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.

nRF Connect SDK main repository

01Result

nrfconnect/sdk-nrf ↗

nrfconnect/sdk-nrf AI coding statistics: 1.2%

of 4,703 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.2% agent · top contributor 35.7%11 contributors
org-wide

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

56
agent commits
4,647
other considered commits
11
agent contributors
35.7%
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

56assisted
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
2026-020%597
2026-030%564
2026-040.4%550
2026-051.1%905
2026-061.4%699
2026-071.1%380
2026-080.6%671
2026-097.7%337

Peak month: 7.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere370.8%
Claude CodeAnthropic190.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 71aae607 on GitHubsamples: wifi: radio_test: Move shell into nRF70 and nRF71 driversCursor Agent
  • b8e7d5f3 on GitHubdrivers: wifi: nrf71: Clean up includes, CMake, and RX buffer setupCursor Agent
  • 5df8f09b on GitHubdrivers: wifi: nrf71: Relocate FMAC to inc/ and src/Cursor Agent
  • 16a05e62 on GitHubwifi: nrf71: match umac_scan_dbg_params to ROM'd FW ABIClaude Code
  • d102aae8 on GitHubwifi: nrf71: fix stale interface stats on truncated stats eventClaude Code
  • f592d5a1 on GitHubsamples: cellular: tls_ciphersuites: Build only nrf9151dk in CIClaude 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 window4,703
Merge commits removed−0
CI / dependency bots removed−0
Considered4,703

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 nrfconnect/sdk-nrf

Scan another repository

Try