Review economics
PaddlePaddle/Paddle
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.1× the review rounds of the rest.
≥6%
Attributed
a floor
8
Attributed PRs
92
Other PRs
100
Read
Attributed — the latest 5
#79610 [Agent] Add PaddleFleet integration part and more ecosystem cases to cross ecosystem custom op skill
1 round · 12 reviews · 1h to merge
#79593 [release/3.4][Compat] Add `CallableProxyModule` to support proxyed `torch.device` as type hints
2 reviews · 22h to merge
#78735 [Compat] Add `CallableProxyModule` to support proxyed `torch.device` as type hints
2 reviews · 29h to merge
#79566 [Cpp API Compatibility] Unwrap `StorageHolderView` in `record_stream`
4 reviews · 22h to merge
#79557 [cherry-pick] align the precision of log2 api with torch+2.12.0
2 reviews · 41h to merge
The rest — the latest 5
#74185 [0-size Tensor Job2 No.40、41] Add 0-size Tensor support for paddle.linalg.cholesky
1 reviews · 25h to merge
#74184 [0-size Tensor No.114] Add 0-size Tensor support for paddle.linalg.pinv
1 reviews · 27h to merge
#30776 Merge ascend_optimizer and ascend_parser.
6 reviews · 3h to merge
#79607 [CI] Remove unused approval checks
1 round · 7 reviews · 3h to merge
#79567 [CI] Enable NPU C++20 toolchain baseline
1 round · 8 reviews · 5.2d to merge
How this was measured
6% 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; 5 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 44422 merged PRs — the rest have not been analyzed yet.
Detected: GitHub Copilot coding agent, OpenAI Codex, Claude Code.
“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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