Read-only demo. These reviews were made by a local model (qwen3:8b) on a laptop GPU, then copied here; nothing runs on this server but the pages. Source and evaluation: github.com/RAIF-KARANI/codelens. To run it on your own repositories, download CodeLens Desktop for Windows.