How I Rebuilt Educando.app's Core: Tavily + GPT-5.4 nano Search Pipeline

After a security incident forced Educando.app offline, I took the opportunity to rethink the entire product. The original version was a Gemini-powered activity generator for Brazilian teachers. The new version is an intelligent content repository with a semantic search pipeline. This post is about t