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# How to Build a CI/CD Pipeline for Snowflake Semantic Views and Cortex Agents with Azure DevOps
*Automate the deployment of your AI-powered data layer — from Git push to production — with validation, approval gates, and zero manual Snowsight edits.*
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## The Problem
If you're building Snowflake Semantic Views (the metadata layer that powers Cortex Analyst) or Cortex Agents (AI assistants that answer natural language questions over your data), you're probably editing them manually in Snowsight.