I’m Mansi Kulkarni, a QA Engineer / SDET with 4+ years in fast-paced startups. I build scalable test automation, break systems early, and write about real-world QA, DevOps, and AI-driven testing. M.Tech – Software Engineering & Product Management (BITS Pilani, WILP)
• QA / SDET Roles • Automation Framework Design • API & UI Test Automation • Performance Testing & Analysis • Test Strategy & Quality Consulting • Freelance / Contract QA Projects • Technical Writing (QA, Testing, Automation) • Mentorship for QA & Automation Beginners
Jan 17 · 4 min read · The role of a QA Engineer has evolved dramatically. Gone are the days when testing meant only manual test cases and bug tracking. Today’s QA / SDET (Software Development Engineer in Test) is expected to code, automate, integrate AI, work with CI/CD p...
Join discussionJan 17 · 3 min read · Agentic AI is no longer experimental. It’s already changing how developers, researchers, and operators work—by executing tasks, not just answering questions. If chatbots boosted productivity by 10%, agentic tools are pushing order-of-magnitude gains ...
Join discussionJan 17 · 3 min read · Chatbots are the UI layer of AI. Agentic AI is the operating system. While most AI systems today are reactive—responding to prompts—agentic AI systems act with intent. They plan, reason, execute tasks, adapt to feedback, and operate autonomously acro...
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