Platform Engineering Benchmarks

Huly · GitHub · Updated July 28, 2026

Platform delivery benchmarks are based on 40 merged pull requests in the last 30 days (584 all-time), with 2.5 hours median cycle time, 5.5 hours median review time, and 5 active contributors. AI-related signals appear on 0.0% of recent work. PR volume is up 167% compared to the prior period.

Median Cycle Time
2.5h
PR open to merge
Median Review Time
5.5h
first review to approval
AI-Related Signals
0.0%
directional signal across recent PRs
Best Signal Growing Cadence
+167%
PR volume up 167% vs prior period

Repo vs Huly Average

-1.6pp
AI Signals
-1.6h
Cycle Time
+2.7h
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

21.6h
with signals
12.4h
baseline
74.3%
difference

PR Breakdown

1 with signals / 42 total PRs

Top AI Tools

copilot 1

PR Type Breakdown

unknown 28
feature 6
bugfix 5
ci 1

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 28 minutes ago.

Updated daily from public GitHub pull requests.

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