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Parse Server Engineering Benchmarks

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As of October 26, 2026, Parse Server has 558 merged pull requests, 0.9 hours median cycle time, 0.1 hours median review time, and 2 active contributors in the last 90 days. AI-related signals appear on 46.7% of recent work.

PRs with AI-related signals take 37% 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

11.6h
with signals
8.5h
baseline
36.5%
difference

AI-Related Signals

45.9%
50 of 109 PRs show AI-related signals

Repository Comparison

Repository PRs AI Signals Cycle Time Review Time
Parse Server flagship 558 41.3% 2.3h 0.1h

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 1 hour, 36 minutes ago.

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