Satyarth Priyedarshi

From Context to Code : Constraint Memory as Executable Checks in Agent Organizations

Agent organisations, made of planners, workers, checkers and human approvers, are increasingly assembled by pairing a workflow engine with an agent runtime. This paper studies one such pairing, a LangGraph state graph driving the OpenClaw agent runtime, on a real business task. A...