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.

Policy-driven, layered isolation and containment

01Result

microsoft/mxc ↗

microsoft/mxc AI coding statistics: 66.4%

of 307 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
66.4% agent · top contributor 30.4%20 contributors
org-wide

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

204
agent commits
103
other considered commits
20
agent contributors
30.4%
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

204assisted
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
2026-0681%58
2026-0774.6%71
2026-0857.5%127
2026-0960.8%51

Peak month: 81%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub20466.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 281ba121 on GitHub[Seatbelt] Remove launchMethod from the 0.9 schema (#1136)GitHub Copilot
  • 50a6abf4 on GitHubComplete the v0.9 directional networking cutover (#1145)GitHub Copilot
  • f6327a16 on GitHub[CI] Run BaseContainer validation tests on the 25H2 and 24H2 images (#1164GitHub 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 window323
Merge commits removed−0
CI / dependency bots removed−16
Considered307

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

Continue exploring

GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Rust AI coding statisticsCompare evidence across Rust 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 microsoft/mxc

Scan another repository

Try