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.

Repo to accompany my mastering LLM engineering course

01Result

ed-donner/llm_engineering ↗

ed-donner/llm_engineering AI coding statistics: 0.9%

of 5,625 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.9% agent · top contributor 11.5%23 contributors
org-wide

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

52
agent commits
5,573
other considered commits
23
agent contributors
11.5%
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

52assisted
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
2026-021.4%1149
2026-030.4%3153
2026-041.6%370
2026-051.1%273
2026-060.9%218
2026-071.3%226
2026-084.4%158
2026-093.8%78

Peak month: 4.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic350.6%
Cursor AgentAnysphere170.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • f75522c1 on GitHubClear notebook outputs for week1 exercise and day5 brochure translatorClaude Code
  • af05f969 on GitHubAdd week2 community contributions: course tutor chatbot and brochure generClaude Code
  • 08ef84b5 on GitHubAdd week1 exercise and day5 brochure translator community contributionsClaude Code
  • c16ec15d on GitHubAdd week 1 day 1 opinionated website summarizerCursor Agent
  • 3d30887e on GitHubAdd week4 AI code translator community contribution for 78days.Cursor Agent
  • 9c8c2429 on GitHubAdd Playwright web scraper for JavaScript-rendered sites.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 window9,435
Merge commits removed−3,810
CI / dependency bots removed−0
Considered5,625

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →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 ed-donner/llm_engineering

Scan another repository

Try