Review economics
zhisheng17/flink-learning
Read from the 31 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.0× the time to merge of the rest.
≥35%
Attributed
a floor
5
Attributed PRs
26
Other PRs
31
Read
Attributed — the latest 5
#89 Implement all empty flink-learning-project modules with comprehensive Flink examples
1 reviews · 3.6d to merge
#85 Complete flink-learning-datalake module and resolve merge conflicts with master
0 reviews · 0h to merge
#86 Rename flink-learning-table-store to flink-learning-paimon
1 reviews · 0h to merge
#84 [WIP] Implement missing modules in flink-learning-cdc
1 reviews · 0h to merge
#82 [WIP] Upgrade project dependencies to latest Flink version
1 reviews · 1h to merge
The rest — the latest 5
#91 Bump com.squareup.okhttp3:okhttp from 3.12.1 to 4.9.2 in /flink-learning-k8s/flink-k8s
0 reviews · 4h to merge
#90 Bump com.alibaba:fastjson from 1.2.54 to 1.2.83 in /flink-learning-sql/flink-learning-sql-client
0 reviews · 4h to merge
#92 Bump io.netty:netty-all from 4.1.6.Final to 4.1.42.Final in /flink-learning-connectors/flink-learning-connectors-netty
0 reviews · 4h to merge
#87 Bump com.alibaba.nacos:nacos-common from 1.4.1 to 1.4.5 in /flink-learning-configuration-center/flink-learning-configuration-center-nacos
0 reviews · 0h to merge
#88 Bump org.apache.kafka:kafka-clients from 2.4.1 to 3.9.1 in /flink-learning-extends/FlinkLogKafkaAppender
0 reviews · 0h to merge
How this was measured
35% 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.
Detected: 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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