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.

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

01Result

MemMachine/MemMachine ↗

MemMachine/MemMachine AI coding statistics: 14%

of 171 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
14% agent · top contributor 20.8%10 contributors
org-wide

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

24
agent commits
147
other considered commits
10
agent contributors
20.8%
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

20assisted
4autonomous

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
2026-0211.6%43
2026-036%50
2026-0422.2%36
2026-0520%35
2026-06100%1
2026-070%2
2026-080%3
2026-090%1

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

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub179.9%
Claude CodeAnthropic74.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 7a0ab3d3 on GitHubUpdate Security Audit workflow to use setup-uv v8 and uv JSON output flag GitHub Copilot
  • d81020cc on GitHubPin `check-uvlockfile` checkout ref to `main` to avoid missing PR branch fGitHub Copilot
  • d2f53533 on GitHubChore: Automate Dependabot uv.lock repair and add scheduled CVE auto-fix wGitHub Copilot
  • a1ab26e0 on GitHubImprove embedding format (#1444)Claude Code
  • 3138789a on GitHubfix: resolve ty type-check issues in packages/ (#1405)Claude Code
  • c7b5e973 on GitHubfix: replace O(n²) ingestion polling query with GROUP BY/HAVING (#1253)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 window229
Merge commits removed−0
CI / dependency bots removed−58
Considered171

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 →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 MemMachine/MemMachine

Scan another repository

Try