Review economics
apache/seatunnel
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took 2.6× the review rounds of the rest.
≥11%
Attributed
a floor
7
Attributed PRs
93
Other PRs
100
Read
Attributed — the latest 5
#11413 [Feature][Connector-V2] Add HugeGraph source connector and refactor sink with multi-mapping support
3 rounds · 18 reviews · 24.1d to merge
#11419 [Feature][Connector-V2] Support JDBC sink table_options for Dameng
3 rounds · 7 reviews · 17.4d to merge
#11521 [Feature][Connector-V2][Kafka] Support reading Kafka message headers in source connector
4 reviews · 3.7d to merge
#11416 [Feature][Connector-V2] Support JDBC sink table_options for Oracle
2 rounds · 8 reviews · 9.5d to merge
#11144 [Improve][Connector-V2] Harden Google Bigtable source-side state synchronization
3 rounds · 5 reviews · 31.0d to merge
The rest — the latest 5
#10990 [Feature][API] Define Knowledge Sync metadata field contract
8 reviews · 64.9d to merge
#11571 [Feature][Connector-File-Base] Add optional PDF RAG metadata for file source
2 rounds · 6 reviews · 7.8d to merge
#11629 [Docs][Zeta] Add runtime log diagnosis guide
2 rounds · 3 reviews · 39h to merge
#10690 [Feature][Connector-V2] Add tunnel_name option to MaxCompute Connector
1 round · 6 reviews · 124.6d to merge
#11630 [Fix][CI] Isolate Hazelcast test port ranges in CI
2 reviews · 29h to merge
Against other teams
Attributed work here takes 2.6× the review rounds of the rest — above the 0.6× median across 1985 published teams.
Higher than 100% of the 1985 published reports. See the distribution
How this was measured
11% 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 5050 merged PRs — the rest have not been analyzed yet.
Detected: Claude Code, Cursor agent, OpenAI Codex.
“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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