awesome-kubernetes/v2-docs/qa.md

# QA/TestOps - Continuous Testing. Software Quality Test Automation

!!! info "Architectural Context"
    Detailed reference for QA/TestOps - Continuous Testing. Software Quality Test Automation in the context of Platform & Site Reliability.

## Standard Reference

  - [Awesome Software Quality](https://github.com/ligurio/sqa-wiki) <span class='md-tag md-tag--info'>⭐ 2311</span>  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [lambdatest.com: TestNG vs JUnit : Which testing framework should you choose?](https://www.testmuai.com/blog/testng-vs-junit-which-testing-framework-should-you-choose)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [lambdatest.com: Top Automation Testing Trends To Look Out In 2021](https://www.testmuai.com/blog/best-test-automation-trends)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [meetup.com: A single open-source security scanner for most languages on Jenkins](https://www.meetup.com/es-es/jenkins-online-meetup/events/276135789)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [testcontainers.org](https://testcontainers.com)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — - [thenewstack.io: Testcontainers Integration Library Gets Commercial Backing with AtomicJar](https://thenewstack.io/testcontainers-integration-library-gets-commercial-backing-with-atomicjar)
    - [spinscale.de: Using Testcontainers To Test Elasticsearch Plugins](https://spinscale.de/posts/2021-08-25-using-testcontainers-to-test-elasticsearch-plugins.html)
    - [testcontainers-spring-boot 🌟](https://github.com/PlaytikaOSS/testcontainers-spring-boot) Container auto-configurations for spring-boot based integration tests. If you use Testcontainers with Spring Boot you may be interested in the Playtika_Ltd Testcontainers library that provides auto-configurations for springboot based integration tests. It contains modules e.g. for kafka rabbitmq mongodb
    - [atomicjar.com: Announcing Testcontainers Cloud: Integration Testing has never been easier](https://www.atomicjar.com/2021/11/announcing-testcontainers-cloud) Ever wished for integration tests to be faster, easier, and more efficient? Wish no more! We're happy to announce Testcontainers Cloud - a lightweight, fast, and secure integration testing platform for everyone.
    - [vladmihalcea.com: Testcontainers Database Integration Testing](https://vladmihalcea.com/testcontainers-database-integration-testing)
    - [thenewstack.io: How Testcontainers Is Demonstrating Value as a Key CI Tool](https://thenewstack.io/how-testcontainers-is-demonstrating-value-as-a-key-ci-tool) Testcontainers is a library originally written in Java that helps developers run module-specific Docker containers while the app is being built in order to simplify integration testing.
  - [Metabob](https://metabob.com)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [testcontainers-spring-boot 🌟](https://github.com/PlaytikaOSS/testcontainers-spring-boot) <span class='md-tag md-tag--info'>⭐ 877</span>  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [Awesome Test Automation](https://github.com/atinfo/awesome-test-automation)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [softwaretestguideforu.com: What is system testing? How to perform system' testing?](https://www.softwaretestguideforu.com/2020/06/what-is-system-testinghow-to-perform.html)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [linkedin.com/pulse: Importance of API Automation Testing 🌟](https://www.linkedin.com/pulse/importance-api-automation-testing-manish-saini)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [thenewstack.io: Optimizing App Performance in a Multicloud Stack](https://thenewstack.io/optimizing-app-performance-in-a-multicloud-stack)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [botplayautomation.com: Automation Testing Implementation Guide](https://www.botplayautomation.com/post/what-is-automation-testing-the-need-for-automation-testing-automation-testing-implementation-guide)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [botplayautomation.com: Types of Software Testing](https://www.botplayautomation.com/post/types-of-software-testing)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [botplayautomation.com: Automation & Manual Testing Best Practices](https://www.botplayautomation.com/post/best-practices-to-follow-in-software-testing-manual-and-automation-testing)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [botplayautomation.com: How to write a Software Test Plan?](https://www.botplayautomation.com/post/how-to-write-a-test-plan)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [blog.thundra.io: 4 Software Testing Roles](https://blog.thundra.io/4-software-testing-roles)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [botplayautomation.com: Common mistakes test teams make in automation testing' and how to fix them](https://www.botplayautomation.com/post/common-mistakes-test-teams-make-in-automation-testing-and-how-to-fix-them)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [botplayautomation.com: Automation Test Plan](https://www.botplayautomation.com/post/automation-test-plan)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [devops.com: Continuous Testing Practices (Part 1) 🌟](https://devops.com/continuous-testing-practices-part-1)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [boozangfromthetrenches.com: Root Cause Analysis in Test Automation](https://boozangfromthetrenches.com/root-cause-analysis-in-test-automation/9)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [copyconstruct.medium.com: Testing in Production, the safe way 🌟🌟🌟](https://copyconstruct.medium.com/testing-in-production-the-safe-way-18ca102d0ef1)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [blog.thundra.io: How to Fix Your Failing End-to-End Tests?](https://blog.thundra.io/how-to-fix-your-failing-end-to-end-tests)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [itnext.io: Software Development Is Misunderstood 🌟](https://itnext.io/software-development-is-misunderstood-quality-is-fastest-way-to-get-code-into-production-f1f5a0792c69)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [dzone: Checklist for API Verification 🌟](https://dzone.com/articles/checklist-for-api-verification)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [thenewstack.io: 7 Benefits of Testing in Isolation](https://thenewstack.io/7-benefits-of-testing-in-isolation)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [dzone: We Are Testing Software Incorrectly and It's Costly](https://dzone.com/articles/we-are-testing-software-incorrectly-and-its-costly)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [thenewstack.io: Error Handling from Backends to the Frontend](https://thenewstack.io/error-handling-from-backends-to-the-frontend)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [betterprogramming.pub: Why We Quit Unit Testing Classes to Focus On a' Behavioral Approach](https://betterprogramming.pub/quit-unit-testing-classes-and-use-a-behavior-oriented-approach-306a667f9a31)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [dev.to: Test-Driven-Development with Django: Unit Testing & Integration' testing with Docker, Flask & Github Actions](https://dev.to/koladev/test-driven-development-with-django-unit-testing-integration-testing-with-docker-flask-github-actions-2047)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [smashingmagazine.com: Testing Pipeline 101 For Frontend Testing](https://www.smashingmagazine.com/2022/02/testing-pipeline-101-frontend-testing)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [infoq.com: Maintaining Software Quality with Microservices](https://www.infoq.com/presentations/microservices-software-quality)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [speakerdeck.com/thockin: Code Review in Kubernetes](https://speakerdeck.com/thockin/code-review-in-kubernetes)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [adequatica.medium.com: Principles of Writing Automated Tests](https://adequatica.medium.com/principles-of-writing-automated-tests-a2b72218264c)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [getxray.app: The top 5 software testing trends of 2022](https://www.getxray.app/blog/the-top-5-software-testing-trends-of-2022)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [linkedin.com: Microservices are testable in isolation 🌟](https://www.linkedin.com/pulse/microservices-testable-isolation-chris-richardson)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [dzone: Testing the Untestable and Other Anti-Patterns](https://dzone.com/articles/testing-the-untestable-and-other-anti-patterns)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [softwaretestingsapiens.com: Roadmap to learn API Testing in Just 30 days](https://www.softwaretestingsapiens.com/roadmap-to-learn-api-testing)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [JUnit](https://junit.org)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [TestNG](https://testng.org)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [Spock Framework](https://spockframework.org)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [testsvision.com: 6 Popular Automation Testing Frameworks & Tools](https://testsvision.com/6-popular-automation-testing-frameworks-tools)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [opensource.com: Perform unit tests using GoogleTest and CTest](https://opensource.com/article/22/1/unit-testing-googletest-ctest)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [launchdarkly.com: Release Testing Explained 🌟](https://launchdarkly.com/blog/get-a-detailed-explanation-of-release-testing-several)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [Chainsaw - The ultimate end to end testing tool for Kubernetes operators](https://github.com/kyverno/chainsaw) <span class='md-tag md-tag--info'>⭐ 569</span>  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [collabnix.com: The Ultimate Docker Tutorial for Automation Testing](https://collabnix.com/the-ultimate-docker-tutorial-for-automation-testing)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [Allure Report 🌟](https://github.com/allure-framework/allure2) <span class='md-tag md-tag--info'>⭐ 5400</span>  <span class='md-tag md-tag--info'>[ENTERPRISE-STABLE]</span>
  - [venturebeat.com: Reflect brings automated no-code web testing to the cloud](https://venturebeat.com/2021/01/22/reflect-brings-automated-no-code-web-testing-to-the-cloud)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [Semgrep](https://semgrep.dev)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [testcontainers 🌟](https://github.com/testcontainers)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [dzone: Top Microservices Testing Tools Testers Should Know About](https://dzone.com/articles/top-microservices-testing-tools-testers-should-kno)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [SystemTap](https://sourceware.org/systemtap)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [auchenberg/volkswagen](https://github.com/auchenberg/volkswagen) <span class='md-tag md-tag--info'>⭐ 15441</span>  <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span>
  - [getxray.app: 7 benefits of using a Test Management App vs. Excel](https://www.getxray.app/blog/7-benefits-of-using-a-test-management-app-vs.-excel)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [google/clusterfuzzlite 🌟](https://github.com/google/clusterfuzzlite) <span class='md-tag md-tag--info'>⭐ 525</span>  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [thenewstack.io: Google Introduces ClusterFuzzLite Security Tool for CI/CD](https://thenewstack.io/google-introduces-clusterfuzzlite-security-tool-for-ci-cd)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [convert.com: Top 10 A/B Testing Tools That Are Good for the Next 5 Years' (Vetted by Features, Privacy, Maturity & Price)](https://www.convert.com/blog/a-b-testing/a-b-testing-tools-2022-beyond)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [circleci.com: Unit testing vs integration testing 🌟](https://circleci.com/blog/unit-testing-vs-integration-testing)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [reviewdog - A code review dog who keeps your codebase healthy.](https://github.com/reviewdog/reviewdog) <span class='md-tag md-tag--info'>⭐ 9315</span>  <span class='md-tag md-tag--info'>[ENTERPRISE-STABLE]</span>
  - [dzone: Component Tests for Spring Cloud Microservices](https://dzone.com/articles/component-tests-for-spring-cloud-microservices)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [CoolerVoid/codecat: CodeCat - Tool to help in static code analysis](https://github.com/CoolerVoid/codecat)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [beellz.hashnode.dev: Continuous Profiling in Kubernetes Using Pyroscope](https://beellz.hashnode.dev/continuous-profiling-in-kubernetes-using-pyroscope)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [devops.com: Best Practices for Application Performance Testing](https://devops.com/best-practices-for-application-performance-testing)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [softwarequickguide.com: What is performance testing and performance testing' tools](https://softwarequickguide.com/what-is-performance-testing-and-performance-testing-tools)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [sonobuoy](https://github.com/vmware-tanzu/sonobuoy) <span class='md-tag md-tag--info'>⭐ 3039</span>  <span class='md-tag md-tag--info'>[ENTERPRISE-STABLE]</span>
  - [kubench](https://github.com/vincentserpoul/kubench)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [botplayautomation.com](https://www.botplayautomation.com)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [botplayautomation.com: Benefits of Codeless (no code) Automation Testing](https://www.botplayautomation.com/post/benefits-of-codeless-automation-testing)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>
  - [Allure 🌟](https://plugins.jenkins.io/allure-jenkins-plugin)  <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span>


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💡 **Explore Related:** [DevOps](./devops.md) | [Project Management Methodology](./project-management-methodology.md) | [Developerportals](./developerportals.md)