Review economics
docker/compose
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took 1.5× the reviews submitted of the rest.
≥19%
Attributed
a floor
7
Attributed PRs
93
Other PRs
100
Read
Attributed — the latest 5
#13966 feat(reconcile): model network lifecycle in the plan
1 round · 9 reviews · 3.7d to merge
#13962 feat(reconcile): model volume recreation in the plan
3 reviews · 24h to merge
#13894 fix(oci): honor --insecure-registry when `up` re-loads the model
2 reviews · 18.9d to merge
#13742 Add rawsetenv message type for provider plugins
2 rounds · 9 reviews · 68.2d to merge
#13856 watch: do not rebuild depends_on services on file change
3 reviews · 1h to merge
The rest — the latest 5
#13999 build(deps): bump github.com/moby/moby/client from 0.5.0 to 0.5.1
1 reviews · 1h to merge
#13997 bump buildkit v0.32.1
1 reviews · 0h to merge
#13975 chore(deps): github.com/docker/buildx v0.36.0, buildkit v0.32.0
7 reviews · 6.2d to merge
#13984 build(deps): bump ossf/scorecard-action from 2.4.3 to 2.4.4
1 reviews · 4.1d to merge
#13995 build(deps): bump docker/docker-agent-action/.github/workflows/review-pr.yml from 2.0.2 to 2.0.3 in the docker-actions group
1 reviews · 1h to merge
How this was measured
19% 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 3924 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
The badge reads this repo’s current report, so it follows the number.
Tell me when this moves
We re-read docker/compose 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 docker/compose — 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