Скачать или смотреть Scale Exposes Edge Cases | Jacqueline Cheong

What breaks first when your table count explodes.

On the Hyperengage Podcast, Jacqueline Cheong, Co-Founder and CEO at Artie, discusses why onboarding enterprise datasets turns Change Data Capture into a real engineering challenge. She breaks down how single-tenant database designs can multiply the scope from a few hundred tables to tens of thousands, why streaming architectures strain under that load, and what it takes to make pipelines reliable at production scale.

The conversation connects technical realities to go-to-market thinking, showing how standardizing repeatable patterns beats bespoke builds, and how the rise of real-time and AI workloads raises the bar for data consistency and performance.

The takeaway is practical leadership and business strategy: design for the volume you expect next year, not last quarter, and treat data infrastructure as a product with clear owners, guardrails, and outcomes. Innovation is less about flashy tools and more about making the hard paths routine.

What would break first in your stack if you had to sync 20,000 tables tomorrow, and how would you make it resilient without adding chaos?

Link to the full episode in the channel description