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.

Collection of open-source libraries and tools for Robotic Process Automation (RPA), designed to be used with both Robot Framework and Python

01Result

robocorp/rpaframework ↗

robocorp/rpaframework AI coding statistics: 48.6%

of 70 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 70 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
48.6% agent · top contributor 47.1%4 contributors
team

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

34
agent commits
36
other considered commits
4
agent contributors
47.1%
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

34assisted
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
2026-0285.7%7
2026-0333.3%15
2026-04100%3
2026-0532.3%31
2026-0688.9%9
2026-0750%2
2026-0833.3%3

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic3448.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • 634fbbfe on GitHubdocs: move upcoming changes to released section (23 Aug 2026) (#1353)Claude Code
  • 2b3d3c4b on GitHubfix(security): bump soupsieve>=2.8.4 in lock files (CVE-2026-49476) (#1342Claude Code
  • 0843f9cb on GitHubfix(security): force-upgrade transitive cryptography, zeep, pypdf in lock 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 window71
Merge commits removed−1
CI / dependency bots removed−0
Considered70

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 →Python AI coding statisticsCompare evidence across Python 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 robocorp/rpaframework

Scan another repository

Try