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

airbytehq/airbyte ↗

airbytehq/airbyte AI coding statistics: 87.9%

of 1,832 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
87.9% agent · top contributor 55.8%59 contributors
team

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

1,611
agent commits
221
other considered commits
59
agent contributors
55.8%
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

701assisted
910autonomous

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
2026-0279.3%164
2026-0390.9%285
2026-0485%361
2026-0584.8%243
2026-0687%192
2026-0793.8%208
2026-0890.7%257
2026-0993.4%122

Peak month: 93.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
DevinCognition152383.1%
Claude CodeAnthropic1186.4%
Cursor AgentAnysphere80.4%
GitHub CopilotGitHub50.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 4a63ae27 on GitHubchore(destination-clickhouse): bump to `2.1.30` to republish Cloud spec (#Devin
  • d5fbdb89 on GitHubchore(destination-postgres): bump to `3.0.21` to republish Cloud spec (#86Devin
  • 1db877fc on GitHubchore(destination-dev-null): bump to `0.9.5` to republish Cloud spec (#863Devin
  • 8c39f5f7 on GitHubfeat(destination-s3-data-lake): add normalize_column_names option (#85827)Claude Code
  • 7c9cd920 on GitHubfeat(source-goldcast)!: 🚨🚨 make `event_members` `props` schemaless to stClaude Code
  • 9e6367ee on GitHubfeat(source-linkedin-ads): add videos stream (#81509)Claude Code
  • 3b888dce on GitHubfeat(source-reprise): contribution from Ella6882 (#84883)Cursor Agent
  • a6e2c7ce on GitHubfix(source-reddit-ads): stop refreshing OAuth token on every request (#832Cursor Agent
  • c408d227 on GitHubfeat: source-mntn contribution from Ella6882 (#81334)Cursor Agent
  • cbed660c on GitHubdocs: document Cloud managed region IDs for API and Terraform (#84868)GitHub Copilot
  • 77e33a1c on GitHubfeat(source-jira): add OAuth 2.0 authentication support (#76067)GitHub Copilot
  • d8b74dfc on GitHubci: no op workflow (#77527)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 window9,626
Merge commits removed−0
CI / dependency bots removed−7,794
Considered1,832

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
airbytehq/airbyte
Default branch
master
Resolved HEAD
be7d78c011452e0acd86e60879008c1f9e1d98ff ↗
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.

CohortPython · 247 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 145 of 392 ecosystem repositories excluded
Agent-commit share position100th percentile

Midrank percentile; equal shares split the tied positions.

Repository
87.9%
Cohort median
6.3%
Share rank
1 / 247
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 247.

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 →Devin commitsBrowse repositories with detected Devin 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 airbytehq/airbyte

Scan another repository

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