Batch vs. Streaming Needs a Latency Requirement
In the realm of data processing, two fundamental paradigms dominate: batch processing and streaming processing. Batch processing deals with data collected over a period, processing...
Data Contract Testing Needs a Breaking Change Policy
In modern data architectures, where data flows between numerous systems and teams, the concept of data contracts has emerged as a critical tool for ensuring...
Data Pipeline Reliability Needs a Freshness SLO
In the intricate world of data engineering, a data pipeline is only as valuable as the freshness and reliability of the data it delivers. Establishing...