model router implementation

Azure AI Model Router: Implementation and Production Patterns

After three months running Model Router in our private ChatGPT app, I figured it was time to share what actually works in production versus what the documentation says should work. Part 1 covered the architecture and decision framework. This post walks through the real implementation – deployment, code, monitoring, and the edge cases that aren’t obvious until you hit them.Fair warning: this gets technical. I’m showing you the .NET code we use, the telemetry patterns…

Bing Search Custom Search

Beyond Basic Web Search: Building a Specialized AI Agent with Bing Custom Search

When building AI agents for enterprise applications, standard web search often returns irrelevant results that compromise the quality of your solution. During a recent client project, our team needed an AI assistant capable of providing developers with specific documentation and code samples. While Bing Search returned results from various sources including outdated forum posts and unofficial tutorials, we required focused, authoritative content from trusted developer resources. This challenge led us to implement Bing Custom Search—a…