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.

A Kotlin-first SDK for Firebase

01Result

GitLiveApp/firebase-kotlin-sdk ↗

GitLiveApp/firebase-kotlin-sdk AI coding statistics: 31.9%

of 47 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 47 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
31.9% agent · top contributor 60%5 contributors
team

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

15
agent commits
32
other considered commits
5
agent contributors
60%
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

15assisted
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
2026-03100%2
2026-0516.7%6
2026-060%1
2026-070%12
2026-0860%15
2026-0927.3%11

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic1225.5%
GitHub CopilotGitHub36.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 5a06fe81 on GitHubAdd update-api-coverage skill with the README badge calculation script (#8Claude Code
  • 979495c8 on GitHubColour API coverage badges over 60% greenClaude Code
  • 0da23153 on GitHubRecalculate the API coverage badges in the README (#874)Claude Code
  • feda8d43 on GitHubFix iOS orderByKey() crash with startAt()/endAt() — use 1-param native metGitHub Copilot
  • aab3a5f7 on GitHubAdd comprehensive GitHub Copilot instructions for firebase-kotlin-sdk (#80GitHub Copilot
  • c8bd9669 on GitHubBump Java to 21 (temurin) in CI workflows (#805)GitHub Copilot

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 window60
Merge commits removed−0
CI / dependency bots removed−13
Considered47

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 →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 GitLiveApp/firebase-kotlin-sdk

Scan another repository

Try