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The biggest problem with AI coding assistants is that they create a lot of “buggy code”.

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— Originally published at www.linkedin.com

The biggest problem with AI coding assistants is that they create a lot of “buggy code”.

So, what’s the solution?

Make AI learn to fix its own mess

Alibaba built SWE-smith: an automatic bug generator + fixer that:

  • Creates real bugs in GitHub repos
  • Verifies them via unit tests
  • Has AI agents fix them step-by-step
  • Produces before/after examples at scale

Basically, don’t just have AI models generate code, but also fine-tune them to fix the bugs.

What do you think? Would this solve the problem?

4 Comments

•

It will help but it will take years to make it better. We are forgetting that AI is a language model, just a good pattern matching. It still doesn't think. It looks like it's thinking. And we should be grateful for that.

0 votes
•

Very rightly said!

0 votes
•

i think this would solve the problem.

0 votes
•

To make more useful with current capacity what it have, we need to break things into small modueles then it handles very well.

0 votes
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Nikhilesh Tayal
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