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.

Self-hosted JMAP webmail for Stalwart Mail Server. Mail, calendar, contacts, and files in one client.

01Result

bulwarkmail/webmail ↗

bulwarkmail/webmail AI coding statistics: 2.2%

of 1,607 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
2.2% agent · top contributor 28.6%16 contributors
org-wide

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

35
agent commits
1,572
other considered commits
16
agent contributors
28.6%
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

33assisted
2autonomous

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
2026-020%32
2026-030%345
2026-040.9%221
2026-050.6%351
2026-062.1%140
2026-071.5%195
2026-084%223
2026-0916%100

Peak month: 16%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic281.7%
GitHub CopilotGitHub60.4%
Cursor AgentAnysphere10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • a91d79b7 on GitHubfix: keep the hover tag picker open while its own list scrollsClaude Code
  • e8aeca96 on GitHubfix: open the tag picker from the labels hover quick-actionClaude Code
  • e2990da5 on GitHubfix(rtl): auto-detect direction in the thread view and .eml previewClaude Code
  • 7046f2d5 on GitHubfix: fix save and cancel button being unavailable when event is createdGitHub Copilot
  • a01b00da on GitHubPotential fix for pull request findingGitHub Copilot
  • 6f9fc535 on GitHubfix: require explicit shared account fallback for contacts/calendarsGitHub Copilot
  • b1b09d54 on GitHubfeat(pwa): add Apple Touch icons for iOS home screenCursor 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 window1,805
Merge commits removed−198
CI / dependency bots removed−0
Considered1,607

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent 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 bulwarkmail/webmail

Scan another repository

Try