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 fast and powerful log viewer and processor that converts JSON logs or logfmt logs into a clear human-readable format.

01Result

pamburus/hl ↗

pamburus/hl AI coding statistics: 17.6%

of 51 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 51 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
17.6% agent · top contributor 77.8%2 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

9
agent commits
42
other considered commits
2
agent contributors
77.8%
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

7assisted
2autonomous

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
2026-0246.7%15
2026-030%2
2026-040%1
2026-050%5
2026-0622.2%9
2026-080%18
2026-090%1

Peak month: 46.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic713.7%
GitHub CopilotGitHub23.9%

03Evidence

Inspect the matches

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

Matched commit samples

  • 0c8ec73e on GitHubdocs: add --output-delimiter to CLI help in README (#1355)Claude Code
  • 22bc4d8a on GitHubfeat(follow): pass through unparsed lines in multi-source follow mode (#13Claude Code
  • e2587fd5 on GitHubrefactor(follow): extract merger logic into a testable method (#1353)Claude Code
  • c2df0ce0 on GitHubfix: regenerate index_capnp.rs for capnp 0.26 compatibility (#1467)GitHub Copilot
  • 0225a4fc on GitHubbuild(deps): bump itertools from 0.14.0 to 0.15.0 (#1465)GitHub 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 window228
Merge commits removed−2
CI / dependency bots removed−175
Considered51

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 pamburus/hl

Scan another repository

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