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The Test Tribe 9th Toronto Meetup – Breaking Down Automation Frameworks: Building Blocks for Better Testing

Strong frameworks build strong quality foundations.
Join us at The Test Tribe’s 9th Toronto Meetup for an insightful session led by Twinkle Joshi, where we’ll break down what truly makes an automation framework effective, scalable, and adaptable. This talk will explore how well-designed frameworks enable faster feedback, improved reliability, and smarter collaboration between teams—turning automation into a sustainable pillar of quality.

Event Details

Session: Breaking Down Automation Frameworks: Building Blocks for Better Testing
Speaker: Twinkle Joshi

Session Overview:
Behind every great test automation effort lies a great framework. But as teams scale, integrate CI/CD, and adopt AI-driven tools, frameworks must evolve too. In this session, Twinkle Joshi will unpack the essential components of robust automation frameworks—from architecture and design principles to maintainability, reporting, and intelligent test generation.

Attendees will gain a practical understanding of how to build frameworks that don’t just automate tests, but actively accelerate learning, collaboration, and quality outcomes across engineering teams.

Key Takeaways

  • Core design principles of modern automation frameworks
  • How to align framework design with CI/CD and agile delivery
  • Using AI-assisted automation to expand coverage and efficiency
  • Strategies for maintainability, scalability, and long-term ROI
  • Lessons from building automation frameworks across diverse tech stacks

About the Speaker
Twinkle Joshi brings over a decade of expertise in test automation, quality engineering, and agile product leadership. She has built automation frameworks from the ground up, embedded testing seamlessly into CI/CD pipelines, and championed reliable, scalable releases that balance speed with quality.

A strong advocate of AI-assisted test generation, Twinkle explores how intelligent automation can expand coverage and accelerate delivery. Her experience spans full-stack development, microservices, and frontend performance, giving her a unique perspective on designing automation frameworks for versatility and impact.

Beyond engineering, Twinkle is an IEEE Senior Member, published researcher, and hackathon judge. She is passionate about mentorship, community building, and shaping the future of testing through innovation and collaboration.

Why You Should Attend

  • Learn how to architect automation frameworks that scale
  • Discover how AI can enhance your testing strategies
  • Connect with fellow QA professionals and automation experts in Toronto
  • Gain practical insights you can apply to your next release cycle

About The Test Tribe
The Test Tribe is the world’s largest software testing community, empowering testers globally since 2018. With 400+ events and 120K+ members across 130+ countries, we bring software testers together to learn, grow, and connect through expert-led courses, membership programs, cohorts, and community events.
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