Gumroad Engineering Benchmarks
Gumroad delivery benchmarks are based on 608 merged pull requests in the last 30 days (3,951 all-time), with 0.8 hours median cycle time, 0.1 hours median review time, and 4 active contributors. AI-related signals appear on 68.3% of recent work. PR volume is up 14% compared to the prior period.
Repo vs Antiwork Average
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
PR Breakdown
Top AI Tools
PR Type Breakdown
Recent Pull Requests
View PR Explorer| Title | Author | AI |
|---|---|---|
| Make subtitle uploads keyboard accessible | gumclaw | — |
| Recover from interrupted page deletion | gumclaw | — |
| Make product cover selectors keyboard accessible | gumclaw | — |
| Weekly retry re-sends unaccepted JP address leaves | gumclaw | AI |
| Report payout setup already underway instead of 500ing on a… | gumclaw | 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 7 hours, 37 minutes ago.
Updated daily from public GitHub pull requests.
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