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.

YugabyteDB - the cloud native distributed SQL database for mission-critical applications.

01Result

yugabyte/yugabyte-db ↗

yugabyte/yugabyte-db AI coding statistics: 1.3%

of 3,148 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.3% agent · top contributor 27.5%19 contributors
org-wide

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

40
agent commits
3,108
other considered commits
19
agent contributors
27.5%
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

40assisted
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%320
2026-030.8%360
2026-042.3%342
2026-051.8%455
2026-062.1%422
2026-070.8%487
2026-080.8%513
2026-091.6%249

Peak month: 2.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic190.6%
Gemini CLIGoogle110.3%
Cursor AgentAnysphere110.3%
GitHub CopilotGitHub10%

03Evidence

Inspect the matches

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

Matched commit samples

  • f1c662e0 on GitHub[GROWENG-177] Docs: Add Hello Distributed RAG tutorial (#32508)Claude Code
  • 52c3c2bf on GitHub[docs] Note that Npgsql pool size applies per node (#33741)Claude Code
  • a42f2539 on GitHub[PLAT-22035] YBA: Resolve dependent CR universe references by yba-resourceClaude Code
  • c347995e on GitHub[DOC-1314][yba] Clarify Manually Provision Nodes option (#32551)Gemini CLI
  • 97ab096d on GitHub[#32204] Distributed Tracing: Add gflags for OTLP HTTPS CA certificate (#3Gemini CLI
  • 9a17a3a2 on GitHub[Docs] Update the versions of YB drivers (#32638)Gemini CLI
  • d3cca658 on GitHub[#18983] DocDB: Sort yb-admin list_all_tablet_servers by status then host Cursor Agent
  • f6e01658 on GitHubAdd support troubleshooting helpers and ZD18850 case analysis notes.Cursor Agent
  • 27135e4c on GitHub[DOC] Document YBA API patterns for placement and RF changes.Cursor Agent
  • 45dac8cb on GitHub[#33268] YSQL: Fix hang in PollTransactionStatusBase::Shutdown racing VeriGitHub 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 window3,156
Merge commits removed−8
CI / dependency bots removed−0
Considered3,148

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 yugabyte/yugabyte-db

Scan another repository

Try