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.

🌙🦊 Dalfox is a powerful open-source XSS scanner and utility focused on automation.

01Result

hahwul/dalfox ↗

hahwul/dalfox AI coding statistics: 1%

of 587 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1% agent · top contributor 50%2 contributors
individual

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

6
agent commits
581
other considered commits
2
agent contributors
50%
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

6assisted
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
2026-020%19
2026-038.8%34
2026-040%60
2026-050%183
2026-062.4%124
2026-070%41
2026-080%83
2026-090%43

Peak month: 8.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic61%

03Evidence

Inspect the matches

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

Matched commit samples

  • f8e2c2c8 on GitHubperf(scanner): per-parameter payload safety cap to bound request fan-out (Claude Code
  • eb6dd33e on GitHubfix(scanner): demote inert URL-scheme & self-link reflections (#1153) (#11Claude Code
  • 247cdeae on GitHubtest(scanner): shared reflect(payload, Transform) fixtures + DOM-evidence 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 window719
Merge commits removed−24
CI / dependency bots removed−108
Considered587

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 →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 hahwul/dalfox

Scan another repository

Try