Review economics
alibaba/zvec
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.3× the reviews submitted of the rest.
≥2%
Attributed
a floor
8
Attributed PRs
92
Other PRs
100
Read
Attributed — the latest 5
#495 feat(c_api): add DiskANN index type support to C API
3 reviews · 25.2d to merge
#581 fix: accept Xcode 26.5's renamed libtool version string in iOS Arrow build
1 reviews · 7h to merge
#541 fix(collection): open LOCK file read-only when collection is read-only
1 round · 3 reviews · 22h to merge
#542 fix(arrow): propagate compiler settings to ExternalProject
2 reviews · 21h to merge
#525 minor(c_api): duplicated & mismatched definition
1 reviews · 20h to merge
The rest — the latest 5
#614 fix(collection): allow writes and reads to proceed during Optimize
20 reviews · 12.9d to merge
#654 fix(kmeans): correct spherical centroid normalization
2 reviews · 2h to merge
#652 refactor: remove redundant IndexLogger
1 reviews · 15h to merge
#645 fix: properly handle larger final IPC chunk in mmap store
1 reviews · 27h to merge
#651 docs: update qrcode in readme
1 reviews · 3h to merge
How this was measured
2% 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; 3 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 340 merged PRs — the rest have not been analyzed yet.
Detected: OpenAI Codex, 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
The badge reads this repo’s current report, so it follows the number.
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