Review economics
apache/incubator-seata
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.
≥10%
Attributed
a floor
8
Attributed PRs
92
Other PRs
100
Read
Attributed — the latest 5
#8139 bugfix: upgrade Groovy to 4.0.32 to support JDK 25
2 reviews · 0h to merge
#8117 optimize: update 2.7.0 release changelog
1 reviews · 13h to merge
#8116 optimize: fix incompatible dependencies
2 reviews · 14h to merge
#8112 optimize: optimize seata-server/test perf
6 reviews · 4.0d to merge
#8077 optimize: removed the OkHttp3 dependency from the NamingServer.
2 reviews · 4h to merge
The rest — the latest 5
#8196 optimize: update copyright year and ASF organization metadata
1 reviews · 2.3d to merge
#8192 optimize: update copyright year and ASF organization metadata
1 reviews · 1h to merge
#8160 bugfix : fastjson2 JSONB concurrent ref deserialization
4 reviews · 22.0d to merge
#8187 bugfix: fix read registry network config from local configuration
1 round · 2 reviews · 5h to merge
#8179 bugfix: set java.version to 17 for console module to fix compilation error
2 reviews · 3.8d to merge
How this was measured
10% 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 2811 merged PRs — the rest have not been analyzed yet.
Detected: GitHub Copilot coding agent, 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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