Over the past year, I’ve been exploring how AI can assist in test automation. After working with various LLM-powered assistants and code-generation tools, I recently built a complete Selenium framework using the Model Context Protocol (MCP). In this post, I’ll share my technical insights, what worked, and what challenges I faced. Context: Where AI-Assisted Testing […]
The other day, my client asked for something that sounded simple at first – he wanted an alert in his inbox whenever the date changed on a specific website. And, of course, the first thought that came to my mind was: “Yes, that’s doable with Python!” Because that’s what I have always done in my […]
Introduction In this blog, we will explore how to integrate an open-source MCP server with Amazon Q and unlock its enhanced capabilities, creating seamless architecture diagrams generation. Take a look at this architectural diagram below – Isn’t it amazing? You will be surprised to know it was not created manually by draw.io or any other […]
Introduction Copilot is an AI-driven conversational assistant that enhances developer productivity by delivering contextual support, automating repetitive actions, and offering data insights within workflows. It also provides documentation assistance directly within supported code editors such as VS Code, Android Studio, JetBrains, and Neovim. How GitHub Copilot Works Internally GitHub Copilot is designed to act as an AI-powered coding assistant that […]
Introduction IT teams are constantly confronted with it-itself an indicator of bigger problems: manual incident resolution, repetitive provisioning, rising cloud costs, and compliance needs. Traditional solutions involve custom scripts, cron jobs, or expensive third-party tools. What if you could automate all of it, smartly, in one location? Welcome to n8n: an open-source, AI-powered workflow automation […]
Introduction Generative AI (Gen AI) is changing the software testing world. As technology development accelerates towards its peak and the software are getting more complex, traditional testing methods struggle to keep up. From the repetitive manual tasks, to to endless regression cycles. That’s where Gen AI has been a game-changer. It uplifts QA professionals in […]
Artificial Intelligence has managed to move from research labs to boardroom conversations. Today, every technology leader is under pressure to “do AI.” Customers want personalized experiences, competitors are embedding AI into their offerings, and investors expect a clear AI strategy in every roadmap. But here’s the hard truth: the majority of AI projects fail to […]
Introduction: As software development teams start exploring Generative AI and Large Language Models (LLMs) for test and development work, resulting productivity boosts have generated quite a bit of excitement. From authoring unit tests to code diff summarization and supporting exploratory test work, LLMs are becoming useful assets for the QA toolbox. This new technology comes […]
Each day, it seems like a new headline pops up announcing the potential of AI technology and how it is systematically taking over jobs. As a project manager, I cannot help but ask myself the same question. Am I going to be replaced by this tech in the near future? The answer to that is […]
