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Scale Engineering

Stress Testing & Load Optimization

Simulate massive viral traffic events to identify exactly where your system bottlenecks before it happens in real life.

The Challenge

What you might face

You are launching a huge marketing campaign but have no idea if the servers will survive 50,000 concurrent users.

Our Approach

How we engineer it

Write Artillery or K6 scripts simulating user journeys, blast the servers with traffic, and pinpoint CPU/DB bottlenecks.

Target Outcome

The concrete outcome

A comprehensive performance report and patched infrastructure guaranteed to survive the spike.

Operational Pipeline

System Architecture Flow

Hover over the pipeline nodes to inspect our live engineering data-flow breakdown.

Step 01Step 02Step 03Step 04
Phase 01 Architecture Details

Journey Mapping

We define the most critical user flows (e.g., the checkout process).

Key Offerings

Core Service Capabilities

Concrete engineering features we integrate into your digital footprint.

K6 / Artillery Scripting

We write scripts that simulate thousands of users logging in, adding to cart, and checking out simultaneously.

Distributed Bot Nets

We fire traffic from 10+ global AWS regions simultaneously to test global CDN performance.

Bottleneck Identification

Pinpointing exactly which API route or SQL query fails first under pressure.

Memory Leak Tracing

Monitoring node processes for gradual memory spikes that cause eventual crashes.

Auto-Scaler Tuning

Adjusting Kubernetes or AWS ASG rules to ensure they provision new servers faster than the traffic spikes.

Technology Architecture

Supported Stacks & Infrastructure

We implement custom codebases tailored to your speed, scalability, and integration requirements.

Stress & Load Engineering

Performance Ops

Simulating massive viral traffic events to intentionally break infrastructure and patch bottlenecks.

Best Fit Use Case

Startups preparing for Shark Tank, Super Bowl ads, or massive product launches.

Engineering Capabilities
  • K6/Artillery Scripting
  • Bottleneck Isolation
  • Auto-Scaler Tuning
Featured Example Project

Shark Tank Survival

Simulated 100,000 concurrent users hitting a Shopify headless build prior to a national TV broadcast.

🚀 Impact: Identified and patched a critical Redis failure point. The actual broadcast handled 85k users flawlessly.

"CanWe broke our site in staging so it wouldn't break on national television. Worth every penny."

Anita S.
Founder, EcoGoods
Telemetry & ROI

Scale Validation

Telemetry from simulated blast events proving the infrastructure can handle viral traffic.

Live Telemetry Comparison

Concurrent User Capacity

Comparison of engineering benchmarks (Higher is better).

Legacy / Standard Setup5,000 Users (Original Architecture)
CanWe Engineered Setup85,000 Users (Patched & Scaled)
Latency benchmarks recorded under average operational concurrency loads.
100%
Simulation

Headless browsers mimic real user journeys.

Global
Bot Nets

Traffic injected from multiple AWS regions.

Zero
Downtime

Tested in staging so live users aren't affected.

APM
Tracing

Pinpointing the exact CPU/DB bottleneck.

FAQ

Common Questions

Everything you need to know about starting a project with this service.

Yes. The 'Shark Tank Effect' crashes almost every unprepared site. We simulate that exact traffic pattern to harden your infrastructure before you air.
No, we clone the production environment to a staging URL and blast that, so real users aren't affected during the stress test.
Get in Touch

Request a Project Estimate.

Tell us about your technical needs and timeline constraints. We'll get back to you with a detailed proposal — no aggressive sales pitches, just pure engineering.

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