Content by chris noring (2)

Chris Noring shows how to build an AI shopping assistant that remembers customer preferences across sessions by plugging a SQL Server-backed history provider into Microsoft Agent Framework, then explains how the same setup can move from local Docker to Azure SQL Database (including Hyperscale) with only a connection-string change.

Chris Noring explains how to investigate unexpected GitHub Copilot Enterprise AI-credit spend and then control it using GitHub Billing guardrails. The post walks through identifying the SKU driving costs, attributing usage to organizations and cost centers, and applying budgets, alerts, and per-user limits without breaking productive workflows.