Content by ShivaniThadiyan (2)

ShivaniThadiyan explains how Azure SQL Managed Instance is evolving from a SQL Server-compatible PaaS into an AI-enabled platform, covering built-in operational intelligence, vector search, in-database Python/R machine learning, and Copilot-assisted diagnostics with security and governance considerations.

ShivaniThadiyan outlines a shift-left approach to Azure infrastructure validation, using GitHub Copilot as an assistive layer to summarize Terraform plans, interpret drift signals, and help prioritize Azure Policy and Azure Resource Graph findings—without removing human approvals or governance.