CLAUDE.md and AGENTS.md for data repos: a templateA rules-file template for repos whose code reads or writes shared tables, in Python, Java, TypeScript, dbt or Spark, with a step that checks downstream impact.Give Claude Code, Cursor and Codex your data lineage over MCPConnect Claude Code, Cursor, Codex, Copilot or Devin to Foundational over MCP so the agent sees what reads and writes the code it changes, before it edits.Data Quality's Next Frontier: Moving Beyond Observability to Proactive PreventionData observability is vital for detecting issues, but it's reactive. True data quality requires proactive prevention because bad data persists; this involves "shifting left" with capabilities like code analysis and end-to-end lineage to stop incidents before they happen.Business Data Lineage: A Practical GuideMaster your data flow with our beginner's guide to data lineage for businesses. Improve data quality, compliance, and decision-making!Businesses Data Management: The Complete GuideEffective data management is essential for any business. Learn how to get started and unlock the power of your data for better decision-making
