Critical vulnerabilities in the LangGraph framework allow attackers to achieve remote code execution by exploiting SQL injection in SQLite checkpointers and unsafe msgpack deserialization. Developers self-hosting stateful AI agents must immediately update to patched versions to protect persistence layers that store execution states. As multi-agent systems become more common, securing these memory layers is essential to prevent the injection of malicious serialized data.
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