Astro Engineering Benchmarks
DevOps & Infrastructure
GitHub
As of July 27, 2026, Astro has 1,063 merged pull requests, 8.0 hours median cycle time, 1.9 hours median review time, and 64 active contributors in the last 90 days. AI-related signals appear on 1.7% of recent work.
PRs with AI-related signals take 53% longer than the baseline.
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
66.0h
with signals
43.2h
baseline
52.6%
difference
AI-Related Signals
4.5%
16 of 353 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Astro flagship | 1063 | 1.6% | 14.1h | 1.9h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 39 minutes ago.
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