The Problem with AI Tests That Don't Know Your App
Dev.to AI
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Generative AI
AI-generated Cypress tests are promising - but by default, the AI has never seen your app. The interesting part isn't "look, the AI wrote a test." The interesting part is whether an AI grounded in your team's own Swagger spec, component docs, and bug history can cover things you would miss. That's where RAG comes in. RAG (Retrieval-Augmented Generation) is the pattern of feeding your own documents to an AI at query time. Instead of a generic model guessing at your button labels and API routes, it works from the same source of truth your team already uses.