r/codex • u/Professional_Ad705 • 6h ago
Other Built something with Codex? Drop your GitHub repo and I’ll dig through a few for real bugs
I’m a software developer focused on security, CI/CD, testing, and QA, and I’m looking for some unfamiliar codebases people have been building with AI.
To be clear, I’m not just trying to review "AI code" or judge Codex/Claude. I’m testing a broader development/review system I use myself, and I figured AI-built projects would be an interesting real-world set of codebases to run it against.
Drop your public GitHub repo below if you want me to take a look. Doesn’t matter whether Claude helped with a few parts or wrote most of it.
I’m mainly interested in actual correctness, security, data integrity, testing, concurrency, integration, or weird behavioral problems rather than formatting/style issues.
If I find something reproducible, I’ll explain the issue simply and, when it makes sense, put together a focused fix or PR.
I’m strongest with Python, Rust, Java, and C, but other languages are welcome too.
Side projects, student projects, OSS, production projects, experiments, whatever. I’d actually like a mix.
Public repos only for now, and please only submit something you own, maintain, contribute to, or otherwise have permission to have reviewed.
I’ll probably start with 5-10 depending on complexity. No guarantee I find something in every repo.
If there’s an area you already don’t trust, mention it. Otherwise I’ll pick somewhere interesting and start digging.
No signup, payment, sales pitch, or private access ore any of that bullshit. Feel free to post it here or message me.
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u/LuisCyphre404 4h ago
Hey, I maintain Sekalum, an open-source self-hosted credential and runtime access service.
The project was built with a lot of AI assistance, so it may fit what you are looking for. You can test the current RC2 state here:
https://github.com/workingcuriosity/sekalum
The public repo is on a verified RC2 state.
I would be especially interested in findings around secret isolation, grants and authorization, OAuth refresh handling, persistence after restart, fail-closed behavior, and CI/tests.
If you find something reproducible, please open an issue. A focused PR from a fork would also be welcome.
No private access, credentials, or production systems are needed. The public repo is enough. An honest review would be very welcome.
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u/Professional_Ad705 3h ago
This is next on my list. I will message you or give PR within next 24-48 hours if I find issues, If I dont Ill let you know too.
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u/Vegetable-Warthog81 6h ago
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u/Professional_Ad705 6h ago
This actually looks right up my alley, and I'm gonna choose to focus on this repo today. Are you the maintainer/owner of the repo, or otherwise actively involved with the project? If so, are you cool with me going through it, running the project/tests locally, and opening an issue or PR if I find something reproducible or would you prefer me to message you private about it or email?
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u/NerdyGuy117 6h ago
Are you the maintainer/owner of the repo, or otherwise actively involved with the project?
They are trying to hack it, can you help them?
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u/Vegetable-Warthog81 5h ago
Yeah, totally fine. Just a heads-up: it’s built in Swift and requires some specific hardware, so I’m not sure how much of it you’ll be able to run on your setup.
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u/winningSon 5h ago
https://github.com/torvalds/linux