GUI grounding, which maps natural-language instructions to actionable UI elements, is a core capability of GUI agents. Prior works largely treats instructions as a static proxy for user intent, ...

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.

MP3 Batch Tagger is a user-friendly graphical application designed for batch editing ID3 metadata in MP3 files & WAV files. This tool was collaboratively developed by The Kraken (the user) and Grok ...