Metric contracts in code let teams test, version, and serve business logic to multi-agent systems without each agent inventing its own SQL.
High-throughput Iceberg branch merges need conflict detection and automation. How to reconcile concurrent writes without stalling pipelines.
Polaris can catalog Iceberg tables across AWS, Azure, and GCP. Four topologies, credential vending, and the tradeoffs of each design.
Iceberg v4 is moving manifests from Avro to Parquet so planners can read only the stats they need. Why the metadata layer is going columnar.
