The Five Layers Between Your Lakehouse and a Trustworthy Agent
July 28, 2026Agent reliability is a property of the stack the model sits on. Five layers with distinct owners and failure modes turn the agent is unreliable into a specific diagnosis.
Agent reliability is a property of the stack the model sits on. Five layers with distinct owners and failure modes turn the agent is unreliable into a specific diagnosis.
A detailed breakdown of the five Apache projects powering the open lakehouse in 2026 -- Parquet, Iceberg, Polaris, Arrow, and Ossie -- and how to build one yourself or use a managed platform.
Benefits of Apache Iceberg Partition Evolution and Hidden Partitioning
Benefits of Apache Iceberg
How to run SQL on your Excel files easily
Learning about Apache Iceberg
Java, Rest and the expanding open lakehouse ecosystem
Ingesting Data and Building BI Dashboards
Apache Iceberg, Apache Arrow, Nessie, Ibis, Substrait
Understanding how catalogs work and which one to choose
Disrupting the Snowflake/Databricks status quo
Understanding how catalogs work and which one to choose
Understanding how catalogs work and which one to choose
What are ontologies and why they matter