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.

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

01Result

microsoft/azure-devops-mcp ↗

microsoft/azure-devops-mcp AI coding statistics: 16.4%

of 122 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
16.4% agent · top contributor 45%11 contributors
org-wide

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

20
agent commits
102
other considered commits
11
agent contributors
45%
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

19assisted
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
2026-0220%5
2026-0310.3%29
2026-0433.3%27
2026-0516.7%12
2026-0620%5
2026-070%21
2026-0820%20
2026-090%3

Peak month: 33.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub1915.6%
Claude CodeAnthropic10.8%

03Evidence

Inspect the matches

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

Matched commit samples

  • 4f251ac6 on GitHubSupport JSON Patch test operations for work item updates (#1526)GitHub Copilot
  • f165b954 on GitHubfix: explicitly normalize CLI arguments and declare open transient deps (#GitHub Copilot
  • 1b3429db on GitHubProposal - Simplify pipelines write dispatch (#1529)GitHub Copilot
  • b0219bf7 on GitHubfix: add project parameter to repo_get_pull_request_by_id (#987)Claude Code

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 window228
Merge commits removed−0
CI / dependency bots removed−106
Considered122

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 →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →TypeScript AI coding statisticsCompare evidence across TypeScript 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/azure-devops-mcp

Scan another repository

Try