Review economics
qualcomm/GenieX
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.7× the reviews submitted of the rest.
≥3%
Attributed
a floor
4
Attributed PRs
96
Other PRs
100
Read
Attributed — the latest 4
#1156 ci(release): use Trusted Publishing for production PyPI
1 reviews · 43h to merge
#1145 docs: drop HOME export step from Linux ARM64 install
0 reviews · 0h to merge
#1142 docs(dx): add same NPU troubleshooting to Chinese docs
0 reviews · 0h to merge
#1137 docs(dx): add NPU driver symlink and hybrid CPU-fallback troubleshooting
1 reviews · 0h to merge
The rest — the latest 5
#1289 fix(sdk): reacquire HTP sessions on all devices, not just NPU
0 reviews · 23h to merge
#1285 feat(sdk): add InternVL 3.5 QAIRT model support and fix Gemma4 geniex-bench errors
1 reviews · 21h to merge
#1291 ci(qdc): reconstruct pytest summary from --report-log on abort
0 reviews · 7h to merge
#1290 build(release): rename Python sdist assets to match other release artifacts
0 reviews · 8h to merge
#1288 perf(python): coalesce range GETs in install-time SDK fetch
0 reviews · 9h to merge
How this was measured
3% 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 863 merged PRs — the rest have not been analyzed yet.
Detected: 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
The badge reads this repo’s current report, so it follows the number.
Tell me when this moves
We re-read qualcomm/GenieX weekly and email only when the number changes materially.
Read your own repos
This one is public. For a private repo, run the same read locally through your own GitHub credentials — nothing is installed and nothing is sent to us.
npx @ambera/review-taxWant this continuously on qualcomm/GenieX — each pull request paired to the task it came from, and the work graded from its review loop rather than its diff size? Claim this repo in Forge
Browse every repo people have read · Read a different repository