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.

PC Software for BambuLab and other 3D printers

01Result

bambulab/BambuStudio ↗

bambulab/BambuStudio AI coding statistics: 1.5%

of 1,816 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.5% agent · top contributor 22.2%14 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

27
agent commits
1,789
other considered commits
14
agent contributors
22.2%
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

27assisted
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
2026-022.4%41
2026-030%40
2026-042%614
2026-051.8%342
2026-061.1%179
2026-071.3%153
2026-080.4%244
2026-091.5%203

Peak month: 2.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic221.2%
Cursor AgentAnysphere50.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 52f10fba on GitHubFix stack buffer overflow in ADMesh stl_read (bound solid-name fscanf)Claude Code
  • 108e1086 on GitHubENH: cut gizmo - set the cut plane from a clicked triangular facet (#12048Claude Code
  • f349f7c2 on GitHubPrefer the matching AMS slot with the least remaining filamentClaude Code
  • 8ef9fbf7 on GitHubFIX: 拆色结果区展示与侧栏拆色菜单Cursor Agent
  • e654e5af on GitHubFIX: fix macOS SVG/text emboss use_surface crash (GMP arm64 x18)Cursor Agent
  • 49e73f6e on GitHubNEW: support per-AMS-type filament load/unload time statsCursor 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 window1,817
Merge commits removed−1
CI / dependency bots removed−0
Considered1,816

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 →C++ AI coding statisticsCompare evidence across C++ 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 bambulab/BambuStudio

Scan another repository

Try