Review economics
apache/doris
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.2× the review rounds of the rest.
≥16%
Attributed
a floor
8
Attributed PRs
92
Other PRs
100
Read
Attributed — the latest 5
#66469 [fix](load)(regression-test) fix broker load label self-conflict on pending retry; deflake P2 suites
1 reviews · 9h to merge
#66400 [opt](build) 1/4: Speed up BE full build ~22% by cutting hot-header include edges
6 reviews · 31h to merge
#66151 [refactor](storage) extract MowKeyProbe and HistoricalRowFetcher
1 round · 10 reviews · 7.9d to merge
#66331 [feat](catalog) support ADBC catalog that reads external sources over Arrow
2 reviews · 4.7d to merge
#62107 [fix](eagerAgg) Fix eager aggregation incorrectly pushing agg(literal) to nullable side of outer joins
2 reviews · 10.0d to merge
The rest — the latest 5
#66503 branch-4.1: [fix](paimon) Support Variant in native reader
1 reviews · 13h to merge
#66346 branch-4.1: [chore](paimon) Upgrade Paimon to 1.4.2
1 round · 3 reviews · 4.4d to merge
#66221 [chore](thirdparty) Upgrade Apache Arrow to 24.0.0
8 rounds · 15 reviews · 7.3d to merge
#66465 [fix](be) Pin be exec version in segment test
1 reviews · 10h to merge
#66433 [fix](docker)(case) Fix kerberized-HDFS p2 suites: SASL client property, Paimon fixture, iceberg root-cause reporting
1 reviews · 27h to merge
Against other teams
Attributed work here takes 0.2× the review rounds of the rest — below the 0.6× median across 2353 published teams.
Higher than 26% of the 2353 published reports. See the distribution
How this was measured
16% 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; 7 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 47143 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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