this post was submitted on 02 Feb 2026
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Might make open source more trustworthy, It can't be any harder to check than closed source.
A week or two back there was a post on Reddit where someone was advertising a project they'd put up on GitHub, and when I went to look at it I didn't find any documentation explaining how it actually worked - just how to install it and run it.
So I gave Gemini the URL of the repository and asked it to generate a "Deep Research" report on how it worked. Got a very extensive and detailed breakdown, including some positives and negatives that weren't mentioned in the existing readme.
Yeah, LLMs do a decent job explaining what code does.
I don't know yet how good Gemini about it,but I think https://deepwiki.com/ this tool will overkill anything for now