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.

A glossy Matrix collaboration client for the web.

element-hq/element-web ↗

element-hq/element-web AI coding statistics: 0.7%

of 1,351 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.7% agent · top contributor 30%8 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

10
agent commits
1,341
other considered commits
8
agent contributors
30%
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

10assisted
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
2026-020%220
2026-030.5%208
2026-040%180
2026-050%147
2026-061.1%176
2026-071.1%176
2026-081.3%160
2026-093.6%84

Peak month: 3.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic60.4%
GitHub CopilotGitHub40.3%

Inspect the matches

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

Matched commit samples

  • 52c6d24d on GitHubAdd an end-to-end Element Call test with a real MatrixRTC backend (#35081)Claude Code
  • 0e969da8 on GitHubAdd tokenizer mode support for message search (#33048)Claude Code
  • a816b4f0 on GitHubLog app version on startup for all platforms (#34984)Claude Code
  • 2430e0ab on GitHubMove some of the slowest tests from jest to vitest (#34277)GitHub Copilot
  • 2bc96569 on GitHubAdapt OAuth2 implementation to Matrix Spec v1.18 (#34026)GitHub Copilot
  • 0ddc418c on GitHubMove ToastContext and utilities to shared components (#33949)GitHub 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 window2,071
Merge commits removed−126
CI / dependency bots removed−594
Considered1,351

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 element-hq/element-web

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