Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

SigNoz/signoz ↗

SigNoz/signoz AI coding statistics: 5%

of 1,427 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
5% agent · top contributor 30.6%12 contributors
org-wide

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

72
agent commits
1,355
other considered commits
12
agent contributors
30.6%
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

72assisted
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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%175
2026-031.2%170
2026-041.9%160
2026-0511.1%207
2026-068%201
2026-075.3%266
2026-085.6%177
2026-095.6%71

Peak month: 11.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic694.8%
Cursor AgentAnysphere20.1%
GitHub CopilotGitHub10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • a6346183 on GitHubfeat(traces-qb): read span attributes from the JSON column (evolution-gateClaude Code
  • 8e00c040 on GitHubrefactor(qb): quote field names with the ClickHouse quoting helpers (#1259Claude Code
  • c9ae10b1 on GitHubfeat(apiserver): move apiserver to registry and make it configurable (#124Claude Code
  • bb4e7df6 on GitHubchore: add rule state history module (#10488)Cursor Agent
  • 51967c52 on GitHubUpgrade prometheus/common and prometheus/prometheus to latest available vCursor Agent
  • 69a240fd on GitHubchore(frontend): bump deps (#12052)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 window1,465
Merge commits removed−0
CI / dependency bots removed−38
Considered1,427

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
SigNoz/signoz
Default branch
main
Resolved HEAD
e1acfc94ba6be561a354953d81ca233708081916 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortJS/TS · 376 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 194 of 570 ecosystem repositories excluded
Agent-commit share position49th percentile

Midrank percentile; equal shares split the tied positions.

Repository
5%
Cohort median
5.4%
Share rank
191 / 376
0th50th100th

Percentile = (repositories below + half of 5 tied repositories) ÷ 376.

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 →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 SigNoz/signoz

Scan another repository

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