Recent SQL Server 2025, Azure SQL, SSMS 22 and Fabric announcements highlight new event streaming and vector search capabilities, plus expanding monitoring and ontology tooling -- with tradeoffs in ...

1. Staging Layer: Raw data ingestion (NVARCHAR(MAX) for flexibility). 2. Core Layer: Cleaned, Typed, and Structured Fact/Dimension tables. ALTER DATABASE NYC_RealEstate_Analytics ADD FILEGROUP ...

Safe, read-only database access for AI agents Schema inspection and table discovery Reliable PostgreSQL query execution with strict guardrails Simple, maintainable implementation ...