Backer Concierge
An agent built on GitHub Copilot CLI, Microsoft Foundry, and Azure that answers questions about the board game crowdfunding site Tailspin Toys, with responses strictly grounded in catalog.json data.
Timeline (last 90 days)
Backer Concierge is an agent built by a developer using GitHub Copilot CLI together with Microsoft Foundry and Azure skills, and it can remember conversation context and refuses to fabricate information.
Turning the model into an agent took only one prompt: based on the basic hosted agent sample captured in the plan, requiring every answer to be grounded in the catalog and never to fabricate missing information.
The local evaluation used a small evaluation set containing seven question-and-expected-answer pairs; in the first round of testing four passed and three failed, with failure causes including omitting known facts, skipping follow-up questions, and triggering rate limits.
The developer asked Copilot to check deployment readiness and deploy to Microsoft Foundry; the underlying operation was Azure Developer CLI packaging the code, building remotely and publishing, and after going live Backer Concierge returned the real game Bug Buster Brain Teaser from the catalog.
All Facts (4)
Backer Concierge is an agent built by a developer using GitHub Copilot CLI together with Microsoft Foundry and Azure skills, and it can remember conversation context and refuses to fabricate information.
50%UnverifiedTurning the model into an agent took only one prompt: based on the basic hosted agent sample captured in the plan, requiring every answer to be grounded in the catalog and never to fabricate missing information.
50%UnverifiedThe local evaluation used a small evaluation set containing seven question-and-expected-answer pairs; in the first round of testing four passed and three failed, with failure causes including omitting known facts, skipping follow-up questions, and triggering rate limits.
50%UnverifiedThe developer asked Copilot to check deployment readiness and deploy to Microsoft Foundry; the underlying operation was Azure Developer CLI packaging the code, building remotely and publishing, and after going live Backer Concierge returned the real game Bug Buster Brain Teaser from the catalog.
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