Data Contracts articles

6/22/2026 • EN

Analysis of how enterprise AI value comes from governed context and data contracts, not just model choice.

Data Contracts Enterprise AI Governed Data Lakehouse Architecture Semantic Models

6/22/2026 • EN

Analysis of Snowflake interoperable lakehouse lessons focusing on production contracts, multi-engine access, and agentic analytics challenges.

Apache Iceberg Data Contracts Interoperability Lakehouse Snowflake

2/19/2026 • EN

Explains how to safely evolve data schemas using API-like discipline to prevent breaking downstream systems like dashboards and ML pipelines.

api design Backward Compatibility Data Contracts Data Engineering Schema Evolution

11/21/2023 • EN

Explores whether Change Data Capture (CDC) breaks application encapsulation and discusses strategies like data contracts to mitigate risks.

change data capture Data Contracts Debezium Encapsulation Stream Processing

11/21/2023 • EN

Explores whether Change Data Capture (CDC) breaks software encapsulation and discusses strategies like data contracts to mitigate risks.

change data capture Data Contracts Debezium Encapsulation Stream Processing

6/16/2023 • EN

Interview with Chad Sanderson on data platform leadership, experimentation culture, data quality, and the rise of data contracts.

Data Contracts Data Engineering Data Platform Data Quality Experimentation Culture

Data Contracts Articles