The application was developed using an approach often referred to as vibe coding. In this model, generative AI is used not to produce final educational content, but to support rapid ideation, structuring, and prototyping. The development process began with structured meta-prompting using the Gemini 3 Flash Preview model to plan features, define interaction logic, and map pedagogical intent before implementation.
