Review economics
roboflow/rf-detr
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.6× the reviews submitted of the rest.
≥59%
Attributed
a floor
66
Attributed PRs
34
Other PRs
100
Read
Attributed — the latest 5
#1290 test(utilities): add docstrings and doctests to helper functions
1 reviews · 1h to merge
#1279 fix(training): restore GPU memory usage in the progress bar
2 reviews · 25h to merge
#1278 perf(transformer): avoid materialising repeated top-k gather indices in two-stage selection
2 reviews · 16h to merge
#1277 feat(augment): support Blur, Sharpen, Equalize and CLAHE on the Kornia backend
2 reviews · 12h to merge
#1275 releasing `1.9.1` [rebase & merge]
0 reviews · 16h to merge
The rest — the latest 5
#1288 refactor: enable mypy strict checking for rfdetr.datasets.yolo
2 reviews · 9h to merge
#1283 fix: guard `ModelContext.reinitialize_detection_head` against cleared weights
2 reviews · 17h to merge
#1282 perf(postprocess): skip redundant CUDA presence checks in keypoint decode
2 reviews · 22h to merge
#1281 perf(matcher): copy only the diagonal cost blocks to CPU before assignment
2 reviews · 23h to merge
#1280 fix(detr): use the resolution-override config when building evaluate()'s datamodule
2 reviews · 25h to merge
How this was measured
59% 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 540 merged PRs — the rest have not been analyzed yet.
Detected: Claude Code, GitHub Copilot coding agent, OpenAI Codex, Cursor 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
The badge reads this repo’s current report, so it follows the number.
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