SLScaleLab AISystems Simulator
Design Systems. Prove Skills. Build Smarter.

The system design simulator built for serious engineering signal.

Practice architectures, compare tradeoffs, estimate capacity, simulate failures, and generate recruiter-ready reports from deterministic engines.

Code-driven architecture templates
Capacity and cost math without token burn
Recruiter-grade scoring rubrics
Failure simulations for real-world readiness
Engineering team planning architecture

91

Design score

$18k

Savings found

7

Failures covered

Product Preview

A complete architecture lab in one polished workspace

Generate designs, expose bottlenecks, compare decisions, and turn candidate answers into structured hiring signal.

Design Studio

Prompt-led templates for WhatsApp, Netflix, Uber, URL shorteners, and more.

Tradeoff Lab

Deterministic comparisons across data, messaging, API, and deployment choices.

Cost Planner

Monthly and yearly estimates with concrete optimization suggestions.

Failure Simulator

Scenario playbooks for outages, replica lag, region loss, and traffic spikes.

Benchmark Arena

Staff-level prompts with pass thresholds and signal maps.

Design Compare

Side-by-side architecture tradeoff scoring for saved designs.

Export Center

Portfolio-ready bundles for recruiters and internal planning.

Review Checklist

Workload, APIs, data, reliability, and cost coverage at a glance.

For recruiters

Assess architecture depth with consistent scoring, reports, and benchmark-ready rubrics.

For candidates

Practice high-signal problems and learn what strong designs include.

For startups

Estimate infrastructure cost before overbuilding the stack.

Modern workspace with system design planning

How It Works

From prompt to proof in minutes

1

Choose a system and scale profile.

2

Generate a deterministic architecture with sizing and bottlenecks.

3

Simulate failures, compare tradeoffs, and estimate spend.

4

Save a recruiter-ready report with strengths and gaps.

Pricing Teaser

Start free, scale into Pro or Recruiter.

Limited practice is free. Unlimited reports, exports, assessments, and team dashboards unlock as you grow.

View Plans