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.
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How the prompt is shared out, before the model writes up to its own output limit.
| For | Outcome | ||||
|---|---|---|---|---|---|
| 1 | table | 0.754 | shown in full | 202 | |
| 1 | _execute_query | 0.743 | shown in full | 819 | |
| 1 | sql_ends_in_line_comment | 0.673 | signature only (the full code didn't fit) | 21 | |
| 1 | _compile_code | 0.652 | didn't fit the context budget | — | |
| 2 | table | 0.723 | shown in full | 33 | |
| 2 | _execute_query | 0.699 | signature only (the full code didn't fit) | 42 | |
| 2 | sql_ends_in_line_comment | 0.663 | signature only (the full code didn't fit) | 22 | |
| 2 | _compile_code | 0.604 | didn't fit the context budget | — | |
| 3 | table | 0.721 | shown in full | 92 | |
| 3 | _execute_query | 0.673 | signature only (the full code didn't fit) | 24 | |
| 3 | sql_ends_in_line_comment | 0.658 | signature only (the full code didn't fit) | 21 | |
| 3 | _compile_code | 0.590 | didn't fit the context budget | — | |
| 4 | table | 0.713 | shown in full | 169 | |
| 4 | _execute_query | 0.655 | didn't fit the context budget | — | |
| 4 | sql_ends_in_line_comment | 0.640 | didn't fit the context budget | — | |
| 4 | _compile_code | 0.590 | didn't fit the context budget | — | |
| 5 | table | 0.687 | shown in full | 267 | |
| 5 | _execute_query | 0.652 | didn't fit the context budget | — | |
| 5 | sql_ends_in_line_comment | 0.633 | didn't fit the context budget | — | |
| 5 | _compile_code | 0.579 | didn't fit the context budget | — | |
| 6 | table | 0.685 | holds the old version of the changed code | — | |
| 6 | _execute_query | 0.642 | didn't fit the context budget | — | |
| 6 | sql_ends_in_line_comment | 0.626 | didn't fit the context budget | — | |
| 6 | _compile_code | 0.574 | didn't fit the context budget | — | |
| 7 | table | 0.668 | signature only (the full code didn't fit) | 189 | |
| 7 | _execute_query | 0.642 | didn't fit the context budget | — | |
| 7 | sql_ends_in_line_comment | 0.620 | didn't fit the context budget | — | |
| 7 | _compile_code | 0.556 | didn't fit the context budget | — | |
| 8 | table | 0.661 | signature only (the full code didn't fit) | 21 | |
| 8 | _execute_query | 0.629 | didn't fit the context budget | — | |
| 8 | sql_ends_in_line_comment | 0.611 | didn't fit the context budget | — | |
| 8 | _compile_code | 0.549 | didn't fit the context budget | — |
Findings validation dropped, with the reason, are on the Diff tab.
Review #1386PR #3 on GitHub ↗1185681…19e8a96qwen3:8btook 23 s
2 critical2 warning