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

deepspeedai/DeepSpeed ↗

deepspeedai/DeepSpeed AI coding statistics: 12.8%

of 367 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
12.8% agent · top contributor 44.7%16 contributors
org-wide

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

47
agent commits
320
other considered commits
16
agent contributors
44.7%
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

47assisted
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%18
2026-0310.5%38
2026-040%21
2026-0511.1%36
2026-0611.4%35
2026-0712.5%56
2026-0817.5%97
2026-0916.7%66

Peak month: 17.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere236.3%
GitHub CopilotGitHub133.5%
Claude CodeAnthropic113%

03Evidence

Inspect the matches

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

Matched commit samples

  • 71d316d6 on GitHubDeprecate unused DeepSpeed features (#8490)Cursor Agent
  • 725811f9 on GitHubAdd pin_empty helper for empty scratch destinations (#8332)Cursor Agent
  • eebe24a6 on GitHubRoute ZeRO/SuperOffload pin sites through accelerator pin_memory (#8256)Cursor Agent
  • 7075430a on GitHubAdd DCO sign-off to release commits (#8527)GitHub Copilot
  • bd6e9681 on GitHubFix comms logger KeyError when log_name is omitted (#8267)GitHub Copilot
  • 29d0abbc on GitHubAvoid collective token preparation for AutoEP DeepEP (#8423)GitHub Copilot
  • 431f8ace on GitHubGive Muon's momentum the dtype of the gradient it is combined with (#8483)Claude Code
  • 1b892a75 on GitHubRead rope_theta from rope_parameters across Inference V2 (#8345)Claude Code
  • b5e000c4 on GitHub[muon] Keep the momentum out of steps the loss scaler discards (#8435)Claude 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 window367
Merge commits removed−0
CI / dependency bots removed−0
Considered367

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
deepspeedai/DeepSpeed
Default branch
master
Resolved HEAD
69797b0b8c0b6c876292cd16af64bff08a603ba0 ↗
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.

CohortPython · 247 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 145 of 392 ecosystem repositories excluded
Agent-commit share position68th percentile

Midrank percentile; equal shares split the tied positions.

Repository
12.8%
Cohort median
6.3%
Share rank
79 / 247
0th50th100th

Percentile = (repositories below + half of 2 tied repositories) ÷ 247.

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 →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 deepspeedai/DeepSpeed

Scan another repository

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