Kellyn Gorman 9/19/2025

Embedding Local AI into DataOps with Powershell

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This technical article details a method for embedding a local AI model (Ollama) into DataOps workflows using PowerShell scripts. It demonstrates automating AI-powered tasks like SQL migration code review, performance checking, and conflict detection within database deployment pipelines, specifically with Redgate Flyway and PostgreSQL. The guide includes prerequisites, a base script example, and discusses extending the pattern for various automated checks.

Embedding Local AI into DataOps with Powershell

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