Practical articles on AI, Data Engineering, Metadata-Driven Development, Snowflake, Enterprise Architecture, and Modern Data Platforms.
Real-world engineering lessons, technical deep dives, and implementation guides by Amit Singh · 18 articles published
Showing 3 articles tagged #Agentic AI
A practical guide to the Snowflake Cortex Agent SDK, covering Python setup, Cortex Analyst semantic modeling, Cortex Search, streaming, background execution, security, and the governance considerations that make AI agents reliable on enterprise data.
Databricks' 23,000+ table Industry Data Models show how GenAI, metadata, deterministic validation, Unity Catalog and human governance could reshape enterprise data architecture.
Understanding agentic AI concepts is important - but the most valuable skill is engineering judgment: knowing when a prompt, Python script, or SQL query is the better answer than an agent.