Mehran Davoudi
CEO at CrystaCode.ai
Dubai, United Arab Emirates
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Mehran is a Chief Software Architect and Consultant with over 20 years of industry experience. He specializes in scaling software teams and is currently focused on developing high-quality LLM-based solutions for companies. Mehran is also a TEDx speaker, having presented on the fascinating topic of “Mirror Neurons of Our Brain”.
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Testing MCP orchestrations with skUnit
Model Context Protocol (MCP) servers are the backbone of tool-augmented AI systems. They expose tools that AI models can invoke, like checking the weather, scheduling meetings, or querying databases.
But when multiple MCP servers are orchestrated together, things get complex. You need to ensure:
- Tools are discovered correctly
- Functions are invoked with the right parameters
- Responses are semantically accurate
- Servers coordinate smoothly
This is where skUnit comes in, a robust .NET testing framework specifically built for AI units such as IChatClient and MCP integrations.
AI Talk as UI: Designing Conversational Interfaces with .NET
In this session, we’ll explore how conversational AI can evolve beyond chatbots into fully immersive user interfaces where voice and text become the primary modes of interaction. Drawing from real-world experience building CrystaCode.ai, I’ll demonstrate how to architect seamless AI-driven experiences using modern .NET technologies.
We’ll dive into:
- Model Context Protocol (MCP) for orchestrating AI flows across modalities
- Microsoft.Extensions.AI.Abstractions for flexible provider integration
- SignalR for real-time voice streaming and low-latency interactions
- Blazor + Bit Platform for reusable UI components across chat and voice
- Azure OpenAI for scalable, intelligent responses
- skUnit for semantic integration testing of conversational flows
Attendees will leave with a blueprint for building unified AI interfaces that feel natural, responsive, and scalable—whether users are typing or talking.
Mehran Davoudi
CEO at CrystaCode.ai
Dubai, United Arab Emirates
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