Gumroad Engineering Benchmarks
Gumroad delivery benchmarks are based on 282 merged pull requests in the last 30 days (1,083 all-time), with 0.9 hours median cycle time, 0.1 hours median review time, and 7 active contributors. AI-related signals appear on 79.1% of recent work. PR volume is down -17% 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.
Top AI Coding Agents
Most active AI coding agents in the last 90 days.
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copilot-swe-agent
1 PRs (100.0%)
Cycle Time by AI-Related Signals
PR Breakdown
Top AI Tools
PR Type Breakdown
Recent Pull Requests
View PR Explorer| Title | Author | AI |
|---|---|---|
| GDPR buyer erasure: best-effort per-step erasure that survi… | gumclaw | AI |
| Fix production checkout redirecting to .apps.staging.gumroa… | ershad | AI |
| Warn when custom HTML lacks a buy affordance | gianfrancopiana | AI |
| Add AI service providers disclosure to privacy policy (Walk… | gumclaw | AI |
| Restore --json --jq filter on products page url in landing … | gianfrancopiana | 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, 29 minutes ago.
Updated daily from public GitHub pull requests.
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