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.

Build, Manage and Deploy AI/ML Systems

01Result

Netflix/metaflow ↗

Netflix/metaflow AI coding statistics: 23.7%

of 135 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
23.7% agent · top contributor 34.4%11 contributors
org-wide

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

32
agent commits
103
other considered commits
11
agent contributors
34.4%
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

32assisted
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
2026-0212%25
2026-0344.4%9
2026-0462.5%24
2026-0520.6%34
2026-0613.6%22
2026-080%14
2026-090%7

Peak month: 62.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic3022.2%
Cursor AgentAnysphere10.7%
GitHub CopilotGitHub10.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 9088ec42 on GitHubfix(cards): retry card.get() until reload token appears in HTML (#3274)Claude Code
  • 732ca76d on GitHubfix: re-run StepMutators on late-attached platform decorators (#3025) (#32Claude Code
  • 99d37859 on GitHubfix: optionally use schedules for cronjob (#3094)Claude Code
  • 7e9a5819 on GitHubfix(client): avoid redundant metadata fetch in task log accessors (#3214)Cursor Agent
  • afe7821f on GitHubSimplify Docker check in devtools Makefile (#2773)GitHub Copilot

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 window153
Merge commits removed−0
CI / dependency bots removed−18
Considered135

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 →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent 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 Netflix/metaflow

Scan another repository

Try