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Forum | Internal Medicine Board Review Questions | Knowmedge 2025-10-09T12:25:19+00:00 http://knowmedge.com/forum/feed.php?f=22&t=17715 2025-10-09T12:25:19+00:00 2025-10-09T12:25:19+00:00 http://knowmedge.com/forum/viewtopic.php?t=17715&p=41758#p41758 <![CDATA[How Unit Testing Fits into Agile and CI/CD Workflows]]>
In Agile teams, plays a vital role during each sprint. Developers don’t wait until the end to test — they write tests alongside their code. This shift-left approach catches bugs early, saving time and preventing issues from snowballing later in the cycle. When new features are introduced or existing ones modified, a robust suite of unit tests provides instant feedback, letting developers know immediately if something breaks. That kind of confidence is essential in an Agile setup where speed and quality must coexist.

In CI/CD pipelines, unit testing ensures that every commit automatically undergoes validation before integration or deployment. The pipeline runs the tests continuously, guaranteeing that only stable and tested code moves forward. This not only enhances reliability but also promotes a culture of accountability — developers know their code won’t pass through without meeting defined quality checks.

Modern tools are taking unit testing a step further by adding automation and AI. For example, platforms like Keploy help developers generate test cases automatically from real-world API traffic. This makes maintaining unit and integration tests much easier while reducing manual effort.

Ultimately, unit testing is the glue that holds Agile and CI/CD together — it turns rapid releases into reliable ones. Teams that embrace testing as part of their culture don’t just deliver faster; they deliver better. In an ecosystem where continuous improvement is everything, unit testing isn’t just a best practice — it’s a necessity.

Statistics: Posted by Carl Max — Thu Oct 09, 2025 12:25 pm


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