Installed this expecting the usual AI review gimmick. It's not. I'm a backend dev, mostly PHP and Laravel, and I live in GitLab merge requests. Every other AI review tool I've tried had the same problem: an afternoon of wiring up CI and tokens, and then a bot dumps twenty comments on the MR that someone still has to sort through. ThinkReview has no setup at all. Install, open an MR, the review is already in the sidebar. No webhooks, no bot account, no pipeline config, nothing to rotate. Then I ran it on a real MR, not a demo, and it actually impressed me. It flagged a query that would have hurt at scale, an edge case I hadn't handled, and a couple of naming choices that would have confused whoever opened that file next. It tells you why, not just what, so it's easy to act on a suggestion or ignore it. Best part: nothing gets posted to the MR unless I post it. The review stays in my sidebar. It helps me review instead of reviewing for me.