Posts

Operational and analytical are not two architectures. They are the action and learning functions of one information ecosystem: applications observe and act, a shared substrate remembers and synthesizes, and knowledge returns to change the next decision.

A vendor-neutral analysis of how Databricks Lakebase and the broader cloud-native PostgreSQL convergence fundamentally change what we can assume about database deployments.

A technical analysis of why external migration tools structurally fail during complex PostgreSQL deployments, and what the alternative architecture looks like.