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.

A security-focused library OS supporting kernel- and user-mode execution

01Result

microsoft/litebox ↗

microsoft/litebox AI coding statistics: 5%

of 222 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
5% agent · top contributor 45.5%5 contributors
team

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

11
agent commits
211
other considered commits
5
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
2026-025.3%19
2026-038.6%35
2026-040%28
2026-054.5%44
2026-063.8%26
2026-0712.5%32
2026-080%20
2026-090%18

Peak month: 12.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub83.6%
Claude CodeAnthropic31.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 886f8278 on GitHubfix(net): accept advisory socket options (IP_TOS, SO_RCVBUF, SO_SNDBUF) (#GitHub Copilot
  • f5ad1f20 on GitHubLoad ELF interpreter high so a low-loaded ET_EXEC's brk heap isn't capped GitHub Copilot
  • 1d0fd0a6 on GitHubUpdate LVBS remap_to_high_canonical layout docs (#910)GitHub Copilot
  • d4246519 on GitHubPre-set ACCESSED and DIRTY flags in page table entries (#1067)Claude Code
  • e7287937 on GitHubSyscall rewriter improvements (#812)Claude Code
  • 8ad7debf on GitHubmm: Add support for MAP_FIXED_NOREPLACE flag in mmap (#639)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 window230
Merge commits removed−0
CI / dependency bots removed−8
Considered222

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 →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 microsoft/litebox

Scan another repository

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