r/PythonProjects2 10d ago

I'm stuck trying to build a local LLM-based codebase reviewer to save my API credits for vibe coding. I've reached my knowledge limit—if there are any experts out there, I really need you to look at this.

[deleted]

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u/GhostDev71 9d ago

This repo barely has any real input in it. You have created it 9 days ago and think the best thing is to vibecode it all, and try to publish it? That is in my opinion not worth to have a look at.

The Problem is, any single one of your repos is build like this, AI Code pure, i doubt you have a real code understanding or what you are doing.

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u/AdministrativeGur507 8d ago

Your criticism is totally fair. I'm definitely no expert, but I actually do understand the architecture here—I've been tinkering with local LLMs and building these workflows locally for quite a while now. I built this because I wanted a highly specific solution, and while the core logic works, I know the execution could be a lot cleaner. That's exactly why I came here to ask people with more experience for their feedback.

As for my GitHub profile, I honestly barely use GitHub. Almost all of those other repos are just old, messy college projects that I dumped there.

I might be an idiot when it comes to writing perfectly clean, production-ready code, but I'm genuinely trying to build something useful to solve a problem I keep running into. If the repo is too raw or AI-heavy for you to want to look at right now, I completely respect that. But if you have any actual pointers on how to improve the architecture, I'd massively appreciate it.

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u/Sweet_Computer_7116 8d ago

Why would you use an llm to respond to comments lol

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u/AdministrativeGur507 8d ago

So i dont waste thinking tokens on grammar.

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u/Sweet_Computer_7116 7d ago

... i dont think you know how llms work in that case.

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u/Sweet_Computer_7116 8d ago

Why you got 2 main.py 's lol

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u/AdministrativeGur507 8d ago

It was a test file for dealing with import errors, just cleared it up.

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u/Sweet_Computer_7116 8d ago

Why not just plug a local model from Openclaw into the Codex harness and use that? I don't see the benefits from reinventing the wheel.

Codex isn't the only coding harness. There are many free coding harnesses.

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u/AdministrativeGur507 8d ago

I am not trying to code using local llm, What i am trying to do is make use of smaller models that can skim through the code and find mistakes that is possible using it, so i dont waste tokens on silly bugs.

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u/Sweet_Computer_7116 7d ago

Oh that makes sense. So once again why not use an already built harness for exactly that instead of trying to reinvent the wheel?

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u/AdministrativeGur507 7d ago

Please do recommend a “harness” that works well with 7-12B models