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Windmill Engineering Benchmarks

Workflow Automation GitHub
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As of September 11, 2026, Windmill has 3,051 merged pull requests, 1.7 hours median cycle time, 0.1 hours median review time, and 17 active contributors in the last 90 days. AI-related signals appear on 64.2% of recent work.

PRs with AI-related signals ship 20% 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

14.2h
with signals
17.8h
baseline
-20.0%
difference

AI-Related Signals

80.2%
966 of 1204 PRs show AI-related signals

Repository Comparison

Repository PRs AI Signals Cycle Time Review Time
Windmill flagship 3051 61.7% 4.4h 0.1h

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 35 minutes ago.

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