You may not have guessed it, my name is Bram. One of the things I do is architect data platforms and share opinionated takes on how they should actually work. Here you'll find real insights for real problems, not the usual vendor narrative. Whether you're scaling platforms, making strategic decisions, or questioning your current approach, there's something here worth your time. Because data engineering is a craft.
Building scalable foundations using Cloud Native principles and modern data stacks.
Custom pipeline development and high-throughput stream processing systems.
Bridging the gap between raw data and business decisions through governance and AI readiness.
An opinionated blog designed to challenge decision makers, inspire data professionals, and spark meaningful discussions on the future of data engineering.
Every BI project ends up with the same request: can we export this to Excel? Conversational agents are the first thing I have seen that gives people a reason not to, and only if the semantic model underneath them is in a state where the answer can be trusted.
Hand-issued access charges you twice, in a grant web nobody can reconstruct and in datasets nobody knows exist. Both costs come from a human sitting in the grant path, and computing grants from identity attributes and data classification takes them out of it.
Meaning is committed once on the way into the warehouse and has to be resolved once on the way out. The exit edge is the one that never became authoritative, and it is why a certified Gold table still yields three numbers.
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