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.

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simplifaisoul/osiris ↗

simplifaisoul/osiris AI coding statistics: 20.5%

of 298 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
20.5% agent · top contributor 91.8%2 contributors
individual

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

61
agent commits
237
other considered commits
2
agent contributors
91.8%
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

61assisted
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
2026-050%141
2026-064.6%65
2026-0712.9%31
2026-0886.7%45
2026-0993.8%16

Peak month: 93.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Gemini CLIGoogle5618.8%
Claude CodeAnthropic3411.4%

Inspect the matches

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

Matched commit samples

  • 906d5ced on GitHubfix(intel): stop presenting derived and missing data as observed intelligeGemini CLI
  • 8a5cc0c6 on GitHubAdd Texas CCTV snapshots from TxDOT district inventories (#368)Gemini CLI
  • bd405756 on GitHubperf(cctv): serve a saved camera catalogue; stop /api/stats recomputing peGemini CLI
  • 8781ae33 on GitHubfix(map): restore the basemap's proxy path, and stop the banner covering aClaude Code
  • bd993147 on GitHubfix(map): stop the worker vanishing in a deploy, and the banner covering aClaude Code
  • 2f375dd3 on GitHubfix(cctv): stop the analytics starving the camera feeds, and unbreak OntarClaude Code

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 window309
Merge commits removed−11
CI / dependency bots removed−0
Considered298

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 simplifaisoul/osiris

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