Platform Engineering Benchmarks

Huly · GitHub · Updated October 27, 2026

Platform delivery benchmarks are based on 21 merged pull requests in the last 30 days (614 all-time), with 19.8 hours median cycle time, 22.1 hours median review time, and 2 active contributors. AI-related signals appear on 0.0% of recent work. PR volume is up 200% compared to the prior period.

Median Cycle Time
19.8h
PR open to merge
Median Review Time
22.1h
first review to approval
AI-Related Signals
0.0%
directional signal across recent PRs
Best Signal Growing Cadence
+200%
PR volume up 200% vs prior period

Repo vs Huly Average

-1.7pp
AI Signals
+15.3h
Cycle Time
+18.9h
Review Time

Delivery Trend and AI Signals

PR Backlog (Humans)

Excludes AI agents and automation accounts.

PR Backlog (AI Agents)

AI coding agents only.

AI Signals vs Cycle Time

Correlation

moderate positive
r = 0.55 (7 weeks)

Cycle Time by AI-Related Signals

29.4h
baseline

PR Breakdown

0 with signals / 22 total PRs

Methodology

Metrics are computed from merged pull request data synced daily from GitHub. AI-related metrics are directional signals inferred from pull request activity patterns and heuristics. Summary metrics use a 30-day rolling window; trends use a 90-day window. Last updated 6 hours, 2 minutes ago.

Updated daily from public GitHub pull requests.

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