Interesting perspective. The challenge of managing separate operational and analytical systems has been a pain point for years, especially as data volumes continue to grow. Reducing dependency on complex ETL pipelines could simplify architecture and improve real-time decision-making.

The same trend can be seen in customer communication platforms, where businesses increasingly rely on a unified SMS API to connect applications, automate notifications, and access real-time messaging data without maintaining multiple disconnected systems. Simplifying infrastructure while improving data accessibility is a direction many technologies seem to be moving toward. It will be interesting to see how Lakebase impacts data engineering workflows in the coming years.