Let’s be honest: working with Apache Iceberg stops being fun the moment you step off your local laptop and into anything that resembles production. The catalog system—mandatory and rigid—has long been the Achilles’ heel of an otherwise promising open data format.

For a long time, you had two options: over-engineered corporate-grade solutions that require infrastructure teams to babysit or sketchy hacks no one wants to rely on.

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