Swapnil Biswas is a Community Contributor and Product Marketing Manager at TestMu AI, leading product marketing for KaneAI and HyperExecute while orchestrating GTM campaigns and product launches. With 5+ years of experience in product marketing and growth strategy, he specializes in AI, SEO, and content marketing. Certified in Selenium, Cypress, Playwright, Appium, KaneAI, and Automation Testing, Swapnil brings hands-on expertise across web and mobile automation.
He has authored 20+ technical blogs and 10+ high-ranking articles on CI/CD, API testing, and defect management, enabling 70K+ testers to improve automation maturity. His work earned him multiple awards, including Top Performer, Value of Agility, and Wall of Fame. Swapnil holds a PG Certificate in Digital Marketing & Growth Strategy from IIM Visakhapatnam and a BBA in Marketing from Amity University.
Published Articles: 17
Articles by Author
![What Is Agentic RAG? Working, Architecture, and How to Test It [2026] | TestMu AI (Formerly LambdaTest)](https://assets.testmuai.com/resources/images/meta/agentic-rag.webp)
Automation
What Is Agentic RAG? Working, Architecture, and How to Test It [2026] | TestMu AI (Formerly LambdaTest)Agentic RAG adds autonomous AI agents to retrieval-augmented generation so it can plan, retrieve, and self-correct. Learn how it works and how to evaluate it.
July 17, 2026
Interview Questions
Top 100+ Appium Interview Questions and AnswersAce your Appium interviews with 100+ Appium interview questions and answers, and boost your mobile testing knowledge and Appium expertise.
July 28, 2026
Interview Questions
100+ BDD Interview Questions: Ultimate BDD Interview Question GuideGet ready for your BDD interview with 100+ BDD interview questions. Boost your confidence and impress your interviewer with this comprehensive guide covering principles & techniques
January 11, 2026
Automation
Defect Management Tutorial: A Comprehensive Guide With Examples And Best PracticesIn this Defect management tutorial, learn all the fundamentals of the Defect management process, its importance, phases, and much more
July 17, 2026
![Top 50+ Flutter Test Cases [Flutter Testing Test Case Template]](https://assets.testmuai.com/resources/images/meta/snowflake-testing-test-case-templates.png)
Software Testing
Top 50+ Flutter Test Cases [Flutter Testing Test Case Template]Discover the top 50+ essential Flutter test cases to ensure your mobile applications are bug free prior to their release. Download our comprehensive template now!
January 6, 2026
Software Testing
What is GUI Testing? Types, Test Cases & Examples | TestMu AI (Formerly LambdaTest)GUI testing verifies that an app's buttons, forms, and layouts work and look correct. Learn GUI testing types, locator strategies, and real test case examples.
July 7, 2026
![Smoke Testing: Definition, Examples & Checklist [2026]](https://assets.testmuai.com/resources/images/meta/what-is-smoke-testing.webp)
![MCP vs CLI: Key Differences for AI Agents [2026] | TestMu AI (Formerly LambdaTest)](https://assets.testmuai.com/resources/images/meta/mcp-vs-cli.webp)
