opens in new tab)

Securing LangGraph Multi-Agent Workflows Against Memory Poisoning (ASI06) LangGraph has become the de facto standard for building complex, multi-agent workflows. Its core abstraction—the state graph—allows developers to build cyclic, stateful applications where agents can pause, resume, and pass context to one another. But this shared state introduces a critical security vulnerability: Memory Poisoning (ASI06). When multiple agents read from and write to the same LangGraph checkpointer (e.g.,...