Review economics
Uberi/speech_recognition
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.7× the time to merge of the rest.
≥4%
Attributed
a floor
3
Attributed PRs
97
Other PRs
100
Read
Attributed — the latest 3
The rest — the latest 5
#907 Update pinned GitHub Actions
0 reviews · 16h to merge
#906 Drop Python 3.9 support
0 reviews · 8h to merge
#905 Support GPT Transcribe in the OpenAI recognizer
0 reviews · 24h to merge
#902 chore: Install ffmpeg direct in Linux for CI stability
0 reviews · 1h to merge
#838 Switch to PyPI Trusted publisher
1 reviews · 351.1d 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; 11 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 154 merged PRs — the rest have not been analyzed yet.
Detected: OpenAI Codex, Claude Code, Devin, GitHub Copilot coding agent, OpenHands.
“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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