Event Logs, CQRS, Materialized Views, and Why One Dataset Often Needs Multiple Shapes
Architecture PatternsThe best way to write data is often not the best way to read it. Event sourcing, CQRS, star schemas, GraphQL responses, and DataFrame-style analysis all make the same point: data gets reshaped to match the question being asked.





