Platform Engineering Benchmarks

Huly · GitHub · Updated June 3, 2026

Platform delivery benchmarks are based on 35 merged pull requests in the last 30 days (530 all-time), with 2.7 hours median cycle time, 11.2 hours median review time, and 6 active contributors. AI-related signals appear on 0.0% of recent work. PR volume is down -40% compared to the prior period.

Median Cycle Time
2.7h
PR open to merge
Median Review Time
11.2h
first review to approval
AI-Related Signals
0.0%
directional signal across recent PRs
Best Signal Fast Delivery
2.7h
Median cycle time of 2.7h
Watch Out Declining Cadence
-40%
PR volume down 40% vs prior period

Repo vs Huly Average

-1.8pp
AI Signals
-1.5h
Cycle Time
+8.6h
Review Time

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

16.9h
baseline

PR Breakdown

0 with signals / 36 total PRs

Recent Pull Requests

View PR Explorer

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 17 hours, 47 minutes ago.

Updated daily from public GitHub pull requests.

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