Windmill Engineering Benchmarks
Windmill delivery benchmarks are based on 309 merged pull requests in the last 30 days (3,051 all-time), with 4.7 hours median cycle time, 0.1 hours median review time, and 9 active contributors. AI-related signals appear on 61.8% of recent work. PR volume is down -35% compared to the prior period.
Repo vs Windmill Average
Delivery Trend and AI Signals
PR Backlog (Humans)
Excludes AI agents and automation accounts.
PR Backlog (AI Agents)
AI coding agents only.
AI Signals vs Cycle Time
Correlation
Cycle Time by AI-Related Signals
PR Breakdown
Top AI Tools
PR Type Breakdown
Recent Pull Requests
View PR Explorer| Title | Author | AI |
|---|---|---|
| chore(main): release 1.809.0 | rubenfiszel | — |
| feat: surface OTEL env vars in the settings page and startu… | rubenfiszel | AI |
| fix: skip the deploy PR when the git sync push committed no… | rubenfiszel | AI |
| feat: tuck other users' spaces into a collapsible home tree… | rubenfiszel | AI |
| feat: add a minimal skin for the approval page and slack/te… | rubenfiszel | AI |
Methodology
Metrics are computed from merged pull request data synced daily from GitHub. AI-related metrics are directional signals inferred from pull request activity patterns and heuristics. Summary metrics use a 30-day rolling window; trends use a 90-day window. Last updated 9 hours, 47 minutes ago.
Updated daily from public GitHub pull requests.
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