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.

DORA (Dataflow-Oriented Robotic Architecture) is middleware designed to streamline and simplify the creation of AI-based robotic applications. It offers low latency, composable, and distributed dataflow capabilities. Applications are modeled as directed graphs, also referred to as pipelines.

01Result

dora-rs/dora ↗

dora-rs/dora AI coding statistics: 74.7%

of 1,290 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
74.7% agent · top contributor 74%19 contributors
team

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

964
agent commits
326
other considered commits
19
agent contributors
74%
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

961assisted
3autonomous

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
2026-0237.1%132
2026-0333.7%101
2026-0447.9%142
2026-0577.2%92
2026-0691.9%210
2026-0794.5%199
2026-0887.1%279
2026-0987.4%135

Peak month: 94.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic96274.6%
GitHub CopilotGitHub40.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • be9a7597 on GitHubfix(qa): gate Cargo.lock freshness so a stale entry cannot reach main (#35Claude Code
  • e4bc1675 on GitHubfix(ros2-bridge): answer every pending Zenoh get-result request (#3506)Claude Code
  • 622549c9 on GitHubfix(cli): wire zenoh mesh args into `dora cluster install` units (#3504)Claude Code
  • ec0b545d on GitHubci(nightly): run memory-pool CPU smoke tests in a dedicated job (#2339)GitHub Copilot
  • 3280ae20 on GitHubfix(cli): show orphaned spans in `dora trace view` instead of silently droGitHub Copilot
  • c0e1896c on GitHubApply copilot review fixes: build tracking, RPC error logging, sync methodGitHub 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 window1,459
Merge commits removed−127
CI / dependency bots removed−42
Considered1,290

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 dora-rs/dora

Scan another repository

Try