agile AI testing automation testing insights jira testing theory

Software Testing Trends in 2026: The Ultimate Guide to Modern QA Excellence

The software testing industry has witnessed more transformation in the past few years than in the previous decade combined. Remember when “automation” meant recording macros in Excel and teams debated whether Selenium was worth the learning curve? Those days feel like ancient history now that AI-driven testing tools can generate comprehensive test scenarios faster than […]

Mykhailo Poliarush

Jan 09, 26

testing tool UAT testing

The 13 Best UAT Testing Tools in 2026: Complete Guide to User Acceptance Testing

User Acceptance Testing (UAT) is the final phase of software testing where actual users validate whether a system meets business requirements and is ready for production deployment. Unlike technical testing performed by QA engineers, UAT involves end-users, business stakeholders, or clients who verify that the software works as expected in real-world scenarios.

Michael Bodnarchuk

Jan 05, 26

AI AI testing automation testing test management

Test Case Generation Using LLMs: How AI Is Transforming Software Testing

According to different estimates, the global number of software testers doesn’t exceed 9 million. Given the meteoric spike in the production of all kinds of IT products and the respective quantity of software tests to be conducted, QA teams can’t get them covered, no matter how hard they try. The only way to ensure a […]

Vitaliy Mikhailyuk

Dec 30, 25

api testing

API Automation Testing Tool: Streamlining Modern QA Workflows

Every modern app depends on APIs – and every release depends on how well you test them. As software architecture evolves toward microservices and cloud-native applications, APIs have become the invisible threads connecting everything from mobile apps to enterprise systems. API automation testing is the practice of using automated scripts and tools to validate API […]

Mykhailo Poliarush

Dec 29, 25

insights testing tool testing types

Functional Testing Tool: Ensuring Product Reliability with Automation

Features may ship fast, but without functional testing, they don’t always work as intended. Teams push updates daily, sometimes hourly. But here’s the uncomfortable truth: faster releases don’t automatically mean better quality. A feature that looks perfect in development can fail spectacularly in production if it hasn’t been properly tested. This is where functional testing […]

Mykhailo Poliarush

Dec 26, 25

AI testing MCP test management

Python MCP Server Guide

The current practice of using external data and tools for AI model testing and development brings substantial benefits, but the need for custom system connections leads to major problems with system expansion capabilities. Thanks to the Model Context Protocol (MCP), you can establish a standardized client-server framework to enable LLMs to connect with external systems […]

Michael Bodnarchuk

Dec 26, 25

DevOps test management

Continuous Testing in DevOps

The implementation of Agile and DevOps introduces the need for a fast delivery that traditional testing methods fail to meet. To fulfill this need, Continuous Testing (CT) can be utilized in modern pipelines because of its ability to perform automated quality checks at every stage of software delivery. With the shift-left validation approach of CT, […]

Michael Bodnarchuk

Dec 25, 25

AI AI testing automation testing insights

ChatGPT for Test Case Generation: Your AI Testing Sidekick in 2026

Let’s be real, software testing can be exhausting. You spend hours analyzing requirements, brainstorming test scenarios, writing detailed test cases, and then finally getting to the fun part: actually running the tests. But here’s the thing: while clicking buttons is easy, everything that comes before it? That’s where the real time-sink happens.

Vitaliy Mikhailyuk

Dec 22, 25