Review economics
unclecode/crawl4ai
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.
≥5%
Attributed
a floor
25
Attributed PRs
75
Other PRs
100
Read
Attributed — the latest 5
#1895 fix: convert page_timeout ms to seconds for aiohttp (#1894)
0 reviews · 95.6d to merge
#1904 feat: add preserve_classes/preserve_tags whitelist to PruningContentFilter (#1900)
0 reviews · 91.6d to merge
#2047 fix(docker): use writable directories for supervisord pid and redis data
1 reviews · 42h to merge
#1952 fix: log failure reason before COMPLETE and fix misleading SCRAPE ✓ (#1949)
0 reviews · 3.9d to merge
#1940 fix: broaden mermaid SVG text extraction and prevent nested fences (#1043)
0 reviews · 5.7d to merge
The rest — the latest 5
#2081 fix(docker): tolerate unavailable IPv6 loopback
0 reviews · 4.7d to merge
#2077 release: Crawl4AI v0.9.2
0 reviews · 0h to merge
#2072 fix(dispatcher): clean up closed stream tasks
0 reviews · 40h to merge
#2067 fix(docker): include Playwright headless shell
3 reviews · 23h to merge
#2063 fix(docker): playground config type + monitor websocket auth dep
0 reviews · 31h 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; reads 100 of 215 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.
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