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.

Generate text, images, video, speech, and music by MiniMax.

MiniMax-AI/cli ↗

MiniMax-AI/cli AI coding statistics: 15.3%

of 261 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
15.3% agent · top contributor 60%7 contributors
team

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

40
agent commits
221
other considered commits
7
agent contributors
60%
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

40assisted
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
2026-0310%30
2026-0426.2%107
2026-059.8%61
2026-0611.1%9
2026-0711.8%17
2026-080%29
2026-090%8

Peak month: 26.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic3714.2%
Cursor AgentAnysphere31.1%

Inspect the matches

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

Matched commit samples

  • c634bb2d on GitHubdocs(search): document the 10-result cap on mmx search queryClaude Code
  • 6599fea7 on GitHubfeat: add interactive multi-turn chat REPL (mmx text repl) (#141)Claude Code
  • fca8aa89 on GitHubfeat: replace raw thinking output with animated color-cycling indicatorClaude Code
  • 76e78691 on GitHubfix(speech): serialize pronunciation dictionary correctlyCursor Agent
  • 213ca647 on GitHubfix(auth): document MMX_CONFIG_DIR in credential errorsCursor Agent
  • 329dae9b on GitHubfeat: add AI PR review workflow for automated PR testingCursor Agent

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 window388
Merge commits removed−126
CI / dependency bots removed−1
Considered261

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 MiniMax-AI/cli

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