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.

Cloud architecture diagrams in both directions: AI prompt or JSON to diagram, diagram to Terraform via MCP server, and Terraform to diagram via CLI or CI/CD. Using Official AWS, Azure and GCP icons.

01Result

patrickchugh/terravision ↗

patrickchugh/terravision AI coding statistics: 50%

of 220 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
50% agent · top contributor 59.1%5 contributors
team

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

110
agent commits
110
other considered commits
5
agent contributors
59.1%
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

110assisted
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
2026-023.6%28
2026-0325.6%43
2026-0447.6%63
2026-0573.9%23
2026-0646.2%13
2026-07100%9
2026-0892.1%38
2026-0933.3%3

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic11050%

03Evidence

Inspect the matches

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

Matched commit samples

  • f5236dc5 on GitHubfix: never hang on undefined terraform variables (#209)Claude Code
  • 5b0c3f6e on GitHubPoint azure/databases.py at the directory its icons ship inClaude Code
  • bc96f936 on GitHubAlias azurerm_static_web_app and azurerm_cdn_frontdoor_* to existing iconsClaude 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 window234
Merge commits removed−14
CI / dependency bots removed−0
Considered220

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 patrickchugh/terravision

Scan another repository

Try