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.

Comprehensive production pipeline for quad-modal AI filmmaking with Seedance 2.0

01Result

Emily2040/seedance-2.0 ↗

Emily2040/seedance-2.0 AI coding statistics: 27.4%

of 416 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
27.4% agent · top contributor 100%1 contributor
individual

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

114
agent commits
302
other considered commits
1
agent contributors
100%
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

114assisted
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%20
2026-030%4
2026-040%2
2026-050%9
2026-0688.2%68
2026-07100%45
2026-084.7%190
2026-090%78

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic11427.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 9d3f8efd on GitHubNarrow the 2.5 material to a scope boundary, and fix three review findingsClaude Code
  • 9c68279f on GitHubRelease v6.7.0: outline the display type, record Seedance 2.5, restamp theClaude Code
  • d1739353 on GitHubTurn the two honest gaps into a protocol and a completed mining passClaude Code

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 window593
Merge commits removed−177
CI / dependency bots removed−0
Considered416

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 →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 Emily2040/seedance-2.0

Scan another repository

Try