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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

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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

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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

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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

Software Code Testing Tools_ A Concise Guide

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An Essential Guide on Software Code Testing Tools

As the IT industry experienced a meteoric growth, the need for software products of various kinds is increasing apace. Both organizations and individual users who utilize such solutions for multiple purposes expect them to be fast, efficient, and bug-free. To meet these requirements, QA engineers subject software to various checks, among which code testing conducted […]

Mykhailo Poliarush

Dec 15, 25

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Software Testing Strategies: Types, Elements, and Best Practices

Any software development life cycle contains a QA procedure as a non-negotiable element called to ensure that the software meets all technical and business requirements. The QA routine includes a range of testing methods (regression testing, security testing, acceptance testing, performance testing, stress testing, load testing, and more) leveraged by the testing team to check […]

Mykhailo Poliarush

Dec 10, 25

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