Data Engineering with Agents setup for pre and post process
Datus is an open-source data engineering agent that builds evolvable context for your data systems. Unlike traditional tools that merely move data, Datus captures, learns, and evolves the knowledge surrounding your data—transforming metadata, reference SQL, semantic models, and metrics into a living knowledge base that grounds AI queries and eliminates hallucinations.
With Datus, data engineers shift from writing repetitive SQL to building reusable, AI-ready context. Every query, correction, and domain rule becomes long-term memory—enabling specialized subagents that deliver accurate, domain-aware analytics to your entire organization.