Review economics
MIC-DKFZ/nnUNet
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.3× the time to merge of the rest.
≥4%
Attributed
a floor
4
Attributed PRs
96
Other PRs
100
Read
Attributed — the latest 4
#3017 fix: remove HTTP/1.0 override that breaks Zenodo model downloads
0 reviews · 17h to merge
#3016 fix: use shutil.copyfile to avoid permission error on shared output dirs
0 reviews · 17h to merge
#3013 fix: correct isinstance check for dataloader_val in on_train_end
0 reviews · 0h to merge
#2973 Log actual augmentation transforms in debug.json
2 reviews · 65.0d to merge
The rest — the latest 5
#3047 Fix UnboundLocalError when passing a dict to load_checkpoint
1 reviews · 16h to merge
#3040 chore: improve nnUNet maintenance path
1 reviews · 27.7d to merge
#3041 Typo fix in preprocessing/normalization readme
2 reviews · 20.0d to merge
#3043 Scope intel_macos extra constraints to macOS via platform marker
1 reviews · 15.6d to merge
#3045 Fix doc typos
1 reviews · 9.7d to merge
How this was measured
4% of merged commits carry agent attribution — a floor, not the share; tools that only complete code inline leave no commit trail, so the unattributed side includes AI-assisted work; reads 100 of 146 merged PRs — the rest have not been analyzed yet.
Detected: Claude Code, GitHub Copilot coding agent.
“Attributed” means a commit carried an agent’s signature — a co-author trailer, an agent commit identity, or an agent bot account. Tools that only complete code inline leave no such mark, so the other column is “rest”, not “human-written”. Full method and its limits
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