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.

Redpanda is a streaming data platform for developers. Kafka API compatible. 10x faster. No ZooKeeper. No JVM!

01Result

redpanda-data/redpanda ↗

redpanda-data/redpanda AI coding statistics: 9.1%

of 2,649 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
9.1% agent · top contributor 34%26 contributors
org-wide

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

241
agent commits
2,408
other considered commits
26
agent contributors
34%
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

240assisted
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
2026-020.4%455
2026-030.7%461
2026-0415%347
2026-057%299
2026-0617.4%471
2026-0714.7%401
2026-0810.2%215

Peak month: 17.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic2409.1%
GitHub CopilotGitHub10%

03Evidence

Inspect the matches

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

Matched commit samples

  • 7a48da33 on GitHubrpk: expose the stretch cluster dashboard as --dashboard operations-stretcClaude Code
  • e94ea574 on GitHubstorage: test detection of corrupt segments on readClaude Code
  • 125b15a5 on GitHubstorage: kill broker process if log_reader detects a corrupt segmentClaude Code
  • 07f9bb02 on GitHubrptest: validate name_prefix in DatabricksWorkspace.create_catalog()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 window3,751
Merge commits removed−1,101
CI / dependency bots removed−1
Considered2,649

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 →C++ AI coding statisticsCompare evidence across C++ 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 redpanda-data/redpanda

Scan another repository

Try