Windmill Engineering Benchmarks
Workflow Automation
GitHub
As of June 3, 2026, Windmill has 1,744 merged pull requests, 1.2 hours median cycle time, 0.1 hours median review time, and 24 active contributors in the last 90 days. AI-related signals appear on 59.8% of recent work.
PRs with AI-related signals ship 53% 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
13.4h
with signals
28.3h
baseline
-52.8%
difference
AI-Related Signals
87.6%
781 of 892 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Windmill flagship | 1744 | 71.8% | 1.9h | 0.2h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 16 hours, 18 minutes ago.
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