| Layer | Likely Technologies | |---------------------|--------------------------------------------------| | Frontend (if Pages) | HTML5, CSS3, Tailwind/Bootstrap, Vanilla JS, React or Vue (for complex demos) | | Backend (if any) | Node.js (Express), Flask (Python), or Go for lightweight APIs | | Scripting | Python 3.x, Bash, PowerShell Core | | DevOps hints | GitHub Actions for CI/CD, Dockerfiles for containerized demos | | Documentation | Markdown, MkDocs, or Jekyll (native to GitHub Pages) |
TopVAS implements this methodology through software. The GitHub repositories associated with this nomenclature typically serve as the interface layer for this data. They allow administrators to view dashboards, teachers to input qualitative assessments, and researchers to extract data for longitudinal studies. The GitHub ecosystem surrounding TopVAS suggests a transition from purely internal tools to a more extensible framework where third-party developers can build integrations. topvas.github