.NET: Add Foundry Deployment docs to HA sample READMEs

dotnet/samples/04-hosting/FoundryHostedAgents/invocations/Hosted-Invocations-EchoAgent/README.md

@@ -71,6 +71,34 @@ curl -X POST http://localhost:8088/invocations \
   -d "Hello from Docker!"
 ```
 
+## Deploying to Foundry (azd spec)
+
+This sample includes an `azd` manifest (`agent.manifest.yaml`) and hosted agent spec (`agent.yaml`) for deployment to Foundry.
+
+Initialize an `azd` project from this sample's manifest:
+
+```bash
+mkdir hosted-invocations-echo-agent && cd hosted-invocations-echo-agent
+azd ai agent init -m https://github.com/microsoft/agent-framework/blob/main/dotnet/samples/04-hosting/FoundryHostedAgents/invocations/Hosted-Invocations-EchoAgent/agent.manifest.yaml
+```
+
+Then deploy:
+
+```bash
+azd deploy
+```
+
+If you need to override defaults, set deployment-time environment variables in the `azd` environment before deploying:
+
+```bash
+azd env set AGENT_NAME hosted-invocations-echo-agent
+azd env set AZURE_AI_MODEL_DEPLOYMENT_NAME gpt-4o
+```
+
+For end-to-end hosted agent deployment guidance, see the [official deployment guide](https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/deploy-hosted-agent).
+
+---
+
 ## NuGet package users
 
 If you are consuming the Agent Framework as a NuGet package (not building from source), use the standard `Dockerfile` instead of `Dockerfile.contributor`. See the commented section in `Hosted-Invocations-EchoAgent.csproj` for the `PackageReference` alternative.

dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-AgentSkills/README.md

@@ -107,3 +107,29 @@ azd env set SKILL_NAMES "support-style,escalation-policy"
 The deployed agent's Managed Identity needs **Azure AI User** on the Foundry project to download skills at startup.
 
 > The `skills/` source folder is **not** deployed to Foundry — only the downloaded skills are used at runtime. The provisioning step must have been run against the same Foundry project before the agent can download the skills.
+
+## Deploying to Foundry (azd spec)
+
+This sample includes an `azd` manifest (`agent.manifest.yaml`) and hosted agent spec (`agent.yaml`) for deployment to Foundry.
+
+Initialize an `azd` project from this sample's manifest:
+
+```bash
+mkdir hosted-agent-skills && cd hosted-agent-skills
+azd ai agent init -m https://github.com/microsoft/agent-framework/blob/main/dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-AgentSkills/agent.manifest.yaml
+```
+
+Then deploy:
+
+```bash
+azd deploy
+```
+
+If you need to override defaults, set deployment-time environment variables in the `azd` environment before deploying:
+
+```bash
+azd env set AGENT_NAME hosted-agent-skills
+azd env set AZURE_AI_MODEL_DEPLOYMENT_NAME gpt-4o
+```
+
+For end-to-end hosted agent deployment guidance, see the [official deployment guide](https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/deploy-hosted-agent).

dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-AzureSearchRag/README.md

@@ -174,6 +174,34 @@ The model receives the top three search results as additional context and cites
 
 Replace the seed documents (or point the sample at an existing index with your own content) to ground the agent in your own knowledge base.
 
+## Deploying to Foundry (azd spec)
+
+This sample includes an `azd` manifest (`agent.manifest.yaml`) and hosted agent spec (`agent.yaml`) for deployment to Foundry.
+
+Initialize an `azd` project from this sample's manifest:
+
+```bash
+mkdir hosted-azure-search-rag && cd hosted-azure-search-rag
+azd ai agent init -m https://github.com/microsoft/agent-framework/blob/main/dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-AzureSearchRag/agent.manifest.yaml
+```
+
+Then deploy:
+
+```bash
+azd deploy
+```
+
+If you need to override defaults, set deployment-time environment variables in the `azd` environment before deploying:
+
+```bash
+azd env set AGENT_NAME hosted-azure-search-rag
+azd env set AZURE_AI_MODEL_DEPLOYMENT_NAME gpt-4o
+```
+
+For end-to-end hosted agent deployment guidance, see the [official deployment guide](https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/deploy-hosted-agent).
+
+---
+
 ## NuGet package users
 
 If you are consuming the Agent Framework as a NuGet package (not building from source), use the standard `Dockerfile` instead of `Dockerfile.contributor`. See the commented section in `HostedAzureSearchRag.csproj` for the `PackageReference` alternative.

dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-ChatClientAgent/README.md

@@ -104,6 +104,32 @@ curl -X POST http://localhost:8088/responses \
   -d '{"input": "Hello!", "model": "hosted-chat-client-agent"}'
 ```
 
+## Deploying to Foundry (azd spec)
+
+This sample includes an `azd` manifest (`agent.manifest.yaml`) and hosted agent spec (`agent.yaml`) for deployment to Foundry.
+
+Initialize an `azd` project from this sample's manifest:
+
+```bash
+mkdir hosted-chat-client-agent && cd hosted-chat-client-agent
+azd ai agent init -m https://github.com/microsoft/agent-framework/blob/main/dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-ChatClientAgent/agent.manifest.yaml
+```
+
+Then deploy:
+
+```bash
+azd deploy
+```
+
+If you need to override defaults, set deployment-time environment variables in the `azd` environment before deploying:
+
+```bash
+azd env set AGENT_NAME hosted-chat-client-agent
+azd env set AZURE_AI_MODEL_DEPLOYMENT_NAME gpt-4o
+```
+
+For end-to-end hosted agent deployment guidance, see the [official deployment guide](https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/deploy-hosted-agent).
+
 ## NuGet package users
 
 If you are consuming the Agent Framework as a NuGet package (not building from source), use the standard `Dockerfile` instead of `Dockerfile.contributor` — it performs a full `dotnet restore` and `dotnet publish` inside the container. See the commented section in `HostedChatClientAgent.csproj` for the `PackageReference` alternative.

dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Files/README.md

@@ -112,6 +112,34 @@ docker run --rm -p 8088:8088 \
 
 The bundled `resources/` folder is part of the published output and ships inside the image.
 
+## Deploying to Foundry (azd spec)
+
+This sample includes an `azd` manifest (`agent.manifest.yaml`) and hosted agent spec (`agent.yaml`) for deployment to Foundry.
+
+Initialize an `azd` project from this sample's manifest:
+
+```bash
+mkdir hosted-files && cd hosted-files
+azd ai agent init -m https://github.com/microsoft/agent-framework/blob/main/dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Files/agent.manifest.yaml
+```
+
+Then deploy:
+
+```bash
+azd deploy
+```
+
+If you need to override defaults, set deployment-time environment variables in the `azd` environment before deploying:
+
+```bash
+azd env set AGENT_NAME hosted-files
+azd env set AZURE_AI_MODEL_DEPLOYMENT_NAME gpt-4o
+```
+
+For end-to-end hosted agent deployment guidance, see the [official deployment guide](https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/deploy-hosted-agent).
+
+---
+
 ## NuGet package users
 
 If consuming the Agent Framework as a NuGet package, use the standard `Dockerfile` instead of `Dockerfile.contributor` and switch the `ProjectReference` entries in `HostedFiles.csproj` to `PackageReference` (commented section in the csproj).

dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-FoundryAgent/README.md

@@ -107,6 +107,32 @@ curl -X POST http://localhost:8088/responses \
   -d '{"input": "Hello!", "model": "<your-agent-name>"}'
 ```
 
+## Deploying to Foundry (azd spec)
+
+This sample includes an `azd` manifest (`agent.manifest.yaml`) and hosted agent spec (`agent.yaml`) for deployment to Foundry.
+
+Initialize an `azd` project from this sample's manifest:
+
+```bash
+mkdir hosted-foundry-agent && cd hosted-foundry-agent
+azd ai agent init -m https://github.com/microsoft/agent-framework/blob/main/dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-FoundryAgent/agent.manifest.yaml
+```
+
+Then deploy:
+
+```bash
+azd deploy
+```
+
+If you need to override defaults, set deployment-time environment variables in the `azd` environment before deploying:
+
+```bash
+azd env set AGENT_NAME hosted-foundry-agent
+azd env set AZURE_AI_MODEL_DEPLOYMENT_NAME gpt-4o
+```
+
+For end-to-end hosted agent deployment guidance, see the [official deployment guide](https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/deploy-hosted-agent).
+
 ## NuGet package users
 
 If you are consuming the Agent Framework as a NuGet package (not building from source), use the standard `Dockerfile` instead of `Dockerfile.contributor` — it performs a full `dotnet restore` and `dotnet publish` inside the container. See the commented section in `HostedFoundryAgent.csproj` for the `PackageReference` alternative.

dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-LocalTools/README.md

@@ -108,6 +108,34 @@ The agent has a single tool `GetAvailableHotels` defined as a C# method with `[D
 
 The tool searches a mock database of 6 Seattle hotels and returns formatted results with name, location, rating, and pricing.
 
+## Deploying to Foundry (azd spec)
+
+This sample includes an `azd` manifest (`agent.manifest.yaml`) and hosted agent spec (`agent.yaml`) for deployment to Foundry.
+
+Initialize an `azd` project from this sample's manifest:
+
+```bash
+mkdir hosted-local-tools && cd hosted-local-tools
+azd ai agent init -m https://github.com/microsoft/agent-framework/blob/main/dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-LocalTools/agent.manifest.yaml
+```
+
+Then deploy:
+
+```bash
+azd deploy
+```
+
+If you need to override defaults, set deployment-time environment variables in the `azd` environment before deploying:
+
+```bash
+azd env set AGENT_NAME hosted-local-tools
+azd env set AZURE_AI_MODEL_DEPLOYMENT_NAME gpt-4o
+```
+
+For end-to-end hosted agent deployment guidance, see the [official deployment guide](https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/deploy-hosted-agent).
+
+---
+
 ## NuGet package users
 
 If you are consuming the Agent Framework as a NuGet package (not building from source), use the standard `Dockerfile` instead of `Dockerfile.contributor`. See the commented section in `HostedLocalTools.csproj` for the `PackageReference` alternative.

dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-McpTools/README.md

@@ -78,6 +78,34 @@ docker run --rm -p 8088:8088 \
   hosted-mcp-tools
 ```
 
+## Deploying to Foundry (azd spec)
+
+This sample includes an `azd` manifest (`agent.manifest.yaml`) and hosted agent spec (`agent.yaml`) for deployment to Foundry.
+
+Initialize an `azd` project from this sample's manifest:
+
+```bash
+mkdir mcp-tools && cd mcp-tools
+azd ai agent init -m https://github.com/microsoft/agent-framework/blob/main/dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-McpTools/agent.manifest.yaml
+```
+
+Then deploy:
+
+```bash
+azd deploy
+```
+
+If you need to override defaults, set deployment-time environment variables in the `azd` environment before deploying:
+
+```bash
+azd env set AGENT_NAME mcp-tools
+azd env set AZURE_AI_MODEL_DEPLOYMENT_NAME gpt-4o
+```
+
+For end-to-end hosted agent deployment guidance, see the [official deployment guide](https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/deploy-hosted-agent).
+
+---
+
 ## NuGet package users
 
 Use the standard `Dockerfile` instead of `Dockerfile.contributor`. See the commented section in `HostedMcpTools.csproj` for the `PackageReference` alternative.

dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-MemoryAgent/README.md

@@ -139,6 +139,34 @@ The script publishes the project, builds the image, runs the container with two
 `HOSTED_USER_ISOLATION_KEY` values, drives a multi-turn conversation per user, asserts that each
 user only sees their own memories, and exits non-zero on failure.
 
+## Deploying to Foundry (azd spec)
+
+This sample includes an `azd` manifest (`agent.manifest.yaml`) and hosted agent spec (`agent.yaml`) for deployment to Foundry.
+
+Initialize an `azd` project from this sample's manifest:
+
+```bash
+mkdir hosted-memory-agent && cd hosted-memory-agent
+azd ai agent init -m https://github.com/microsoft/agent-framework/blob/main/dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-MemoryAgent/agent.manifest.yaml
+```
+
+Then deploy:
+
+```bash
+azd deploy
+```
+
+If you need to override defaults, set deployment-time environment variables in the `azd` environment before deploying:
+
+```bash
+azd env set AGENT_NAME hosted-memory-agent
+azd env set AZURE_AI_MODEL_DEPLOYMENT_NAME gpt-4o
+```
+
+For end-to-end hosted agent deployment guidance, see the [official deployment guide](https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/deploy-hosted-agent).
+
+---
+
 ## NuGet package users
 
 If you are consuming the Agent Framework as a NuGet package (not building from source), use the

dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Observability/README.md

@@ -104,6 +104,34 @@ docker run --rm -p 8088:8088 \
 
 Once deployed, telemetry flows to the Application Insights instance attached to your Foundry project. In the Foundry UI, the **Traces** tab next to **Playground** lists conversations and lets you drill into the span tree for any request.
 
+## Deploying to Foundry (azd spec)
+
+This sample includes an `azd` manifest (`agent.manifest.yaml`) and hosted agent spec (`agent.yaml`) for deployment to Foundry.
+
+Initialize an `azd` project from this sample's manifest:
+
+```bash
+mkdir hosted-observability && cd hosted-observability
+azd ai agent init -m https://github.com/microsoft/agent-framework/blob/main/dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Observability/agent.manifest.yaml
+```
+
+Then deploy:
+
+```bash
+azd deploy
+```
+
+If you need to override defaults, set deployment-time environment variables in the `azd` environment before deploying:
+
+```bash
+azd env set AGENT_NAME hosted-observability
+azd env set AZURE_AI_MODEL_DEPLOYMENT_NAME gpt-4o
+```
+
+For end-to-end hosted agent deployment guidance, see the [official deployment guide](https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/deploy-hosted-agent).
+
+---
+
 ## NuGet package users
 
 If consuming the Agent Framework as a NuGet package, use the standard `Dockerfile` instead of `Dockerfile.contributor`. See the commented section in `HostedObservability.csproj` for the `PackageReference` alternative.

dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-TextRag/README.md

@@ -111,6 +111,34 @@ The `TextSearchProvider` runs a mock search **before each model invocation**:
 
 The model receives the search results as additional context and cites the source in its response. In production, replace `MockSearchAsync` with a call to Azure AI Search or your preferred search provider.
 
+## Deploying to Foundry (azd spec)
+
+This sample includes an `azd` manifest (`agent.manifest.yaml`) and hosted agent spec (`agent.yaml`) for deployment to Foundry.
+
+Initialize an `azd` project from this sample's manifest:
+
+```bash
+mkdir hosted-text-rag && cd hosted-text-rag
+azd ai agent init -m https://github.com/microsoft/agent-framework/blob/main/dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-TextRag/agent.manifest.yaml
+```
+
+Then deploy:
+
+```bash
+azd deploy
+```
+
+If you need to override defaults, set deployment-time environment variables in the `azd` environment before deploying:
+
+```bash
+azd env set AGENT_NAME hosted-text-rag
+azd env set AZURE_AI_MODEL_DEPLOYMENT_NAME gpt-4o
+```
+
+For end-to-end hosted agent deployment guidance, see the [official deployment guide](https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/deploy-hosted-agent).
+
+---
+
 ## NuGet package users
 
 If you are consuming the Agent Framework as a NuGet package (not building from source), use the standard `Dockerfile` instead of `Dockerfile.contributor`. See the commented section in `HostedTextRag.csproj` for the `PackageReference` alternative.