Whenever I put stuff out there, I didn't know if people had enough prerequisites about what I'm showing (agents, RAG, etc..), so I either say too much, or too little.<p>I locked-in for a whole year (my GitHub commits showed lol: <a href="https://github.com/trancethehuman">https://github.com/trancethehuman</a>) and built several prototypes of this: chat-based AI tutor, Text-to-speech interactive UX, etc..<p>But I love videos, and I ended up building some infras around video and AI to make the lesson easier to digest and provide just-in-time help for people watching.<p>I've been looking at MCP servers too, so one day my students can even hook their Cursor or any IDE to my app and let their agent learn on the spot the coding video.<p>That's all. Just wanted to share it here!