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.

🧑‍🚀 Authentication and authorization infrastructure for SaaS and AI apps, built on OIDC and OAuth 2.1 with multi-tenancy, SSO, and RBAC.

logto-io/logto ↗

logto-io/logto AI coding statistics: 13.8%

of 909 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
13.8% agent · top contributor 39.2%21 contributors
org-wide

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

125
agent commits
784
other considered commits
21
agent contributors
39.2%
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

125assisted
0autonomous

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
2026-022.5%81
2026-035.3%131
2026-0423.5%102
2026-0526.3%114
2026-0613%162
2026-0710.7%140
2026-088.8%147
2026-0940.6%32

Peak month: 40.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere525.7%
Claude CodeAnthropic374.1%
GitHub CopilotGitHub364%
DevinCognition10.1%

Inspect the matches

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

Matched commit samples

  • f0d369f3 on GitHubfix(core,console): drop stale profile field refs on account center save (#Cursor Agent
  • 3b2faa9a on GitHubfeat(core): implement WorkerThreadScriptRunner with a worker pool (#9339)Cursor Agent
  • 3a53d468 on GitHubrefactor(core): introduce ScriptRunner types and ScriptExecutionError (#93Cursor Agent
  • 2781583c on GitHubfeat(experience,phrases): add the step-up route tree with method selectionClaude Code
  • b7170a60 on GitHubfeat(schemas,console): add self-hosted license payload guard and OSS defauClaude Code
  • 3f9fd153 on GitHubfix(core): honor ForceAuthn in SAML application sign-in (#9563)Claude Code
  • 8d2dade4 on GitHubfix(core): decode credentials from connectionUrl (#9145)GitHub Copilot
  • c4c34e6a on GitHubfeat(core): ga organization.membership.updated delta payload (#8840)GitHub Copilot
  • 7e58530d on GitHubfix(core): clean stale profile field references (#8769)GitHub Copilot
  • d462a1cf on GitHubfeat(account): add avatar upload field to profile page (#8912)Devin

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 window928
Merge commits removed−10
CI / dependency bots removed−9
Considered909

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 logto-io/logto

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