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!

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.