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

msitarzewski/agency-agents ↗

msitarzewski/agency-agents AI coding statistics: 35.2%

of 327 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
35.2% agent · top contributor 70.4%21 contributors
team

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

115
agent commits
212
other considered commits
21
agent contributors
70.4%
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

115assisted
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
2026-0325.7%167
2026-040%36
2026-0645.3%64
2026-0773.7%38
2026-0833.3%6
2026-0981.3%16

Peak month: 81.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic11234.3%
GitHub CopilotGitHub30.9%

03Evidence

Inspect the matches

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

Matched commit samples

  • ad9264e3 on GitHubfix(convert): track code fences when splitting OpenClaw sections, and pin Claude Code
  • 6d29a9b0 on GitHubfeat(agents): land six specialists — China Network, Platform, Focus Music,Claude Code
  • 449e0c71 on GitHubtest(convert): manifest v2 — one line per agent, platform-neutral hashes, Claude Code
  • 95cd0669 on GitHubAdd Data Engineer, Technical Writer, and Developer Advocate agentsGitHub Copilot
  • 62a7c42d on GitHubUpdate integrations/claude-code/README.mdGitHub Copilot
  • 86575914 on GitHubUpdate integrations/antigravity/agency-senior-project-manager/SKILL.mdGitHub Copilot

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 window413
Merge commits removed−86
CI / dependency bots removed−0
Considered327

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
msitarzewski/agency-agents
Default branch
main
Resolved HEAD
ad9264e309bd5e5422c04784372d7841b1e5d604 ↗
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.

CohortShell · 23 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 21 of 44 ecosystem repositories excluded
Agent-commit share position94th percentile

Midrank percentile; equal shares split the tied positions.

Repository
35.2%
Cohort median
1.5%
Share rank
2 / 23
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 23.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot 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 msitarzewski/agency-agents

Scan another repository

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