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.

"OpenHarness: Open Agent Harness with a Built-in Personal Agent--Ohmo!"

01Result

HKUDS/OpenHarness ↗

HKUDS/OpenHarness AI coding statistics: 11.1%

of 351 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
11.1% agent · top contributor 25.6%13 contributors
org-wide

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

39
agent commits
312
other considered commits
13
agent contributors
25.6%
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

36assisted
3autonomous

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
2026-0412.1%282
2026-057.8%64
2026-060%5

Peak month: 12.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic205.7%
GitHub CopilotGitHub195.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 175fe501 on GitHubfix(ohmo-init): add domain prompt to feishu setup flowClaude Code
  • 254ed90a on GitHubfix(feishu): add domain config to support Lark international (larksuite.coClaude Code
  • a75053a7 on GitHubfix(channels): declare reply_to_message field on TelegramConfigClaude Code
  • f61f70d7 on GitHubfeat(tui): preview diffs before edit and write approvalGitHub Copilot
  • d9002c3c on GitHubfix(grep): handle invalid fallback regex (#219)GitHub Copilot
  • 90ec2992 on GitHubdocs(changelog): add unreleased entries for subprocess stderr deadlock fixGitHub Copilot

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 window429
Merge commits removed−78
CI / dependency bots removed−0
Considered351

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 →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 HKUDS/OpenHarness

Scan another repository

Try