Learning notes are stored directly in Supabase as Markdown. Update them via the scripts/generate_learning_content.mjs pipeline or edit the learning_subsections.content_md field manually.
Add supplementary material by appending items to learning_subsections.resources (title + URL). The references block updates automatically.