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Astro Engineering Benchmarks

DevOps & Infrastructure GitHub
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As of October 26, 2026, Astro has 1,378 merged pull requests, 8.6 hours median cycle time, 1.8 hours median review time, and 64 active contributors in the last 90 days. AI-related signals appear on 2.4% of recent work.

PRs with AI-related signals take 95% 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

96.0h
with signals
49.3h
baseline
94.5%
difference

AI-Related Signals

5.5%
17 of 311 PRs show AI-related signals

Repository Comparison

Repository PRs AI Signals Cycle Time Review Time
Astro flagship 1378 5.7% 5.8h 0.0h

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 1 hour, 42 minutes ago.

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