Permission-aware AoA connector for authorized course-platform content: normalized knowledge, retrieval, evidence packets, local evals, and MCP tools.

Java Swing learning management platform with role-based dashboards, course workflows, quizzes, JSON storage, PDF certificates, analytics, and UML design.

AI red teaming case study on instruction-based indirect prompt injection in browser-AI quiz workflows.

LearnKit is a zero-backend, static-file tutorial framework for technical learners and authors. Create and follow interactive tutorials with checklists and progress tracking—all in plain HTML, CSS, and JS. No server or build tools required.