Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

ggml-org/whisper.cpp ↗

ggml-org/whisper.cpp AI coding statistics: 1.7%

of 1,283 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.7% agent · top contributor 13.6%15 contributors
org-wide

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

22
agent commits
1,261
other considered commits
15
agent contributors
13.6%
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

22assisted
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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%123
2026-033.7%161
2026-041.2%164
2026-052.7%219
2026-061.8%167
2026-071.2%81
2026-082.3%176
2026-090%192

Peak month: 3.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic181.4%
GitHub CopilotGitHub40.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 63290400 on GitHubvulkan: add TQ2_0 (ternary) support (llama/25850)Claude Code
  • 97abf5c7 on GitHubExtended SYCL oneDNN SDPA to non-FP16 KV caches (Q4_0–Q8_0 and FP32) (#258Claude Code
  • 748b84bf on GitHubSYCL: add oneMKL GEMM flash attention for XMX-accelerated prompt proc… (#2Claude Code
  • 43cbe415 on GitHubOpenVINO: Qwen3.5, memory optimization, and test-recurrent-state-rollback GitHub Copilot
  • 5fa14e99 on GitHubopenvino: OV 2026.2, context-shift, Q5_1 support, gemma4 dense/embedding, GitHub Copilot
  • 4e8af441 on GitHubmmvq Optim: add MMVQ_PARAMETERS_TURING(mmvq_parameter_table_id) for … (#23GitHub 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 window1,283
Merge commits removed−0
CI / dependency bots removed−0
Considered1,283

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
ggml-org/whisper.cpp
Default branch
master
Resolved HEAD
da54572229bcf64ba367d96c7ef15770376c4280 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortC/C++ · 127 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 51 of 178 ecosystem repositories excluded
Agent-commit share position67th percentile

Midrank percentile; equal shares split the tied positions.

Repository
1.7%
Cohort median
0.4%
Share rank
42 / 127
0th50th100th

Percentile = (repositories below + half of 2 tied repositories) ÷ 127.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →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 ggml-org/whisper.cpp

Scan another repository

Try