Education

Five use cases for edtech platforms, universities, and learning teams. These examples show how to build AI learning experiences that adapt to learners rather than deliver static content.

Use Case	Patterns	Integration
Adaptive Curriculum Builder	ScaffoldingFramework + ZoneOfProximalDevelopment + CognitiveLoadManager	LangChain with memory
Socratic Tutoring Agent	SocraticQuestioner + MetacognitiveMonitor + LearningFromExperience	AutoGen tutor loop
Assessment & Rubric Designer	RubricDesigner + FormativeAssessmentFramework + SummativeEvaluator	Blueprint
Concept Explanation Engine	ConceptExplainer + AnalogicalReasoner + MetaphorGenerator	Raw Context + CAI measurement
Research Literature Review	HypothesisGenerator + CrossDomainSynthesizer + SynthesisBuilder	LlamaIndex + TemplateBenchmark