Lobe Chat Engineering Benchmarks
Lobe Chat delivery benchmarks are based on 833 merged pull requests in the last 30 days (3,690 all-time), with 2.2 hours median cycle time, 0.0 hours median review time, and 24 active contributors. AI-related signals appear on 30.9% of recent work. PR volume is up 29% compared to the prior period.
Repo vs LobeChat 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: remove LOBE-XXX markers from recently modified sourc… | arvinxx | — |
| 🐛 fix(acceptance): align task checklist grouping | arvinxx | — |
| 🐛 fix(generation): disable TooltipGroup layout animation in… | Innei | — |
| ✨ feat: add realtime topic comment refresh | AmAzing129 | — |
| ✨ feat: route declarative context menus through the native … | Innei | — |
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 43 minutes ago.
Updated daily from public GitHub pull requests.
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