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.

Build production-ready AI agents in both Python and Typescript.

01Result

i-am-bee/beeai-framework ↗

i-am-bee/beeai-framework AI coding statistics: 11.5%

of 113 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
11.5% agent · top contributor 61.5%6 contributors
team

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

13
agent commits
100
other considered commits
6
agent contributors
61.5%
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

13assisted
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%11
2026-030%8
2026-040%3
2026-055.9%17
2026-0620.6%34
2026-070%12
2026-0810.5%19
2026-0933.3%9

Peak month: 33.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic1210.6%
Gemini CLIGoogle10.9%

03Evidence

Inspect the matches

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

Matched commit samples

  • 6a8b28f5 on GitHubfix(internals): define properties directly in setProp (#1643)Claude Code
  • 59686000 on GitHubfeat(python): add evaluation framework (DeepEval + Ragas) (#1453)Claude Code
  • fd41f7ff on GitHubfix(emitter): honour listener priority for sync callbacks (#1628)Claude Code
  • f2800847 on GitHubfeat(mcp): make exclude_none configurable in MCPTool parameters (#1429)Gemini CLI

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 window128
Merge commits removed−0
CI / dependency bots removed−15
Considered113

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 →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 i-am-bee/beeai-framework

Scan another repository

Try