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What is the best AI for writing complex Python code?

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Hey everyone! I'm currently working on a backend project that's getting a bit out of hand, and I'm looking for a solid AI assistant to help manage the heavy lifting. I've tried a few basic tools, but they often struggle when things get technical. Specifically, I'm dealing with:

  • Implementing complex concurrency using the asyncio library
  • Writing custom decorators for multi-layered authentication

I find that some models start hallucinating methods or provide code that just isn't efficient for production. I really need something that understands deep logic and project-wide context. Has anyone found a specific AI that truly excels at high-level Python? What is the best AI for writing complex Python code in your experience?


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Quick question before I weigh in properly—are you looking to save money by running something locally, or are you fine with a monthly sub? If you're on a budget, DeepSeek Coder V2 or Mistral AI Codestral 22B are honestly solid for complex logic without the high price tag. Just curious what kind of monthly spend you're aiming for tho?


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@Reply #3 - good point! lol. Late to the party but I've been obsessed with getting my async logic perfect lately and it's been such a wild ride. I spent like three days straight trying to debug a race condition in a custom decorator for my backend project and it was a total nightmare because the AI kept hallucinating library internals. I finally found a workflow that actually respects the logic, but it took a lot of trial and error! It's so satisfying when you finally get that clean, non-blocking code running without it breaking your auth flow. Reliability is literally everything when you're dealing with multi-layered decorators. I'm curious tho, are you looking for something that can index your entire repo at once, or is your code modular enough that you only need context for a few files at a time? Also, are you more focused on raw logic precision or do you need it to follow a very specific style guide for your production environment?


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I've found Anthropic Claude 3.5 Sonnet much more reliable than OpenAI GPT-4o for complex decorators. Claude is way more precise with logic, and Cursor AI Code Editor handles the context best.


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