Review economics
karakeep-app/karakeep
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.8× the reviews submitted of the rest.
≥5%
Attributed
a floor
9
Attributed PRs
91
Other PRs
100
Read
Attributed — the latest 5
#2936 revert: remove --headless=new flag from default chrome docker compose
0 reviews · 0h to merge
#2929 feat: add a script to adhocly test the crawler + improve chrome flags
3 reviews · 0h to merge
#2904 docs(community): add wdoc to community projects
0 reviews · 48h to merge
#2784 feat(browser-extension): request host permission at runtime for client side crawling
1 reviews · 0h to merge
#2682 Fix timezone handling in date displays across the app
6 reviews · 27.0d to merge
The rest — the latest 5
#2976 fix: enable auto embedding by default for default inference configuration
3 reviews · 0h to merge
#2850 feat: Add support for configurable ID token signing algorithm in OAuth
1 reviews · 65.2d to merge
#2975 feat: add new article quality assessment
2 reviews · 3h to merge
#2973 feat(workers): auto-dismiss consent dialogs with autoconsent
3 reviews · 0h to merge
#2962 feat: add support for resaving already existing bookmarks
3 reviews · 5h to merge
How this was measured
5% 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; 6 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 543 merged PRs — the rest have not been analyzed yet.
Detected: Claude Code, OpenAI Codex, 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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