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.

Easy to use OpenID Connect client and server library written for Go and certified by the OpenID Foundation

zitadel/oidc ↗

zitadel/oidc AI coding statistics: 25.7%

of 35 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 35 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
25.7% agent · top contributor 22.2%8 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

9
agent commits
26
other considered commits
8
agent contributors
22.2%
largest contributor

What shapes this result

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

Assisted or autonomous

8assisted
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%1
2026-0333.3%3
2026-0420%10
2026-0727.3%11
2026-0833.3%6
2026-0925%4

Peak month: 33.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub720%
Claude CodeAnthropic25.7%

Inspect the matches

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

Matched commit samples

  • 98df2706 on GitHubfeat(oidc,client): Adds support for OpenID Key Binding to client (#943)GitHub Copilot
  • 611e1a64 on GitHubfix(op): guard against nil claims for opaque access tokens in token exchanGitHub Copilot
  • b308f568 on GitHubfix: only allow one authenticate method (#858)GitHub Copilot
  • 1974dae9 on GitHubfix(op): reject requested_token_type that cannot be issued (#932)Claude Code
  • 8789f503 on GitHubfix(op): resolve client before RedirectToLogin for custom AuthorizeValidatClaude Code

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 window66
Merge commits removed−0
CI / dependency bots removed−31
Considered35

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

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 zitadel/oidc

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