Pamela FurstSenior Manager, Customer Success

Why AI shouldn't self-grade code - CodeRabbit's Sahil Bansal weighs in

Name: Why AI shouldn't self-grade code - CodeRabbit's Sahil Bansal weighs in
Uploaded: 2026-04-23T14:55:15+00:00
Duration: 25 s
Channel: Pamela Furst
Description: Sahil Bansal argues AI coding agents shouldn't self-grade their output. Before AI, developers relied on peer code reviews to catch mistakes, not…

23 Apr 2026 · 0 min

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Sahil Bansal argues AI coding agents shouldn't self-grade their output. Before AI, developers relied on peer code reviews to catch mistakes, not self-approval. Tools like Claude Code and Cursor often claim generated code is perfect without external validation, a practice that would never fly for human developers.

There's a reason why the student doesn't self-grade their work. There is, there's a reason why in the pre-AI era we didn't do self-reviews. We didn't rely on the developer opening the PR to say, this is my code. It's perfect. Ship it. So we shouldn't rely on the coding agent doing that either. I build personal projects on the weekends all the time. And of course, Claude Code and of course Cursor, and they all tell me everything's great.