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.

Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Claude Code, Cursor, and Codex.

caliber-ai-org/ai-setup ↗

caliber-ai-org/ai-setup AI coding statistics: 5.8%

of 568 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
5.8% agent · top contributor 33.3%9 contributors
org-wide

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

33
agent commits
535
other considered commits
9
agent contributors
33.3%
largest contributor

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

33assisted
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
2026-030.2%426
2026-049.7%93
2026-059.1%11
2026-0757.9%38

Peak month: 57.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere193.3%
Claude CodeAnthropic122.1%
GitHub CopilotGitHub20.4%

Inspect the matches

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

Matched commit samples

  • a2c7f4ac on GitHubfix(scoring): ground project_grounding on dirs and notable filesCursor Agent
  • 0f8e5859 on GitHubchore(deps): resolve critical and high security advisoriesCursor Agent
  • 33f5c937 on GitHubfix(opencode): detect login from credential counts, not output lengthCursor Agent
  • 45cb08aa on GitHubfix(windows): wrap hook invocations in wscript+VBS to suppress node.exe coClaude Code
  • 6ed4b2cb on GitHubfix(windows): bypass cmd-shim in learning hooks via node-direct invocationClaude Code
  • 86142379 on GitHubfix(hooks): anchor settings.json hook command on $CLAUDE_PROJECT_DIR + autClaude Code
  • d4b95f14 on GitHubApply suggested fix to CHANGELOG.md from Copilot Autofix (#113)GitHub Copilot
  • 82c8cc1f on GitHubfix: remove informal line, fix badge score inconsistency, correct con… (#9GitHub Copilot

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 window640
Merge commits removed−72
CI / dependency bots removed−0
Considered568

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

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 caliber-ai-org/ai-setup

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