# Are Agent Code Reviews for AI-Generated Code Worth It?

> Source: <https://mattmccormick.ca/are-agent-code-reviews-for-ai-generated-code-worth-it/>
> Published: 2026-07-23 20:16:16+00:00

As I wrote previously, I’m exploring [building an agentic AI pipeline that mimics the full Software Development Lifecycle](https://mattmccormick.ca/building-systems-that-build-systems-setting-up-the-sdlc-in-langgraph/) (SDLC). I’m still doing a lot of iteration as I run into issues. The iterations that need to be made are decreasing in number and getting smaller though. I thought it would be interesting to see some results from the first main run that it’s had end to end.

While it’s in this development stage I’m keeping a fairly close eye on it. One thing I had noticed is that it seemed like a lot of the Pull Requests (PRs) were approved without much comment from the Code Reviewer agent. On the other hand, I had noticed some instances of the end-to-end QA agent flagging issues and then creating follow-up tickets to correct those.