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.

Redis Java client

01Result

redis/jedis ↗

redis/jedis AI coding statistics: 11%

of 146 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
11% agent · top contributor 68.8%4 contributors
team

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

16
agent commits
130
other considered commits
4
agent contributors
68.8%
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

16assisted
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%19
2026-037.7%13
2026-040%14
2026-052.9%34
2026-069.1%11
2026-0728.6%35
2026-0811.8%17
2026-0933.3%3

Peak month: 33.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic149.6%
GitHub CopilotGitHub21.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 4c3d45c3 on GitHubDo not deliver pub/sub push messages as replies outside an active subscripClaude Code
  • fdc5606a on GitHubStabilize integration tests against auth-required, high-latency environmenClaude Code
  • 411d14c9 on GitHubSpeed up slow integration tests (#4659)Claude Code
  • 6dac31d4 on GitHubSmart Client Handoffs (SCH): maintenance notifications support (#4668)GitHub Copilot
  • 1eec5db6 on GitHubfix: Fix out-of-order responses in manual transactions with commands beforGitHub 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 window175
Merge commits removed−0
CI / dependency bots removed−29
Considered146

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 →Java AI coding statisticsCompare evidence across Java 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 redis/jedis

Scan another repository

Try