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.

🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and load datasets in minutes with agentic skills — any backend (CKAN, GitHub, Frictionless).

01Result

datopian/portaljs ↗

datopian/portaljs AI coding statistics: 66.7%

of 354 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
66.7% agent · top contributor 28.8%19 contributors
org-wide

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

236
agent commits
118
other considered commits
19
agent contributors
28.8%
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

236assisted
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%3
2026-030%13
2026-0545.5%11
2026-0667.4%218
2026-0786.7%83
2026-0848%25
2026-090%1

Peak month: 86.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic23666.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • ba479c9f on GitHubfeat(site): enable PostHog exception autocapture on the LP project (po-lr3Claude Code
  • 14156e8e on GitHubfix(site): correct Arc/Cloud SEO meta drift on faq.tsx and open-data.tsx (Claude Code
  • 31302c0e on GitHubfix(site): rewrite homepage FAQ content to describe Arc, not Cloud (po-wakClaude 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 window491
Merge commits removed−130
CI / dependency bots removed−7
Considered354

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 →TypeScript AI coding statisticsCompare evidence across TypeScript 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 datopian/portaljs

Scan another repository

Try