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A review of data engineering acquisitions from 2022 to 2026 reveals a pattern of platform consolidation that reshapes how teams build their tech stacks.

A deep dive into how data semantic layers provide a single source of truth for business metrics and the common integration challenges companies face when implementing them.

VentureBeat reports that AI agents are struggling with factual accuracy in enterprise settings, raising questions about whether a missing context layer is to blame for these persistent errors.

Databricks has opened its platform to Apache Iceberg, but the requirement to use Unity Catalog is drawing scrutiny from data engineers concerned about vendor lock-in.

ClickHouse now offers a native managed service for PostgreSQL ingestion, aiming to streamline how businesses sync transactional data for real-time analysis.

A technical breakdown of pairing PostgreSQL with ClickHouse aims to solve performance bottlenecks in hybrid data stacks, though integration complexity remains a primary hurdle for developers.