Windmill Engineering Benchmarks
Workflow Automation
GitHub
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
Flagship Repositories
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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