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.

Decentralized cryptocurrency blockchain daemon implementing the XRP Ledger protocol in C++

01Result

XRPLF/rippled ↗

XRPLF/rippled AI coding statistics: 9.5%

of 744 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
9.5% agent · top contributor 14.1%20 contributors
org-wide

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

71
agent commits
673
other considered commits
20
agent contributors
14.1%
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

71assisted
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
2026-022.1%47
2026-034%126
2026-0410%70
2026-0512.1%99
2026-0610.4%106
2026-075.9%136
2026-0819%121
2026-0910.3%39

Peak month: 19%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub476.3%
Claude CodeAnthropic141.9%
Cursor AgentAnysphere121.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • 02878366 on GitHubfeat: Apply .macro changes from ripple/smart-escrow (#8157)GitHub Copilot
  • 2ad4def3 on GitHubchore: Bump version to 3.4.0-rc1 (#8171)GitHub Copilot
  • fac20a06 on GitHubrefactor: Add common helper function for injected metadata fields in RPCs GitHub Copilot
  • 636d2d48 on GitHubfix: Reinforce the priority of AMMClawback in case of insufficient reserveClaude Code
  • 8bc6e81c on GitHubfix: Reject an inner node claimed at leaf depth in `verifyProofPath` (#794Claude Code
  • 5337d028 on GitHubrefactor: Use unsigned int for branch-related operations (#7938)Claude Code
  • 1a4a40eb on GitHubfix: Update `noripple_check` to exclude `transactions` field on error respCursor Agent
  • fac20a06 on GitHubrefactor: Add common helper function for injected metadata fields in RPCs Cursor Agent
  • 9d41b1bd on GitHubfix: Exempt vault and loan broker accounts from IOU authorization (#8013)Cursor Agent

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 window776
Merge commits removed−3
CI / dependency bots removed−29
Considered744

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 →C++ AI coding statisticsCompare evidence across C++ 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 XRPLF/rippled

Scan another repository

Try