What does it really take to ship an AI agent? @MicrosoftDeveloper
What does it really take to ship an AI agent?  @MicrosoftDeveloper
Uploaded August 2026 | Updated September 2026, 2 weeks ago
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Meet Sparkles, a cupcake-ordering agent built with Microsoft Foundry and Microsoft Agent Framework. Follow the full development cycle: connect to a deployed model, load the shop’s persona and welcome banner from MCP prompts, call live Cupcake Store tools, inspect execution traces, and evaluate the resulting conversations.

0:00 - The Agent Production Problem
0:36 - Choosing From a Wide Array of Models
0:56 - Building an Agent in the Portal
1:09 - Building in Code: Agent Framework & SDK
1:41 - Tracing Tokens, Cost, and Latency
2:29 - Evaluating Agent Quality
3:02 - Monitoring Agents at Scale
3:22 - Governance, Security, and Guardrails

#Microsoft #MicrosoftFoundry #AIAgent
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What does it really take to ship an AI agent?

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