Review economics
apache/kafka
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.5× the reviews submitted of the rest.
≥6%
Attributed
a floor
7
Attributed PRs
93
Other PRs
100
Read
Attributed — the latest 5
#22958 KAFKA-20503: Add integration tests for transaction buffering
1 reviews · 8.1d to merge
#22957 KAFKA-20501: Add IQv1 isolation-level integration tests
1 reviews · 8.3d to merge
#22959 KAFKA-20504: Update state wipe tests
2 reviews · 8.1d to merge
#21337 KAFKA-20032: KIP-1265 Automatic detection of internal API usage
12 reviews · 162.1d to merge
#23007 KAFKA-20849: Update the headers-aware store docs on suppress()
2 reviews · 4h to merge
The rest — the latest 5
#22271 KAFKA-20385 [2/N]: Add setRebalanceListener into *Consumer
25 reviews · 84.7d to merge
#23082 KAFKA-20893: Avoid reporting incorrect task-offsets to Kafka Streams assignor
4 reviews · 12h to merge
#23076 KAFKA-20881: Select the correct Connect module JAR in system tests
4 reviews · 26h to merge
#23020 MINOR: Validate the node id inside LocalTieredStorage#nodeId
2 reviews · 3.5d to merge
#23015 MINOR: Upgrade gradle to 9.6.1
2 reviews · 4.4d to merge
How this was measured
6% 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 13779 merged PRs — the rest have not been analyzed yet.
Detected: 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
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