Why we built a review IDE instead of another AI commenter
Most AI review tools live inside GitHub's diff view. We think that's the wrong primitive when PRs span subsystems. Here's the reasoning behind the cluster canvas.
Blog
Notes from building Acuvis.
What we learned, what we tried, what we shipped. No SEO filler.
2026-05-12 2026-05-04 How we group files into clusters: import graphs, call graphs, co-change
The cluster canvas is only as useful as the clusters themselves. Here's the algorithm we use, the signals we mix, and the cases where it falls over.
2026-04-22 Five concern families, and why we don't add a sixth
Security, correctness, performance, architecture, tests. We had a longer list. Here's why we collapsed it.
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