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.

Aix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。

01Result

apconw/Aix-DB ↗

apconw/Aix-DB AI coding statistics: 18.4%

of 114 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
18.4% agent · top contributor 100%1 contributor
individual

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

21
agent commits
93
other considered commits
1
agent contributors
100%
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

21assisted
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
2026-0237.2%43
2026-030%7
2026-040%32
2026-0521.7%23
2026-060%5
2026-080%4

Peak month: 37.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic2017.5%
Cursor AgentAnysphere10.9%

03Evidence

Inspect the matches

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

Matched commit samples

  • 39f5a9f5 on GitHubfix(aix-db-cli): add error handling to CLI commands and body size limitClaude Code
  • 8d48f6b7 on GitHubfeat(aix-db-cli): add browser-based login flowClaude Code
  • 746a30af on GitHubfeat(aix-db-cli): add chat command with SSE event processingClaude Code
  • 43a73353 on GitHubfeat: DeepAgent SSE 心跳与流结束处理，HtmlReportViewer 与前端预览增强Cursor 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 window162
Merge commits removed−48
CI / dependency bots removed−0
Considered114

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 →JavaScript AI coding statisticsCompare evidence across JavaScript 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 apconw/Aix-DB

Scan another repository

Try