Systems | Development | Analytics | API | Testing

How AI & other trends are reshaping QA in 2025

In 2025, QA teams are experiencing real change. Product delivery cycles are becoming shorter, Agile is maturing, and there’s increasing pressure to launch new software quicker and without flaws. There’s also evident talk surrounding AI as the biggest factor for change, and its impact is also increasing. But the truth is AI is just one factor in this story. Other trends - like continuous automation, DevOps integration, and the role of QA - are redefining the way we test and ensure quality.

The Future of AI Monitoring: How to Address a Non-Negotiable, Yet Still Developing, Requirement

Generative AI models are not just tools for producing text, audio or video—they're systems that learn patterns, improvise, and generate unexpected outcomes. When we look at LLMs, we're struck by their capacity to generate surprisingly creative and context-aware results. They can weave coherent narratives, propose novel solutions, mimic human conversation, and even offer nuanced insights across a wide range of topics. While this creativity is their strength, it also introduces variability and risk.

Performance and Stress Testing in Node.js

Performance and stress testing are two popular testing methodologies. They focus on determining how an application behaves under regular and unexpectedly high traffic, respectively. These tests are essential for assessing a system's robustness and scalability, particularly in applications with fluctuating traffic like Node.js backends. In this article, you'll learn about stress and performance testing, why they're important, the best tools available, and how to use them in Node. Let's dive in!

Hidden Risks of Data Leakage in Mobile Apps and How to Prevent Them

In today’s world, almost everyone has a mobile device full of apps. Most commonly, mobile apps serve as essential tools for personal and professional communication. However, the scope of apps goes much further, since many individuals use apps for fitness, healthcare, shopping, entertainment, and so much more. This means that, while your phone and its apps are packed with convenience and efficiency, they also come with one large hidden cost: your personal data.

Top 5 software testing services (and questions to ask before choosing one)

Outsourcing quality assurance (QA) to a high-quality software testing service can be a good way to perform more testing at a low cost while freeing developers from test creation and maintenance. However, through surveys and interviews with numerous engineering leaders, we found that not all software testing services can deliver on these benefits. Many are notoriously slow and struggle to catch obvious bugs in critical user paths.

Unlocking Real-Time Analytics With Confluent Tableflow, Apache Iceberg, and Snowflake

Users of Snowflake and other data lakes and data warehouses need real-time data for artificial intelligence (AI) and analytical workloads—but they struggle to get that data into their lakes and warehouses. In response to this ubiquitous challenge, Confluent developed Tableflow.

How to Grow Your Business with Ansoff Matrix?

Are you ready to take your business to greater heights? Do you dream of expanding your reach, increasing your customer base, and boosting your revenue? If the answer is a resounding ‘yes,’ then you’ve come to the right place. Ansoff Matrix can help you achieve all your business goals. In today’s competitive world, staying stagnant is not an option. Businesses need to constantly evolve, adapt, and innovate to thrive.

Introducing KIP-848: The Next Generation of the Consumer Rebalance Protocol

The consumer group is a cornerstone of Apache Kafka, enabling scalable and fault-tolerant data consumption by allowing multiple consumer instances to share the workload of reading from topic partitions. The consumer rebalance protocol is the mechanism that coordinates which partitions are assigned to which consumers within a group.

How to Find XPath in Selenium? A Complete Guide

This blog provides a quick guide to find and use XPath in Selenium. XPath uses path expressions to navigate through elements, attributes, and select nodes or node-sets. The basic syntax of an XPath expression is: Xpath=//tagname. Make sure that you have installed a Selenium library. If you haven't, you can have a look at Selenium documentation for how-to guides.