Tag: keploy
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Flaky Test Guide (2026): Causes, Examples, and Fixes
In modern software development, fast and reliable automated testing is essential for maintaining high-quality applications and efficient CI/CD pipelines. However, one of the biggest challenges teams face is dealing with flaky tests —tests that pass or fail inconsistently even when the application code hasn’t changed. These unpredictable failures create confusion, slow down deployments, waste engineering…
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Ad Hoc Testing: A Quick Guide to Finding Hidden Bugs
Most software testing tends to follow a defined plan, with test cases listed in written form. However, sometimes the quickest way to find bugs is to use the application without any scripts in front of you, basically like a real user would do. This is the essence of Ad Hoc Testing. Ad Hoc Testing is…
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Regression Testing: Techniques, Tools & Best Practices (2026)
Every stable release depends on one thing holding: that what worked before still works after the change. It differs from smoke testing in depth: smoke checks only critical paths, while regression validates broadly across affected areas. At the API layer, Keploy captures real traffic and converts it into test cases automatically, removing the manual scripting…
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What is Component Testing?
Component testing verifies that an individual software component or module works correctly in isolation, independent of the rest of the system. Sitting between unit and integration testing, it validates a component’s full functionality through its interfaces, often using stubs or mocks to stand in for dependencies not yet available. Constructing software is like creating a…
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Microservices Testing Guide (2026): Types, Strategies, and Best Practices
API testing for microservices is one of the most important parts of ensuring distributed applications work reliably. If you’re wondering how to test microservices, you need more than unit tests—you need API testing, integration testing, contract testing, and end-to-end validation. In this guide, you’ll learn a practical step-by-step approach to testing microservices and see how…
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Python Switch Case: How to Implement Switch Statements in Python
Have you ever wished Python had a native switch-case statement like C or Java? It would make conditional logic so much easier to read, especially when you have more than 3 conditions to handle. While Python doesn’t offer a built-in switch-case structure, the good news is that there are clean and Pythonic ways to achieve…
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Getting Started with Alpha Testing : Definition, Process, and Key Benefits
What’s the difference between a software launch that builds customer confidence and one that becomes a costly disaster? Often, it comes down to how thoroughly the product was tested internally before anyone outside the company ever saw it. he irony is that alpha testing is often the most cost-effective phase for catching serious issues, yet…
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What Does Enumerate Mean in Python
When you use loops in Python, there are a lot of times when you don’t just want the item from a list, you also want to know where that item is in the list. For example, going through a list of names and needing to show their position, like “1. Alice”, “2. Bob”, and so…
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Getting started with Selenium IDE
In modern web development, speed and reliability are combined you can deploy features quickly, but without proper testing, bugs might pass through and strike real users. That is where tools like Selenium IDE fit in – they enable you to automate browser interactions without writing a single line of code. Key Takeaway: Selenium IDE is…
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Introduction to Gitlab Python API
Doing things manually on GitLab is okay, but it can get repetitive and time-consuming. That’s where the GitLab Python API comes to the rescue! With it, you can automate tasks like creating projects, branches, or merge requests using just a few lines of Python code. It’s incredibly handy for DevOps, scripting, or personal projects! In…