Reproduce “From Tools to Teacher-Built Teammates: No-Code Pedagogical Plugin Authoring with LearnAdapt Agentic Studio and PedOS 1.1 Lumina” on OpenResearch
Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.
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About this paper
Nizam Kadir
The authors present LearnAdapt Agentic Studio with PedOS 1.1 Lumina, a system that lets educators describe a science retrieval-practice plugin in plain English, preview it, and submit it for review. Specialized agents generate runtime artifacts, while approval, directory deployment, and gated telemetry form a governed lifecycle. The authors validate production paths, but report no learning gains or comparative evaluation.
Summary by alphaXiv.
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