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-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents

01Result

awslabs/aidlc-workflows ↗

awslabs/aidlc-workflows AI coding statistics: 5.6%

of 394 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
5.6% agent · top contributor 36.4%11 contributors
org-wide

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

22
agent commits
372
other considered commits
11
agent contributors
36.4%
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

22assisted
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%19
2026-0310%30
2026-0417.4%23
2026-0550%8
2026-063.1%32
2026-076.9%72
2026-082.5%157
2026-091.9%53

Peak month: 50%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic164.1%
GitHub CopilotGitHub41%
Cursor AgentAnysphere20.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 89e1f44b on GitHubfeat: Commit Provenance (#1052)Claude Code
  • 2399542d on GitHubdocs: copy the shipped .gitignore in the Claude Code and Kiro install stepClaude Code
  • 3c0f9073 on GitHubfix: make learning persistence content-addressed and provenance-bound (2.6Claude Code
  • ab1e599b on GitHubdocs: add AGENTS.md for cross-agent project guidance (#198)GitHub Copilot
  • e8deca08 on GitHubfeat(codex): add support for codex openai (#153)GitHub Copilot
  • a756b71a on GitHubfix: address security scanners follow-up items (#180) (#199)GitHub Copilot
  • 3dc3112c on GitHubdocs: reconcile planned Bolt with the shipped stage-major walk (2.6.56) (#Cursor Agent
  • cbf3f30a on GitHubfix(cursor): emit preToolUse allow JSON under failClosed (2.5.66) (#745)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 window440
Merge commits removed−10
CI / dependency bots removed−36
Considered394

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 →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 awslabs/aidlc-workflows

Scan another repository

Try