Area agents own ingest, the tagging pipeline, search and analytics, natural-language parsing, the React UI, and sample clips. The spec is docs/PLAN.md. Where that file and AGENTS.md disagree, ...

Traditional learning platforms treat education as a static pipeline: video lectures, fixed reading materials, generic quizzes, and static progression bars. CogFlow introduces cognitive awareness to ...