This post is on architecture and choosing your tools for the Data Engineering Lifecycle

I’m kicking off a year-long read and build combo-wombo. First takeaway from Fundamentals of Data Engineering: data isn’t a magic trick—it’s a lifecycle. Generate > ingest > transform > serve > learn.