Helper Engineering Benchmarks
Helper delivery benchmarks are based on 0 merged pull requests in the last 30 days (6 all-time), with 0.0 hours median cycle time, 0.0 hours median review time, and 0 active contributors. AI-related signals appear on 0.0% of recent work.
Median Cycle Time
0.0h
PR open to merge
Median Review Time
0.0h
first review to approval
AI-Related Signals
0.0%
directional signal across recent PRs
Repo vs Antiwork Average
-62.8pp
AI Signals
-2.8h
Cycle Time
-0.2h
Review Time
PR Backlog (Humans)
Excludes AI agents and automation accounts.
PR Backlog (AI Agents)
AI coding agents only.
Recent Pull Requests
View PR Explorer| Title | Author | AI |
|---|---|---|
| Fix creating job runs for cron jobs | binary-koan | — |
| Improve handling of edge cases in job queue | binary-koan | — |
| Reduce job call timeout | binary-koan | — |
| Add recommended database indexes | binary-koan | — |
| Fix concurrency issue with merging | binary-koan | — |
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 17 hours, 41 minutes ago.
Updated daily from public GitHub pull requests.
See Your Team's Benchmarks