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 grok bot. gawk bots automate your menial work via AI models and build you microapps to manage the outcome, so that you have a false sense of control.

01Result

najmuzzaman-mohammad/gawkbot ↗

najmuzzaman-mohammad/gawkbot AI coding statistics: 67%

of 1,496 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
67% agent · top contributor 48.9%14 contributors
org-wide

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

1,003
agent commits
493
other considered commits
14
agent contributors
48.9%
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

1002assisted
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
2026-0376.1%92
2026-0465%658
2026-0556.4%450
2026-0670.6%68
2026-0790.5%42
2026-0894.1%102
2026-0982.1%84

Peak month: 94.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic100267%
OpenAI CodexOpenAI10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 9ec7c1fc on GitHubci(lint): retry the ripgrep apt install on mirror flakesClaude Code
  • 330367bc on GitHubci(web-e2e): retry the Playwright browser install on apt mirror flakesClaude Code
  • 22788580 on GitHubfix(ios): split the event stream by hand so events actually terminateClaude Code
  • 04c6f3d0 on GitHubfeat(broker): event log + projections (rewrite branch 6) (#813)OpenAI Codex

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 window1,644
Merge commits removed−126
CI / dependency bots removed−22
Considered1,496

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →Go AI coding statisticsCompare evidence across Go 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 najmuzzaman-mohammad/gawkbot

Scan another repository

Try