Blogs
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What is a Flaky Test? Identify, Fix, and Prevent
- Mar 28, 2025
Flaky tests show inconsistent results across runs. They create unreliable outcomes, hurting test accuracy. These tests may report false positives or negatives. False negatives flag non-existent defects, wasting time.

How to Test Generative AI Applications like ChatGPT?
- Mar 27, 2025
Generative AI applications such as ChatGPT excel at making conversations, creating jokes, writing texts, and providing programming assistance, but how do we make sure they’re smart, safe, and fair?

How to Leverage Playwright MCP for Smarter QA Automation: A Complete Guide
- Mar 26, 2025
In the rapidly evolving landscape of software development, QA teams never stop searching for means to optimize testing efficiency without losing precision. Playwright Model Context Protocol (MCP) has a new paradigm that is revolutionizing automated testing.

Key Benefits of Cypress Automation for DevOps Business
- Mar 18, 2025
Have you ever tried to ship a software update smoothly but suddenly encountered a few bugs that slowed down your entire DevOps cycle? Forgetting about these small issues can quickly turn them into big problems— time, money, and user trust. Software teams need fast, reliable testing, and manual methods can be inadequate. That’s why test automation has become a necessity, especially in high-velocity DevOps settings. Cypress automation provides a simple, valid way to catch problems before they get out of hand. In this blog, we’re going to cover why Cypress automation is important, how it integrates so well with DevOps practices, and how it can help your team ship software more quickly and with less struggle.

What are the Best Metrics for Measuring Test Efficiency?
- Feb 21, 2025
Software teams are continually being pushed to release faster without breaking things—but speed is irrelevant if you sacrifice quality. The real challenge? Getting your QA process to detect defects early without bursting budgets and testing cycles. That's where test efficiency comes in.

Data-testid Attribute for Automation Testing: Why it is Important?
- Feb 20, 2025
Ever written an automated test, only to have it fail the following day because the 'Submit' button changed its class name? Frustrating, I'm sure. Why are UI tests so flaky and why are selectors so flaky? Testers use CSS classes or IDs. Every time they see them, the class or ID changes every time the developers build the code. It makes automation brittle and long to update, especially due to the deep nesting and dynamic DOM elements.