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Windmill Engineering Benchmarks

Workflow Automation GitHub
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As of July 27, 2026, Windmill has 2,481 merged pull requests, 1.4 hours median cycle time, 0.2 hours median review time, and 24 active contributors in the last 90 days. AI-related signals appear on 65.4% of recent work.

PRs with AI-related signals ship 13% faster than the baseline.

Delivery Trend and AI Signals

PR Backlog (Humans)

Excludes AI agents and automation accounts.

PR Backlog (AI Agents)

AI coding agents only.

Cycle Time by AI-Related Signals

12.7h
with signals
14.5h
baseline
-12.8%
difference

AI-Related Signals

88.4%
961 of 1087 PRs show AI-related signals

Repository Comparison

Repository PRs AI Signals Cycle Time Review Time
Windmill flagship 2481 78.6% 1.7h 0.3h

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 37 minutes ago.

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