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

Leader posted Originally published at www.linkedin.com 0 min read

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?

If you read this far, tweet to the author to show them you care. Tweet a Thanks
0 votes
0 votes
0 votes
0 votes

More Posts

AI in Coding: The Hype That Delivered an Expensive Autocomplete

Dev_Michael - Oct 14

The One-Letter Rails Bug That Slipped Past Rubocop, CI, and Code Reviews

Madhu Hari - Sep 3

Vibe Coding: You Keep Using That Word

Steve Fenton - Sep 1

Jules AI - The (Currently) Free Coding Assistant That Can't Follow Directions But Gets Shit Done

eristoddle - Jul 15

AI is transforming software development in Part 2 of my 'Vibe Coding' series.

Gaurav Gaur - Jul 7
chevron_left