In my last post, we spoke about the challenges we’ve faced running Selenium automation on Azure Pipelines with on-premises agents. The issues were clear: slower test runs, performance drops, scaling limits, and the hidden costs of maintenance. But as architects, we don’t just stop at identifying problems—we look for solutions. In this post, I …
Solutions and Strategies for Selenium Automation on Azure Pipelines Read More »
In today’s digital-first world, we constantly hear the terms data and information. While they may sound similar, they are not the same. For anyone stepping into the field of data science, it’s important to understand this distinction clearly. Data is the raw material, whereas information is the refined outcome. Let’s break it down step …
Data vs Information: 5 Real-World Examples for Data Science Beginners Read More »
Web tables are everywhere—from dashboards and reports to admin panels and user listings. But for automation testers, web tables can be a total headache—especially when dealing with dynamic content, unpredictable row counts, or tricky filters. In this guide, we’re going to break down exactly how to handle dynamic web tables using Selenium, including how …
Managing Web Tables in Selenium: Dynamic Rows, Columns & Filters Like a Pro Read More »
As a tester, I’ve learned that conversations with experienced engineers often reveal the true complexities of automation. Recently, I had the opportunity to listen to two senior engineers discuss their ongoing struggles with API automation. What struck me most wasn’t just the technical details but the real-world challenges they face every day in …
Challenges in API Automation: Insights from a Real Conversation Read More »
In today’s data-driven world, dashboards have become the central nervous system of decision-making. Executives rely on them to allocate budgets, product managers use them to track feature adoption, and operations teams use them to detect anomalies before they become disasters. But a dashboard’s value is only as strong as its integrity. A beautiful graph …
Beyond Pretty Charts: Ensuring Data Accuracy in Your Dashboard Graphs Read More »
In the world of software development, testing is a vital phase to ensure the quality and functionality of the product. However, testing can often be riddled with challenges that can delay the release process or even result in software defects reaching production. Let’s explore the 20 most common software testing problems and the proven solutions …
20 Common Software Testing Problems and Proven Solutions to Overcome Them Read More »
As teams scale their automation efforts, keeping tests organized becomes just as important as writing them. With Playwright, developers and testers get a modern framework that supports powerful browser automation across Chrome, Firefox, Safari, and Edge. But if your test scripts are messy or unstructured, even the best framework can become hard to maintain. …
7 Simple Tips to Organize Playwright Tests for Faster Automation Read More »
In modern software development, testing is no longer confined to local environments or isolated QA teams. With the growing demand for rapid releases, ensuring quality across staging and production environments has become critical. One of the most reliable frameworks to achieve this is Playwright automation, which enables cross-browser, end-to-end testing with remarkable accuracy. But …
Staging vs Production Testing with Playwright: Best Practices Read More »
Flaky tests are QA’s worst nightmare—wasting time, causing false failures, and slowing releases. TestNG’s retry mechanism offers a smart way to stabilize pipelines. In the evolving world of automation testing, reliability is not an optional feature—it’s the very foundation of a productive QA pipeline. When tests fail due to inconsistent behavior, slow-loading pages, or …
Retry Mechanism in TestNG: Fix Flaky Tests & Boost CI/CD Reliability Read More »
The IT industry has always been a symbol of growth, innovation, and global career opportunities. However, in recent years, the trend of layoffs has shaken the confidence of many professionals. From freshers to experienced engineers, no one is entirely immune. Layoffs in IT are often triggered by business realignment, cost-cutting measures, or shifts in …
