AI in Software Testing

Описание: AI in Software Testing | Artificial Intelligence QA | Future of Software Testing
| Self Healing Tests | Generative AI in Testing | AI Testing Tools | QA | Automation with AI

In this video, we explore how Artificial Intelligence is revolutionizing Software Testing. From overcoming the limitations of traditional QA practices to building autonomous, self-healing testing systems, AI is reshaping the future of Quality Assurance. We’ll cover the foundations of QA, the cracks in old testing approaches, and how AI-powered tools, agents, and models bring smarter, faster, and more reliable testing.

By the end of this session, you’ll understand how AI, NLP, and ML prediction models transform QA into an autonomous, intelligent ecosystem—where tests generate themselves, heal on the go, and accelerate software delivery with confidence.

📌 Subtopics Covered

AI in Software Testing – Introduction and scope of AI in modern QA.

What if Testing Could Fix Itself? – The idea of self-healing tests and autonomous QA.

The Foundation of QA – Core principles that every testing approach builds upon.

Software Testing – Why testing remains central to software reliability.

Cracks in the Old Code – Problems with legacy testing methods.

Traditional Testing Woes – Manual effort, high cost, and inefficiency.

AI: Smarter Solution – How AI reduces repetitive tasks and improves accuracy.

How AI Transforms QA – From reactive bug finding to proactive quality assurance.

Inside the AI Toolkit – Popular AI-powered testing tools and frameworks.

AI, NLP, ML & Prediction Models – How predictive analytics and language models enhance QA.

Self-Healing Tests – Tests that adapt and repair themselves when apps change.

Generative AI in Testing
Generate Test Cases automatically.
Create Test Scripts with natural language.
Self-Healing when code changes.

AI Agents in QA

Agent/Platform overview.
GitHub Copilot – AI pair programmer for QA scripting.
Kane AI, DeviAI, MetaGPT – Specialized AI assistants for testing.

The Future is Autonomous – Towards a world where testing is continuous, adaptive, and AI-driven