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

sipeed/picoclaw ↗

sipeed/picoclaw AI coding statistics: 12.5%

of 1,809 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
12.5% agent · top contributor 20.8%66 contributors
org-wide

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

226
agent commits
1,583
other considered commits
66
agent contributors
20.8%
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

226assisted
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
2026-0215%539
2026-0316%668
2026-046.5%323
2026-058.7%127
2026-061.4%141
2026-0740%10
2026-080%1

Peak month: 40%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic19210.6%
GitHub CopilotGitHub311.7%
Cursor AgentAnysphere30.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • a680d8fc on GitHubfix(tools): gate write_file overwrite guidance on available toolsClaude Code
  • 994c0aea on GitHubfix(providers): resolve tool_use name/args from Function on reloaded histoClaude Code
  • 8f891d5d on GitHubfix(tools): stop write_file from coaching destructive overwrite (#3150)Claude Code
  • 1055e082 on GitHubAdd MCP section to config web UI (#2770)GitHub Copilot
  • c44bd613 on GitHubrefactor(pico): unify message kind handling of tool_calls and thought (#26GitHub Copilot
  • 1b9e7e32 on GitHubfix(chat): add `\r?` for regular expressionsGitHub Copilot
  • cb0c8703 on GitHubtest(tools,utils): add ToolRegistry unit tests and fix Truncate panic on nCursor Agent
  • be552046 on GitHubdocs(config): add missing duckduckgo, exec, and qq sections to example conCursor Agent
  • ae2501d9 on GitHubAdd ClawdChat Agent Social Network section to READMECursor 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 window2,584
Merge commits removed−655
CI / dependency bots removed−120
Considered1,809

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
sipeed/picoclaw
Default branch
main
Resolved HEAD
bbf6893ca7afad27f1d00a0f5a45982a549c6ed6 ↗
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.

CohortGo · 132 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 62 of 194 ecosystem repositories excluded
Agent-commit share position76th percentile

Midrank percentile; equal shares split the tied positions.

Repository
12.5%
Cohort median
2.8%
Share rank
32 / 132
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 132.

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 →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 sipeed/picoclaw

Scan another repository

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