# Interpreting your reliability test results

DevFeed: [Interpreting your reliability test results](<https://devfeed.tech/articles/interpreting-your-reliability-test-results-11658.md>)

Original publisher: [Read original article](<https://www.gremlin.com/blog/interpreting-your-reliability-test-results>)

Author: Andre Newman

Published: 2024-09-19T00:00:00Z

Content type: article

Language: en

Sources: [Gremlin Blog](<https://devfeed.tech/sources/gremlin-blog.md>)

Topics: [Resilience](<https://devfeed.tech/topics/resilience.md>), [Scalability](<https://devfeed.tech/topics/scalability.md>), [autoscaling](<https://devfeed.tech/topics/autoscaling.md>), [systems](<https://devfeed.tech/topics/systems.md>), [cpu](<https://devfeed.tech/topics/cpu.md>), [cloud-computing](<https://devfeed.tech/topics/cloud-computing.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>), [Processes](<https://devfeed.tech/topics/processes.md>), [Amazon EC2](<https://devfeed.tech/topics/amazon-ec2.md>), [Azure](<https://devfeed.tech/topics/azure.md>)

Tags: [amazon-ec2](<https://devfeed.tech/tags/amazon-ec2.md>), [autoscaling](<https://devfeed.tech/tags/autoscaling.md>), [azure](<https://devfeed.tech/tags/azure.md>), [blog](<https://devfeed.tech/tags/blog.md>), [cloud-computing](<https://devfeed.tech/tags/cloud-computing.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [gremlin](<https://devfeed.tech/tags/gremlin.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [health](<https://devfeed.tech/tags/health.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [processes](<https://devfeed.tech/tags/processes.md>), [resilience](<https://devfeed.tech/tags/resilience.md>), [scalability](<https://devfeed.tech/tags/scalability.md>), [systems](<https://devfeed.tech/tags/systems.md>)

## AI overview

This blog explains how to interpret failed reliability tests and convert their results into actions that improve service reliability. It covers Gremlin's seven-test Recommended Test Suite, including scalability, redundancy, dependency-failure resilience, CPU scalability, health checks, and autoscaling.

## Source excerpt

You've run your reliability tests and got your results...now what? This blog explains how to turn your insights into actions and, ultimately, into more reliable services.