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.

StenographAI is the secure privacy-first AI notepad & notetaker for confidential conversations in government & defence sectors. On Windows, Linux & MacOS.

01Result

stenolabs/stenoai ↗

stenolabs/stenoai AI coding statistics: 0.5%

of 621 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.5% agent · top contributor 66.7%2 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

3
agent commits
618
other considered commits
2
agent contributors
66.7%
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

3assisted
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%83
2026-030%21
2026-040%35
2026-050%44
2026-060%118
2026-070.8%129
2026-081.2%168
2026-090%23

Peak month: 1.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic30.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 6cd427d4 on GitHubfeat(obsidian): one-way Obsidian vault sync (Settings → Integrations) (#46Claude Code
  • 05581e5c on GitHubfeat(skills): add /steno agent skill for meeting notes + provider setup (#Claude Code
  • 1419c0d5 on GitHubfix(main): fold in-meeting notes into the summary again (#330)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 window656
Merge commits removed−35
CI / dependency bots removed−0
Considered621

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 →Python AI coding statisticsCompare evidence across Python 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 stenolabs/stenoai

Scan another repository

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