Category: AI in QE

Why AI Test Generation Fails to Scale: Solving the 40% Accuracy Plateau

Introduction AI test generation is rapidly reshaping how organizations approach software quality. While what once required deep expertise and significant…

With 20 years of expertise, Balaji architects AI-native automation and builds high-performance Centers of Excellence (CoE) from the ground up. He specializes in transforming complex engineering bottlenecks into high-velocity, enterprise-grade workflows.

Balaji Ponnada | Co-Founder & Head of Technology

Implementing AI-Assisted Regression for Rapid Iteration

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AI in Software Testing: Why MCP is the Missing Layer

AI in Software Testing While AI in software testing is already transforming in the areas of generating test cases, analysing…

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Types of AI Agents: Understanding How They Actually Work 

What is an AI agent?  It’s easy to think of an AI agent as just a smarter chatbot, something that takes…

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What Are AI Agents? How They Work and Why They Matter

For a while, it seemed like AI had found a stable pattern. It answers when you ask something. It makes an answer…

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From Outdated Specs to AI-Driven Test Generation: An Insurance Case Study

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