Lenses can now help you to work with data streams on one screen, regardless of how you select your streaming data architecture. This is how we see autonomy in data streaming.

In this episode, Sanjiva and Asanka explore the power of first-principle thinking and why it’s a must-have approach for architects. They break down how this method helps tackle complex problems by focusing on fundamental truths rather than relying on assumptions or best practices. From root cause analysis to iterative refinement, they discuss how architects can apply first principles to design innovative and scalable solutions. Tune in to rethink your approach and elevate your architectural decision-making!

Step into the future of AI with Snowflake and Hevo—where innovation meets reliability. Join us for an exclusive webinar to explore how Snowflake's cloud-native platform is empowering organizations to build reliable, scalable AI models. With cutting-edge advancements like Cortex AI and RAG, Snowflake sets the foundation for AI-driven transformations across industries. Discover how to harness these powerful capabilities to develop of Snowflake that delivers faster, more accurate results for your data-driven projects.

Reality check: no team can achieve total bug prevention. But that doesn’t mean failure—it means balancing effort with impact. Instead of aiming for perfection, focus on identifying the most critical errors and creating test cases that catch the ones that truly matter. This approach helps teams save time, resources, and frustration while still maintaining high-quality releases. Perfection in bug prevention isn’t realistic, but smart prioritization is.