Review economics
apache/hadoop
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took 2.3× the reviews submitted of the rest.
≥7%
Attributed
a floor
5
Attributed PRs
95
Other PRs
100
Read
Attributed — the latest 5
#8606 HADOOP-15190. Replace Clover with JaCoCo for code coverage
14 reviews · 18.4d to merge
#8621 YARN-11969. Make catalog-webapp jasmine browser tests skippable independently of -DskipTests
5 reviews · 11.8d to merge
#8347 HDFS-11161. Incorporate Baidu BOS file system implementation.
16 reviews · 122.1d to merge
#8561 HDFS-17593. Allow setting block locations when opening streams
7 reviews · 4.8d to merge
#8513 HADOOP-19902. [ABFS] Fix small write hflush followed by close
2 reviews · 4.8d to merge
The rest — the latest 5
#8639 HADOOP-19851. Point S3A GCS docs to the hadoop-gcp connector
1 reviews · 6.0d to merge
#8503 HADOOP-19891: update cloud connector testing requirements
1 reviews · 77.0d to merge
#8643 HADOOP-19949. Upgrade lz4-java to 1.11.1 due to CVE-2026-59949
3 reviews · 3.4d to merge
#8649 HDFS-17955. Fix Checkpointer startup checkpoint on fresh VMs
2 reviews · 23h to merge
#8533 HADOOP-19914. Replace JLine static `Log` reference with SLF4J `Logger` instance
1 reviews · 3.5d to merge
How this was measured
7% 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 4894 merged PRs — the rest have not been analyzed yet.
Detected: Claude Code, 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.
Tell me when this moves
We re-read apache/hadoop weekly and email only when the number changes materially.
Read your own repos
This one is public. For a private repo, run the same read locally through your own GitHub credentials — nothing is installed and nothing is sent to us.
npx @ambera/review-taxWant this continuously on apache/hadoop — each pull request paired to the task it came from, and the work graded from its review loop rather than its diff size? Claim this repo in Forge
Browse every repo people have read · Read a different repository