I'm not a programmer, but I tried four vibe coding tools to see if I could build anything at all on my own. Here's what I did and did not accomplish.

Create a no-code AI researcher with two research modes and verifiable links, so you get quick answers and deeper findings ...

Learn NotebookLM with source-specific chat and citations, then build concept maps and podcasts to study faster and retain ...