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.

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

01Result

dataelement/bisheng ↗

dataelement/bisheng AI coding statistics: 27%

of 3,284 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
27% agent · top contributor 61%9 contributors
team

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

888
agent commits
2,396
other considered commits
9
agent contributors
61%
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

888assisted
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%88
2026-030%226
2026-0421%819
2026-0517.5%491
2026-0631.3%639
2026-0745.4%383
2026-0847.4%437
2026-0924.4%201

Peak month: 47.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic87326.6%
Cursor AgentAnysphere150.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 38b388d4 on GitHubfix(i18n): 补商业授权错误码 27001 的三语文案Claude Code
  • aad99a4a on GitHubfix(ai-access): 写明只支持本地 AI 助手，安装指令带失败自述Claude Code
  • f1cd742e on GitHubfix(assistant): 助手执行模式兜底值由 ReAct 改为 function callClaude Code
  • 13edffc8 on GitHubfix(knowledge): show friendly ASR parse failure messages for knowledge-basCursor Agent
  • ccc8b9b3 on GitHubfeat(knowledge): add configurable ASR model in knowledge system settingsCursor Agent
  • 4bbbcad7 on GitHubfix(client): show upload file types tip in knowledge space add menuCursor 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 window3,759
Merge commits removed−474
CI / dependency bots removed−1
Considered3,284

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent 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 dataelement/bisheng

Scan another repository

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