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.

Inspect: A framework for large language model evaluations

01Result

UKGovernmentBEIS/inspect_ai ↗

UKGovernmentBEIS/inspect_ai AI coding statistics: 33.4%

of 2,718 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
33.4% agent · top contributor 31.6%81 contributors
org-wide

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

907
agent commits
1,811
other considered commits
81
agent contributors
31.6%
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

714assisted
193autonomous

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
2026-0212.6%301
2026-039.7%392
2026-0413.8%275
2026-0510.8%398
2026-0626%354
2026-0774.9%451
2026-0858%412
2026-0960%135

Peak month: 74.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic89733%
Cursor AgentAnysphere70.3%
OpenAI CodexOpenAI30.1%
GitHub CopilotGitHub30.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 44eb411a on GitHubCheckpoint resume no longer restores an untrusted sandbox snapshot uncheckClaude Code
  • ba590d51 on GitHubInspect's own sandbox commands no longer run programs the sandbox user plaClaude Code
  • 6aae1b99 on GitHubAdd an opt-in non-root `nonroot` account (UID/GID 65532) to the tool-suppoClaude Code
  • e1e21adc on GitHubSupport Codex agent messages in the bridgeCursor Agent
  • 29089105 on GitHubfix: strip_numeric_punctuation doesn't handle LaTeX-escaped currency symboCursor Agent
  • 04a23ccb on GitHubfix(registry): require known registry type in is_registry_dict (#4374) (#4Cursor Agent
  • c615625b on GitHubRetry attempts no longer re-run (or lose) completed samples when an attempOpenAI Codex
  • 05832b50 on GitHubHonor CSV dialect delimiters unless explicitly overridden (#5275)OpenAI Codex
  • d72af6f5 on GitHubPreserve Google agent bridge logprobs (#5264)OpenAI Codex
  • c8446aaf on GitHubBump to latest (#4153)GitHub Copilot
  • c50e7c2e on GitHubAdd explicit chunking config for S3 and fsspec streaming writesGitHub Copilot
  • 8fc500e1 on GitHubFix memory bloat during log buffer flush to diskGitHub 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 window3,564
Merge commits removed−838
CI / dependency bots removed−8
Considered2,718

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex 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 UKGovernmentBEIS/inspect_ai

Scan another repository

Try