Windmill Engineering Benchmarks
Workflow Automation
GitHub
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
Flagship Repositories
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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