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

stanfordnlp/dspy ↗

stanfordnlp/dspy AI coding statistics: 13.2%

of 273 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
13.2% agent · top contributor 19.4%20 contributors
org-wide

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

36
agent commits
237
other considered commits
20
agent contributors
19.4%
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

36assisted
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
2026-029.1%33
2026-0310.9%46
2026-049.5%21
2026-054.3%46
2026-0620%10
2026-0734.2%38
2026-088.8%57
2026-0918.2%22

Peak month: 34.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic3211.7%
GitHub CopilotGitHub31.1%
DevinCognition10.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 6fb74fcf on GitHubfeat(dspy): dspy.settings.interpreter_factory overrides default PythonInteClaude Code
  • b04a0733 on GitHubperf(dspy): defer anyio, openai and jiter to their use sites (#10381)Claude Code
  • 515aa8ee on GitHubfeat(clients): allow disable caching to support runtimes without a file syClaude Code
  • 9e8a323d on GitHubUpdate DspyGEPAResult and documentation for gepa 0.1.1 changes (#9673)GitHub Copilot
  • 3dde431b on GitHubfix(dspy): SemanticF1 and CompleteAndGrounded now return dspy.Prediction (GitHub Copilot
  • 098091fc on GitHubfix(interpreter): Fix enable_read_paths with multiple files (#9256)GitHub Copilot
  • 027d9f45 on GitHubci: pin ollama image to 0.31.2 and add warm-up health check (#10041)Devin

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 window345
Merge commits removed−2
CI / dependency bots removed−70
Considered273

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
stanfordnlp/dspy
Default branch
main
Resolved HEAD
bb8ba59c0c6d7c7337af3b14a18994eb8cee501b ↗
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 position69th percentile

Midrank percentile; equal shares split the tied positions.

Repository
13.2%
Cohort median
6.3%
Share rank
76 / 247
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 247.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Devin commitsBrowse repositories with detected Devin 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 stanfordnlp/dspy

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