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.

Switchyard lets LLM applications route traffic across models and providers while preserving native OpenAI and Anthropic API compatibility - enabling flexible model selection, benchmarking, and cost/performance optimization.

01Result

NVIDIA-NeMo/Switchyard ↗

NVIDIA-NeMo/Switchyard AI coding statistics: 2.7%

of 401 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
2.7% agent · top contributor 45.5%7 contributors
team

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

11
agent commits
390
other considered commits
7
agent contributors
45.5%
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

11assisted
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
2026-060%5
2026-071.4%143
2026-082.3%173
2026-096.3%80

Peak month: 6.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic112.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 2602a35e on GitHubfix(advisor): re-arm the stall checkpoint after a refunded review (#691)Claude Code
  • 651b7d50 on GitHubdocs(readme): trim Get Started to pointers and a minimal embed loop (#670)Claude Code
  • 01e7f2c4 on GitHubfix(libsy): anchor every pre-reply user message for the escalation judge aClaude 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 window401
Merge commits removed−0
CI / dependency bots removed−0
Considered401

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 →Rust AI coding statisticsCompare evidence across Rust 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 NVIDIA-NeMo/Switchyard

Scan another repository

Try