Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

career-ops-hq/career-ops ↗

career-ops-hq/career-ops AI coding statistics: 12.5%

of 1,873 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
12.5% agent · top contributor 60.7%34 contributors
team

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

234
agent commits
1,639
other considered commits
34
agent contributors
60.7%
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

234assisted
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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0434.5%145
2026-0515.7%51
2026-0626.7%247
2026-0712.5%567
2026-084.2%649
2026-095.6%214

Peak month: 34.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic23312.4%
OpenAI CodexOpenAI10.1%
Cursor AgentAnysphere10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 027d0c3f on GitHubtest(batch): inject the opencode stub via the environment so Git Bash findClaude Code
  • 5c652575 on GitHubfix(invite-match): resolve set-status.mjs from the code root, not the dataClaude Code
  • aa67fd71 on GitHubchore(coderabbit): full review configuration for the org (#3769)Claude Code
  • 092637af on GitHubtest: integrate CAREER_OPS_ROOT anchoring with the current suiteOpenAI Codex
  • b3ef0ae3 on GitHubfeat(scan): add local-parser provider and agent skip rules (#595)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 window1,977
Merge commits removed−36
CI / dependency bots removed−68
Considered1,873

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

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
career-ops-hq/career-ops
Default branch
main
Resolved HEAD
5bcaddc7fb2cceed869780b4fe36e2786a42e7d3 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortJS/TS · 376 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 194 of 570 ecosystem repositories excluded
Agent-commit share position68th percentile

Midrank percentile; equal shares split the tied positions.

Repository
12.5%
Cohort median
5.4%
Share rank
122 / 376
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 376.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →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 career-ops-hq/career-ops

Scan another repository

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