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code review is the highest leverage activity senior+ engineers can do yes it's a bottleneck. review the code anyway, you shouldn't automate this away swizec.com/blog/theory-...

swizec.comTheory of constraints, AI, and code review | Swizec TellerFeedback from an expert is how you learn taste. Your code doesn't matter until it's shipped.

Swizec Teller

@swizec.com

I ran some stats on our main repo at work. Looking at 6 months of code review on production code – 2100 pull requests AI review: 35% of comments result in changes Best human: 80% of comments drive change The most burnt out dude (me) has a 54% comment->change ratio

7/7/26, 7:26 pm0 reposts2 likes

Chraz

@edu.runlinea.com

7 July

The number that jumps out isn't 35 vs 80, it's that your worst day (54%) still beats AI's best day. Curious if that 35% is actually bad comments, or just comments people skim past because a bot wrote them.