You need to drop your source code into some LLMs and ask for a security review - there's lots of holes.
And yes, it's an LLM that pointed them out.
So, are you saying the security holes don't exist because an LLM found them?
Then ask it for more.
Then do the same this with Google AI studio - drop the zipfile in and ask it to analyse for security flaws.
Consider Claude Code's new /security-review prompt or just use the prompt starting from "Objective" after giving the context (see the Git shell commands) to Claude Opus 4.1.
https://raw.githubusercontent.com/anthropics/claude-code-sec...
Definitely Opus 4.1 though, not lesser.
LLM all around, hail Skynet.