Review economics
apache/flink-cdc
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took 2.1× the reviews submitted of the rest.
≥8%
Attributed
a floor
6
Attributed PRs
94
Other PRs
100
Read
Attributed — the latest 5
#4446 [minor][pipeline-connector/sqlserver] Fix SQL Server schema restore without per-record JDBC
2 reviews · 13.7d to merge
#4447 [FLINK-39759][starrocks] Fix CHAR/VARCHAR mapping for utf8mb4 characters
3 reviews · 2.3d to merge
#4320 [FLINK-39252][pipeline-connector/sqlserver] Add SQL Server pipeline connector
1 round · 36 reviews · 91.0d to merge
#4292 [FLINK-39171][oracle-cdc] Fix Oracle pipeline connector wrong field case
4 reviews · 24.5d to merge
#4335 [build][release] Improve version handling in deploy_staging_jars.sh
1 reviews · 11h to merge
The rest — the latest 5
#4491 [FLINK-40239][runtime] Support additional Flink SQL regular expression functions in YAML Transform
3 reviews · 8.8d to merge
#4493 [FLINK-40274][cdc-cli] Remove unsupported kubernetes-session from target option help message
8 reviews · 3.2d to merge
#4453 [FLINK-40007][postgres] Fix snapshot fetch size conf does not take effect
2 reviews · 36.0d to merge
#4409 [FLINK-39732] Introduce ObjectIdDiscoverer SPI for flexible table subscription (with default JdbcTableDiscoverer)
11 reviews · 69.8d to merge
#4485 [hotfix][sqlserver] Align pipeline defaults with SQL API
1 reviews · 2h to merge
How this was measured
8% 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; 2 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 1492 merged PRs — the rest have not been analyzed yet.
Detected: OpenAI Codex, Claude Code, 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
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