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Parse Server Engineering Benchmarks

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As of July 27, 2026, Parse Server has 449 merged pull requests, 0.6 hours median cycle time, 0.1 hours median review time, and 3 active contributors in the last 90 days. AI-related signals appear on 47.8% of recent work.

PRs with AI-related signals take 15% 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

14.7h
with signals
12.8h
baseline
14.9%
difference

AI-Related Signals

53.9%
28 of 52 PRs show AI-related signals

Repository Comparison

Repository PRs AI Signals Cycle Time Review Time
Parse Server flagship 449 60.9% 2.3h 0.1h

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 36 minutes ago.

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