Windmill Engineering Benchmarks
Windmill delivery benchmarks are based on 301 merged pull requests in the last 30 days (1,744 all-time), with 1.9 hours median cycle time, 0.2 hours median review time, and 14 active contributors. AI-related signals appear on 71.8% of recent work. PR volume is up 51% 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 |
|---|---|---|
| fix(backend): authorize single-job read endpoints by job/fl… | rubenfiszel | AI |
| chore(docker): use nsjail runtime packages instead of dev p… | rubenfiszel | AI |
| chore(main): release 1.714.1 | rubenfiszel | — |
| feat(frontend): harmonize diff button placement in script a… | Guilhem-lm | AI |
| fix(triggers): prevent Zoom challenge handler from being us… | 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 16 hours, 25 minutes ago.
Updated daily from public GitHub pull requests.
See Your Team's Benchmarks