this post was submitted on 02 Jun 2025
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The place I work is actively developing an internal version of this. We already have optional AI PR reviews (they neither approve nor reject, just offer an opinion). As a reviewer, AI is the same as any other. It offers an opinion and you can judge for yourself whether its points need to be addressed or not. I'll be interested to see whether its comments affect the comments of the tech lead.
I've seen a preview of a system that detects problems like failing sonar analysis and it can offer a PR to fix it. I suppose for simple enough fixes like removing unused imports or unused code it might be fine. It gets static analysis and review like any other PR, so it's not going to be merging any defects without getting past a human reviewer.
I don't know how good any of this shit actually is. I tested the AI review once and it didn't have a lot to say because it was a really simple PR. It's a tool. When it does good, fine. When it doesn't, it probably won't take any more effort than any other bad input.
I'm sure you can always find horrific examples, but the question is how common they are and how subtle any introduced bugs are, to get past the developer and a human reviewer. Might depend more on time pressure than anything, like always.
The "AI agent" approach's goal doesn't include a human reviewer. As in the agent is independent, or is reviewed by other AI agents. Full automation.
They are selling those AI agents as working right now despite the obvious flaws.
From what I know, those agents can be absolutely fantastic as long as they run under strict guidance of a senior developer who really knows how to use them. Fully autonomous agents sound like a terrible idea.