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.

The Future of Data Engineering — A CLI SQL client for the modern data stack, enabling AI-native context engineering for data.

01Result

Datus-ai/Datus-agent ↗

Datus-ai/Datus-agent AI coding statistics: 34.1%

of 790 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
34.1% agent · top contributor 48%9 contributors
org-wide

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

269
agent commits
521
other considered commits
9
agent contributors
48%
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

269assisted
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
2026-023.7%27
2026-0338.2%55
2026-0433.3%186
2026-0512.6%159
2026-0654.5%112
2026-0737.5%104
2026-0847.8%115
2026-0931.3%32

Peak month: 54.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic26733.8%
OpenAI CodexOpenAI30.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 9b0da7ce on GitHub[BugFix] Stop re-exporting the model call span on every streamed chunk (#1Claude Code
  • 28271821 on GitHub[BugFix] Drop undeclared task() arguments instead of aborting the run (#14Claude Code
  • 8af4970f on GitHub[Refactor] Consolidate session metadata into the session database (#1407)Claude Code
  • af3464e6 on GitHubci(deps): lock PR CI installs with uv (#1085)OpenAI Codex
  • 7c2a4c43 on GitHub[Enhancement] Degrade gracefully when embeddings are unavailable (#870)OpenAI Codex
  • bbe10b1f on GitHub[BugFix] Keep workflow prompts non-interactive (#896)OpenAI Codex

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 window794
Merge commits removed−0
CI / dependency bots removed−4
Considered790

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →Python AI coding statisticsCompare evidence across Python 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 Datus-ai/Datus-agent

Scan another repository

Try