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.

Free and open node based generative workflows.

shrimbly/node-banana ↗

shrimbly/node-banana AI coding statistics: 82.3%

of 1,025 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
82.3% agent · top contributor 94.5%7 contributors
individual

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

844
agent commits
181
other considered commits
7
agent contributors
94.5%
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

844assisted
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
2026-0279.9%308
2026-0391.3%277
2026-0491%78
2026-0672.7%11
2026-0782.9%82
2026-0859.5%42
2026-0976.2%227

Peak month: 91.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic84482.3%

Inspect the matches

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

Matched commit samples

  • cbab441c on GitHubfeat(site): eased clip in the ease curve node, first and last frames into Claude Code
  • 9ee7fdf9 on GitHubfeat(site): extend the Cars excerpt with the upscaler and ease curveClaude Code
  • 478dc608 on GitHubfeat(site): replace the demo tab with an excerpt of the Cars workflowClaude Code

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 window1,121
Merge commits removed−96
CI / dependency bots removed−0
Considered1,025

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 shrimbly/node-banana

Scan another repository