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.

SPI LCD graphics library for ESP32 (ESP-IDF/ArduinoESP32) / ESP8266 (ArduinoESP8266) / SAMD51(Seeed ArduinoSAMD51)

01Result

lovyan03/LovyanGFX ↗

lovyan03/LovyanGFX AI coding statistics: 4.3%

of 164 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
4.3% agent · top contributor 28.6%6 contributors
team

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

7
agent commits
157
other considered commits
6
agent contributors
28.6%
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

6assisted
1autonomous

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
2026-0216.7%12
2026-030%2
2026-044%25
2026-050%4
2026-060%13
2026-072.6%39
2026-085.4%56
2026-090%13

Peak month: 16.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic53%
GitHub CopilotGitHub21.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 9bcd8df3 on GitHubfix: Bus_SPI::endTransaction() writes SPI_USER_REG before releasing bus loClaude Code
  • 76a5c925 on GitHubFix unbounded BUSY-pin spin in Panel_IT8951::_write_args()Claude Code
  • 89c1dc2f on GitHubfix(amoled): guard null DMA buffer in framebuffer flushClaude Code
  • 038e0c64 on GitHubDeassert CS before returning false on busy timeout in _write_argsGitHub Copilot
  • c9b05f75 on GitHubfeat: Update ESP-IDF and HAL for v6 compatibility across ESP32 platforms (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 window218
Merge commits removed−54
CI / dependency bots removed−0
Considered164

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 lovyan03/LovyanGFX

Scan another repository

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