Windmill Engineering Benchmarks
Workflow Automation
GitHub
As of October 26, 2026, Windmill has 3,762 merged pull requests, 2.0 hours median cycle time, 0.1 hours median review time, and 12 active contributors in the last 90 days. AI-related signals appear on 69.9% of recent work.
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
20.0h
with signals
21.6h
baseline
-7.5%
difference
AI-Related Signals
84.7%
1067 of 1260 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Windmill flagship | 3762 | 93.0% | 3.0h | 0.1h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 1 hour, 39 minutes ago.
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