SGH replaces implicit agent loops with explicit static DAGs, immutable execution plans, layered planning/recovery, and strict escalation protocols to improve controllability in LLM agents.
Agentkit: Structured llm reasoning with dynamic graphs.arXiv preprint arXiv:2404.11483
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From Agent Loops to Structured Graphs:A Scheduler-Theoretic Framework for LLM Agent Execution
SGH replaces implicit agent loops with explicit static DAGs, immutable execution plans, layered planning/recovery, and strict escalation protocols to improve controllability in LLM agents.