Vibe Coding: How to Test AI-Generated Code Before It Reaches Production
Vibe coding is the practice of describing what you want in plain language and letting an AI assistant generate the code. Tools like Cursor, Replit, GitHub Copilot, and Google AI Studio brought this coding approach to millions of developers in 2025. It makes building software dramatically faster, but it creates a new problem: how do […]
AI for Quality Assurance: Automating Modern Testing Workflows
QA teams are drowning in repetitive work: writing test cases from scratch, maintaining outdated test suites, hunting for coverage gaps across hundreds of features. AI in quality assurance shifts where your time goes. Instead of generating boilerplate test cases manually, QA engineers spend their hours reviewing what AI drafts, catching edge cases the model missed, […]
LLM Testing Frameworks: Top Tools & Evaluation Strategies
Testing LLM applications differs from traditional software testing in fundamental ways. A chatbot built on large language models produces different outputs for identical inputs. Regression tests that worked yesterday fail today without code changes. QA teams trained on deterministic systems struggle with non-deterministic AI responses. Gartner reports 85% of GenAI projects fail due to inadequate […]
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 […]
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 […]
AI Test Management Solutions vs. ChatGPT: What’s Better for QA Documentation Analysis?
Let’s be real: software testing can be exhausting. While running automated suites is easy, the prep work—analyzing requirements, brainstorming scenarios, and writing test cases—drains hours of engineering time. While general AI tools like ChatGPT help with ad-hoc prompts, modern QA teams increasingly rely on specialized ai test management solutions to bridge the gap between requirements […]
Test Case Review Checklist: How to Ensure Clarity and Consistency in QA
If someone asked me to name the three whales holding up the world of software testing, one of them would definitely be the test case, the foundation stone of all testing documentation 🐳
Vibe Coding and Testing: 8 Best AI Tools for Automation in 2026
The coding club has always been a secret one. Functions and methods had to be memorized, lint rules needed to be mastered, boilerplate had to be written, developer memes needed to be deciphered, and a million sorts of videos needed to be watched only to start with. The entry barrier was such that millions of […]
AI Prompt Testing Methods: How to Build Reliable QA Workflows
In our previous article on the topic “ChatGPT vs. AI Test Management Platforms”, we explored the fundamental differences between using general-purpose AI assistants like ChatGPT versus AI-native QA management systems like Testomat.io. While LLMs offer remarkable flexibility, they often fall short when applied to structured, domain-heavy use cases like software testing. A key challenge we […]
ChatGPT vs. AI Test Management Platforms: What’s Better for QA Documentation Analysis?
Modern software quality assurance (QA) processes demand speed, accuracy, and consistency. With the introduction of generative AI technologies such as ChatGPT, the potential for automating and enhancing QA tasks has grown exponentially. However, while ChatGPT and similar AI assistants offer general-purpose intelligence, specialized test management systems provide domain-specific solutions with deeply integrated AI workflows.