Architecting an Apache Iceberg Lakehouse

afterword

If the last decade was about making analytics self-serve, the next decade will be about making analytics self-operating. That sounds like a small shift in wording, but it isn’t. “Self-serve” assumes humans are still the control plane: we notice something’s off, we investigate, we patch the pipeline, we add a guardrail, we write a postmortem, we remember the context. “Self-operating” means a meaningful portion of that work moves to agents—systems that can observe your data platform, propose changes, execute workflows, validate outcomes, and keep iterating.

This is the part that feels visionary, because it changes what your analytics system is. It’s no longer just a place where people ask questions. It becomes an environment where ...