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.

Native Android messaging app using Bluetooth LE, TCP, or RNode (LoRa) over LXMF and Reticulum

01Result

torlando-tech/columba ↗

torlando-tech/columba AI coding statistics: 68.4%

of 1,501 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
68.4% agent · top contributor 70.8%5 contributors
team

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

1,026
agent commits
475
other considered commits
5
agent contributors
70.8%
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

788assisted
238autonomous

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
2026-0193.8%16
2026-0282%411
2026-0385.7%315
2026-0472.6%201
2026-0599.6%243
2026-06100%15
2026-070%44
2026-080.5%192
2026-090%64

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic102668.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • d106ec96 on GitHubci: build signed .aab for Play Console alongside release APKsClaude Code
  • 581c3548 on GitHubdeps: bump reticulum-kt v0.0.22 + LXMF-kt v0.0.14 (lands columba#1004)Claude Code
  • bc3339c7 on GitHubtest(build): fork test JVM per class + lift Default pool to deflake CI PagClaude 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 window1,958
Merge commits removed−399
CI / dependency bots removed−58
Considered1,501

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 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 torlando-tech/columba

Scan another repository

Try