RAG in Quality Engineering: Ship Faster, Test Smarter | Janani Balasubramanian
How can Retrieval-Augmented Generation (RAG) help Quality Engineering teams ship faster and test smarter?
In this TTTribeCast session, Janani Balasubramanian explores the practical applications of RAG in Quality Engineering and how teams can use organizational knowledge, testing data, and engineering context to improve the way they design, prioritize, and execute testing.
In this session, you’ll learn how RAG can enable smarter test scenario and test case generation, risk-based testing by analyzing changes and historical defects, more targeted regression testing, data-driven release readiness decisions, and effective reuse of organizational knowledge such as past defects, test strategies, and root-cause analysis. The session also explores how RAG can help move Quality Engineering beyond reactive testing toward a more context-aware, predictive, and insight-driven approach.
About Janani Balasubramanian:
Janani is a seasoned quality engineering manager with extensive experience across leading test automation and AI-driven transformations across quality engineering.
Connect with her on linkedin: https://www.linkedin.com/in/janani-ai-quality/
A big shoutout to our sponsors – BrowserStack for all their support in helping do these events at such a scale.
About The Test Tribe:
The Test Tribe is the World’s Largest Software Testing Community turned EdTech Startup. Started in 2018 with a mission to give Testing Craft the glory it deserves while we co-create Smarter, prouder, and more confident Testers. We take pride in solving upskilling and growth for global Testing professionals through our unique offerings like Expert Courses, Membership, Cohorts, Offline Mixers, online Community spaces, and a lot of global Events. Our offerings enable Software Testers globally to collaborate, learn, and grow together. With around 950+ Software Testing Events like Conferences, Hackathons, Meetups, Webinars, etc., and with other Community initiatives, we have reached a global footprint of over 173K+ Testers from 130+ Countries. We intend to provide life-altering growth to every single Testing professional on the planet through community and technology.