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Deno Engineering Benchmarks

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As of October 27, 2026, Deno has 2,836 merged pull requests, 12.7 hours median cycle time, 3.7 hours median review time, and 38 active contributors in the last 90 days. AI-related signals appear on 17.9% of recent work.

PRs with AI-related signals take 23% 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

103.6h
with signals
84.4h
baseline
22.8%
difference

AI-Related Signals

13.8%
24 of 174 PRs show AI-related signals

Repository Comparison

Repository PRs AI Signals Cycle Time Review Time
Deno flagship 2672 21.1% 3.7h 70.1h
Fresh 164 0.0% 0.1h 0.0h

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 3 hours, 35 minutes ago.

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