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Astro Engineering Benchmarks

DevOps & Infrastructure GitHub
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As of June 3, 2026, Astro has 894 merged pull requests, 8.1 hours median cycle time, 1.9 hours median review time, and 88 active contributors in the last 90 days. AI-related signals appear on 1.6% of recent work.

PRs with AI-related signals take 21% 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

60.3h
with signals
49.6h
baseline
21.5%
difference

AI-Related Signals

4.7%
21 of 449 PRs show AI-related signals

Repository Comparison

Repository PRs AI Signals Cycle Time Review Time
Astro flagship 894 2.1% 8.4h 1.8h

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 16 hours, 19 minutes ago.

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