# Uncovering hidden reliability risks in complex systems

DevFeed: [Uncovering hidden reliability risks in complex systems](<https://devfeed.tech/articles/uncovering-hidden-reliability-risks-in-complex-systems-11732.md>)

Original publisher: [Read original article](<https://www.gremlin.com/blog/uncovering-hidden-reliability-risks-in-complex-systems>)

Author: Andre Newman

Published: 2024-02-15T00:00:00Z

Content type: article

Language: en

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

Topics: [Complex Systems](<https://devfeed.tech/topics/complex-systems.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [incident](<https://devfeed.tech/topics/incident.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [hosting](<https://devfeed.tech/topics/hosting.md>)

Tags: [availability](<https://devfeed.tech/tags/availability.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [complex-systems](<https://devfeed.tech/tags/complex-systems.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [customers](<https://devfeed.tech/tags/customers.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [deployment-guides](<https://devfeed.tech/tags/deployment-guides.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [gremlin](<https://devfeed.tech/tags/gremlin.md>), [guides](<https://devfeed.tech/tags/guides.md>), [hosting](<https://devfeed.tech/tags/hosting.md>), [incident](<https://devfeed.tech/tags/incident.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [outage](<https://devfeed.tech/tags/outage.md>), [product](<https://devfeed.tech/tags/product.md>), [report](<https://devfeed.tech/tags/report.md>)

## AI overview

This article explains how Gremlin's Detected Risks capability and Team Risk Report help engineering teams identify hidden reliability risks before they cause outages. It focuses on issues such as single-availability-zone deployments, misconfigurations, bad defaults, and reliability anti-patterns, with particular emphasis on Kubernetes environments.

## Source excerpt

Learn how Gremlin automatically detects reliability risks in your environment. Review risks and implement fixes before your customers ever notice any issues.