Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

zot - A scale-out production-ready vendor-neutral OCI-native container image/artifact registry (purely based on OCI Distribution Specification)

01Result

project-zot/zot ↗

project-zot/zot AI coding statistics: 8.6%

of 243 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
8.6% agent · top contributor 28.6%12 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

21
agent commits
222
other considered commits
12
agent contributors
28.6%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

20assisted
1autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%21
2026-030%17
2026-043.1%32
2026-050%24
2026-068%25
2026-0712.7%55
2026-0815.6%45
2026-0916.7%24

Peak month: 16.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic166.6%
GitHub CopilotGitHub62.5%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • 354fc227 on GitHubfix(search): configure the GraphQL server explicitly instead of the e… (#4Claude Code
  • b689b062 on GitHubfeat(events): configurable CloudEvents source and type namespace (#4385)Claude Code
  • e9404643 on GitHubfix(events): only log successful publish when all sinks accept the event Claude Code
  • a21175a6 on GitHubrefactor(compat): consolidate repetitive media-type checks into helpers (#GitHub Copilot
  • 58b25cd3 on GitHubchore(deps): bump the go-dependencies group with 12 updates (#4396)GitHub Copilot
  • bad36ee9 on GitHubfix(imagetrust): add recognization of sigstore v3 bundles (#4307)GitHub Copilot

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window263
Merge commits removed−0
CI / dependency bots removed−20
Considered243

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Go AI coding statisticsCompare evidence across Go repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli project-zot/zot

Scan another repository

Try