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AI testing testing guides

Autonomous Software Testing: Tools, AI Models & Guide 2026

Most test automation still requires a human to write every script, maintain every selector, and decide what gets tested. Autonomous testing refers to something different: software testing where AI handles the generation, execution, and analysis of tests without step-by-step human instruction. That’s a meaningful distinction. Traditional test automation automates the execution of tests a human […]

Mykhailo Poliarush

Apr 21, 26

automation testing Insights saas testing testing guides

SaaS Application Testing Strategy: 2026 Practical Guide

The majority of testing strategies used in SaaS applications are unsuccessful due to the teams using old software testing methods to cloud products. SaaS is deployed in batches numerous times per day, has thousands of tenants at once, and is required to have a 99.9% uptime globally. Conventional testing fails in such circumstances. There is […]

Tetiana Khomenko

Mar 06, 26

Testing with Testomat.io & Playwright Agents

AI testing Insights test management testing guides

From Manual QA to QA Automation Engineer: A 2026 Guide with Playwright & AI

There’s a particular kind of frustration that lives in the gap between knowing what to test and knowing how to automate it. You’ve written the steps. You understand the logic. You know exactly what the button should do when clicked. But the moment someone mentions TypeScript, page objects, or async/await, the mountain starts looking very […]

Vitaliy Mikhailyuk

Feb 27, 26

testing guides testing theory

Test Suite Meaning and Organization in Software Testing

Modern software development needs timely feedback, stable releases, and a well-organized QA process. But without a defined structure, tests can soon become messy and hard to handle. As projects scale, teams typically have trouble with tests that are spread out, run slowly, and don’t give them a clear picture of what is actually being tested.

Tetiana Khomenko

Feb 23, 26

test management testing guides

Test Management Best Practices and Tools for 2026: The Complete Guide

Managing software tests shouldn’t require a PhD. Yet many teams struggle with basic questions: Which features have been tested? Are we ready to ship? Why did that bug slip through when we supposedly had test coverage? The problem isn’t usually a lack of testing. Teams often have plenty of test cases. The issue is organization, […]

Mykhailo Poliarush

Jan 20, 26

agile Insights jira review testing guides

Test Management in Jira: Advanced Techniques with Testomat.io

Your Jira instance contains the pulse of your project – all user stories, bug reports and feature requests reside there. However, most teams stall when it comes to test management. Native Jira testing is awkward. Third-party solutions either oversimplify or overcomplicate. Your QA teams are left to balance and multitask many tools, miss context and […]

Mykhailo Poliarush

Sep 04, 25

playwright test automation testing guides

Playwright MCP: Modern Test Automation from Zero to Hero

Automated testing is now key to making sure web applications work correctly across different browsers. But it is more than just writing and running scripts automatically. It’s about using smart AI-based systems.

Olga Sheremeta

Aug 06, 25

bdd playwright test automation testing guides

Pytest-BDD Tutorial: Behavior-Driven Development in Python

If you want your IT projects to grow, your technical teams and stakeholders without tech backgrounds do not suffer from misunderstandings during

Olga Sheremeta

Jun 03, 25