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.

job-ops: DevOps principles applied to job hunting. A self-hosted pipeline to track, analyze, and assist your application process

01Result

DaKheera47/job-ops ↗

DaKheera47/job-ops AI coding statistics: 6.6%

of 438 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
6.6% agent · top contributor 48.3%12 contributors
org-wide

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

29
agent commits
409
other considered commits
12
agent contributors
48.3%
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

29assisted
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
2026-026.2%113
2026-035.7%53
2026-041.1%90
2026-059.1%77
2026-069.8%41
2026-0713.8%29
2026-087.1%14
2026-099.5%21

Peak month: 13.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub153.4%
Claude CodeAnthropic122.7%
Cursor AgentAnysphere20.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 9d7b03a8 on GitHubfeat(orchestrator): expose Watchlist sources in pipeline run selector (#62GitHub Copilot
  • c3ebb2eb on GitHubAdd job document uploads and Ghostwriter context attachments (#489)GitHub Copilot
  • a3229cf3 on GitHubAdd screenshot attachments and multimodal support to Ghostwriter (#484)GitHub Copilot
  • ad007ad2 on GitHubPersist Tectonic support-bundle cache to fix cold-start PDF renders (#727)Claude Code
  • fc1dbbbe on GitHubFix Applied → In Progress pipeline workflow (#714) (#729)Claude Code
  • c244c9d2 on GitHubFix Hiring Cafe: new domain, rate-limit backoff, cookie reuse via impit (#Claude Code
  • 719a4fdb on GitHubfix(llm): unify API key resolution for env-backed resume import (#574)Cursor Agent
  • 4ecd51ba on GitHubBump startup-jobs-scraper to 0.3.0 and preserve published dates (#573)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−21
CI / dependency bots removed−29
Considered438

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 →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 DaKheera47/job-ops

Scan another repository

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