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.

MiMo Code: Where Models and Agents Co-Evolve

XiaomiMiMo/MiMo-Code ↗

XiaomiMiMo/MiMo-Code AI coding statistics: 1.9%

of 994 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.9% agent · top contributor 52.6%4 contributors
team

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

19
agent commits
975
other considered commits
4
agent contributors
52.6%
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

19assisted
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
2026-062.3%220
2026-070.5%551
2026-085.7%159
2026-093.1%64

Peak month: 5.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic101%
Cursor AgentAnysphere90.9%

Inspect the matches

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

Matched commit samples

  • 0abee120 on GitHubfix(build): prevent ancestor node_modules bun from hijacking compiled binaClaude Code
  • 77ea45c4 on GitHubfeat(skill): add mate builtin skill for desktop pet creation (#2225)Claude Code
  • f3553f38 on GitHubfix(skill): pdf-official CJK — correct PingFang failure description, expanClaude Code
  • cfa07fe8 on GitHubfix(provider): brand ProviderID in mimo pinning assertionsCursor Agent
  • 719e686d on GitHubtest(tool): remove debug-env permission testCursor Agent
  • 6080a114 on GitHubfix(session): allow tool use during compaction instead of forcing noneCursor 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 window1,295
Merge commits removed−301
CI / dependency bots removed−0
Considered994

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 XiaomiMiMo/MiMo-Code

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