Foundry Agentic Loop

Turn an idea into an agentic solution on Microsoft Foundry, built with GitHub Copilot.

Embeds the Foundry best practices collected by Microsoft Global Black Belt teams.

  • GitHub Copilot App
  • Microsoft Foundry
  • Work IQ
  • Azure

Press → or Space to begin

Take an idea. Add your context. Make it real.

  1. Idea

    Resolve customer problems with an always-on AI agentOne of 61 prompt templates, or your own idea

  2. Context, with Work IQ

    • Meeting Refunds over $500 go to a person
    • Email Answer in English and Spanish
    • Document Follow returns policy v3

    Requirements from your Microsoft 365 work, cited by source and confirmed by you.

  3. Solution

    • Rapid prototyping In an existing Foundry project
    • SDD workflow From spec to Azure deployment

Two ways to make it real

Rapid prototyping

Copilot builds in your existing Foundry project, step by step in Chat.

  1. Loop started
  2. Project linked
  3. Solution designed
  4. Hosted checkpoint
  5. Running locally
  6. Deployed to Azure optional

Ready to grow? Type convert to SDD.

Best for demos, workshops and new ideas

SDD workflow

A dynamic workflow creates the Foundry project and runs four independently reviewed phases.

  1. Specify
  2. Implement
  3. Verify
  4. Deploy

You approve the spec and the deployment.

Best for pilots and production-bound work

Built on Microsoft Global Black Belt best practices

Practices that Global Black Belt teams collected on Foundry are built in, so every solution starts from the same reference architecture.

App
React + Vite and FastAPI on Azure Container Apps
Agents
Foundry hosted agents on the Responses API, with the GitHub Copilot SDK or Microsoft Agent Framework
Tools and knowledge
One governed Foundry toolbox, and Foundry IQ grounding with citations
Models
Live region and quota checks for every resource before deployment
Identity and safety
Managed identities, keyless least-privilege RBAC and Foundry guardrails
Observability
OpenTelemetry into Application Insights, plus Foundry evaluations

Start your first loop

  1. Install from the GitHub Copilot App.
    1. Customize
    2. Plugins
    3. foundry-agentic-loop
    4. Install
  2. Open a folder and say “Open the agentic loop”.
  3. Pick a prompt template, boost it with Work IQ, and choose rapid prototyping or the SDD workflow.
  4. Later, just type deploy or improve. AGENTS.md routes it.

Plugin on awesome-copilot Microsoft Foundry docs aka.ms/agentic-loop

Builds on aiappsgbb/agentic-loop and Azure-Samples/Spec2Cloud.