Goal-graph scaffolding for LLM agents, in development since 2023. Thirteen pre-registered study series and roughly 600 scored runs measure how recorded advances and refutations reduce loops, improve solving, and transfer proven routes.
reproducible-research multi-agent-systems local-llm llm-evaluation llm-agents agent-evaluation agent-scaffolding goal-graphs pre-registered-studies empirical-ai
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Updated
Aug 26, 2026 - Python