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 Open Source Trading Ecosystem for Everyone.

01Result

marketcalls/openalgo ↗

marketcalls/openalgo AI coding statistics: 77.9%

of 1,601 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
77.9% agent · top contributor 39%22 contributors
org-wide

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

1,247
agent commits
354
other considered commits
22
agent contributors
39%
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

1247assisted
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
2026-0266.2%231
2026-0379%138
2026-0487.5%184
2026-0598.4%127
2026-0691%155
2026-0791%245
2026-0857.7%376
2026-0981.4%145

Peak month: 98.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic124777.9%

03Evidence

Inspect the matches

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

Matched commit samples

  • 8986ba53 on GitHubfix(agent): one brand mark on a chat chart, and the combination aloneClaude Code
  • 4dfe2568 on GitHubfeat(agent): draw the combined premium with the platform chart, and study Claude Code
  • 9f4767d0 on GitHubfeat(strategybuilder): draw both chart tabs with the OpenAlgo engineClaude Code

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 window2,172
Merge commits removed−254
CI / dependency bots removed−317
Considered1,601

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 →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 marketcalls/openalgo

Scan another repository

Try