Scalability Testing

Validating that your architecture scales the way you designed it to.

What this engagement covers.

We verify that your horizontal and vertical scaling mechanisms actually engage under load, that autoscaling policies trigger at the right thresholds, and that performance holds linearly as capacity grows.

Additional instances provisioned under load and traffic balanced correctly.

Resource limits validated before and after vertical upgrades.

Scale-out and scale-in thresholds confirmed against real load.

Performance plotted against capacity to identify non-linear degradation.

New instance warm-up time and its effect on p99 latency quantified.

Tools and technologies.

Scalability engagements quantify the cost of every additional unit of traffic. The toolkit drives the load and surfaces the constraint each tier hits first.

Tools

k6 JMeter Gatling Datadog Grafana GitHub Actions

Technologies

Python JavaScript TypeScript Java

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