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.

Open-source observability tool that uses AI agents to self-heal your software

01Result

superloglabs/superlog ↗

superloglabs/superlog AI coding statistics: 2.1%

of 430 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
2.1% agent · top contributor 88.9%2 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

9
agent commits
421
other considered commits
2
agent contributors
88.9%
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

9assisted
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
2026-060.8%127
2026-072.9%275
2026-080%19
2026-090%9

Peak month: 2.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic81.9%
Cursor AgentAnysphere10.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • c623117b on GitHubUpdate founder-call nudge offer to 150 free incidents investigated (#433)Claude Code
  • 679f5d7d on GitHubDon't pre-fill the org name on the onboarding create-org step (#408)Claude Code
  • 2ec4dbd3 on GitHubAdd hosted-only founder-call nudge on the create-org onboarding step (#393Claude Code
  • 57d42bd0 on GitHubfeat(integrations): connect Cloudflare via OAuth + Workers Observability (Cursor Agent

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 window488
Merge commits removed−56
CI / dependency bots removed−2
Considered430

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →TypeScript AI coding statisticsCompare evidence across TypeScript 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 superloglabs/superlog

Scan another repository

Try