diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index cca5c3a..bf571c9 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -1,9 +1,8 @@
 {
     "name": "python-agentframework-demos",
-    "build": {
-        "dockerfile": "Dockerfile",
-        "context": ".."
-    },
+    "dockerComposeFile": "docker-compose.yml",
+    "service": "app",
+    "workspaceFolder": "/workspaces/python-agentframework-demos",
     "features": {
         "ghcr.io/azure/azure-dev/azd:latest": {}
     },
@@ -22,4 +21,4 @@
         }
     },
     "remoteUser": "vscode"
-}
+}
diff --git a/.devcontainer/docker-compose.yml b/.devcontainer/docker-compose.yml
new file mode 100644
index 0000000..266c952
--- /dev/null
+++ b/.devcontainer/docker-compose.yml
@@ -0,0 +1,17 @@
+services:
+  app:
+    build:
+      context: ..
+      dockerfile: .devcontainer/Dockerfile
+    volumes:
+      - ..:/workspaces/python-agentframework-demos:cached
+    command: sleep infinity
+    environment:
+      - OTEL_EXPORTER_OTLP_ENDPOINT=http://aspire-dashboard:18889
+
+  aspire-dashboard:
+    image: mcr.microsoft.com/dotnet/aspire-dashboard:latest
+    ports:
+      - "18888:18888"
+    environment:
+      - DASHBOARD__FRONTEND__AUTHMODE=Unsecured
diff --git a/.env.sample b/.env.sample
index 43f7798..d4adb10 100644
--- a/.env.sample
+++ b/.env.sample
@@ -9,3 +9,4 @@ OPENAI_MODEL=gpt-3.5-turbo
 # Configure for GitHub models: (GITHUB_TOKEN already exists inside Codespaces)
 GITHUB_MODEL=gpt-5-mini
 GITHUB_TOKEN=YOUR-GITHUB-PERSONAL-ACCESS-TOKEN
+OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317
diff --git a/.github/prompts/review_pr_comments.prompt.md b/.github/prompts/review_pr_comments.prompt.md
index 09ac3c5..3d17364 100644
--- a/.github/prompts/review_pr_comments.prompt.md
+++ b/.github/prompts/review_pr_comments.prompt.md
@@ -133,4 +133,4 @@ The thread ID starts with `PRRT_` and can be found in the GraphQL query response
 Note: This skill can be removed once the GitHub MCP server has added built-in support for replying to PR review comments and resolving threads.
 See:
 https://github.com/github/github-mcp-server/issues/1323
-https://github.com/github/github-mcp-server/issues/1768
\ No newline at end of file
+https://github.com/github/github-mcp-server/issues/1768
diff --git a/README.md b/README.md
index 5ebe7cf..35e38ff 100644
--- a/README.md
+++ b/README.md
@@ -173,6 +173,64 @@ You can run the examples in this repository by executing the scripts in the `exa
 | [agent_mcp_local.py](examples/agent_mcp_local.py) | An agent connected to a local MCP server (e.g. for expense logging). |
 | [openai_tool_calling.py](examples/openai_tool_calling.py) | Tool calling with the low-level OpenAI SDK, showing manual tool dispatch. |
 | [workflow_basic.py](examples/workflow_basic.py) | A workflow-based agent. |
+| [agent_otel_aspire.py](examples/agent_otel_aspire.py) | An agent with OpenTelemetry tracing, metrics, and structured logs exported to the [Aspire Dashboard](https://aspire.dev/dashboard/standalone/). |
+
+## Using the Aspire Dashboard for telemetry
+
+The [agent_otel_aspire.py](examples/agent_otel_aspire.py) example can export OpenTelemetry traces, metrics, and structured logs to a [Aspire Dashboard](https://aspire.dev/dashboard/standalone/).
+
+### In GitHub Codespaces / Dev Containers
+
+The Aspire Dashboard runs automatically as a service alongside the dev container. No extra setup is needed.
+
+1. The `OTEL_EXPORTER_OTLP_ENDPOINT` environment variable is already set by the dev container.
+
+2. Run the example:
+
+    ```sh
+    uv run agent_otel_aspire.py
+    ```
+
+3. Open the dashboard at <http://localhost:18888> and explore:
+
+    * **Traces**: See the full span tree — agent invocation → chat completion → tool execution
+    * **Metrics**: View token usage and operation duration histograms
+    * **Structured Logs**: Browse conversation messages (system, user, assistant, tool)
+    * **GenAI visualizer**: Select a chat completion span to see the rendered conversation
+
+### Local environment (without Dev Containers)
+
+If you're running locally without Dev Containers, you need to start the Aspire Dashboard manually:
+
+1. Start the Aspire Dashboard:
+
+    ```sh
+    docker run --rm -it -d -p 18888:18888 -p 4317:18889 --name aspire-dashboard \
+        -e DASHBOARD__FRONTEND__AUTHMODE=Unsecured \
+        mcr.microsoft.com/dotnet/aspire-dashboard:latest
+    ```
+
+2. Add the OTLP endpoint to your `.env` file:
+
+    ```sh
+    OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317
+    ```
+
+3. Run the example:
+
+    ```sh
+    uv run agent_otel_aspire.py
+    ```
+
+4. Open the dashboard at <http://localhost:18888> and explore.
+
+5. When done, stop the dashboard:
+
+    ```shell
+    docker stop aspire-dashboard
+    ```
+
+For the full Python + Aspire guide, see [Use the Aspire dashboard with Python apps](https://aspire.dev/dashboard/standalone-for-python/).
 
 ## Resources
 
diff --git a/examples/agent_otel_aspire.py b/examples/agent_otel_aspire.py
new file mode 100644
index 0000000..4e90130
--- /dev/null
+++ b/examples/agent_otel_aspire.py
@@ -0,0 +1,101 @@
+import asyncio
+import logging
+import os
+import random
+from datetime import datetime, timezone
+from typing import Annotated
+
+from agent_framework import ChatAgent
+from agent_framework.observability import configure_otel_providers
+from agent_framework.openai import OpenAIChatClient
+from azure.identity.aio import DefaultAzureCredential, get_bearer_token_provider
+from dotenv import load_dotenv
+from pydantic import Field
+from rich import print
+from rich.logging import RichHandler
+
+# Setup logging
+handler = RichHandler(show_path=False, rich_tracebacks=True, show_level=False)
+logging.basicConfig(level=logging.WARNING, handlers=[handler], force=True, format="%(message)s")
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+
+# Configure OpenTelemetry export to the Aspire Dashboard (if endpoint is set)
+otlp_endpoint = os.getenv("OTEL_EXPORTER_OTLP_ENDPOINT")
+if otlp_endpoint:
+    os.environ.setdefault("OTEL_EXPORTER_OTLP_PROTOCOL", "grpc")
+    os.environ.setdefault("OTEL_SERVICE_NAME", "agent-framework-demo")
+    configure_otel_providers(enable_sensitive_data=True)
+    logger.info(f"OpenTelemetry export enabled — sending to {otlp_endpoint}")
+else:
+    logger.info(
+        "Set OTEL_EXPORTER_OTLP_ENDPOINT in .env to export telemetry to the Aspire Dashboard. "
+        "Use http://aspire-dashboard:18889 in Codespaces/Dev Containers or http://localhost:4317 locally."
+    )
+
+# Configure OpenAI client based on environment
+load_dotenv(override=True)
+API_HOST = os.getenv("API_HOST", "github")
+
+async_credential = None
+if API_HOST == "azure":
+    async_credential = DefaultAzureCredential()
+    token_provider = get_bearer_token_provider(async_credential, "https://cognitiveservices.azure.com/.default")
+    client = OpenAIChatClient(
+        base_url=f"{os.environ['AZURE_OPENAI_ENDPOINT']}/openai/v1/",
+        api_key=token_provider,
+        model_id=os.environ["AZURE_OPENAI_CHAT_DEPLOYMENT"],
+    )
+elif API_HOST == "github":
+    client = OpenAIChatClient(
+        base_url="https://models.github.ai/inference",
+        api_key=os.environ["GITHUB_TOKEN"],
+        model_id=os.getenv("GITHUB_MODEL", "openai/gpt-5-mini"),
+    )
+else:
+    client = OpenAIChatClient(
+        api_key=os.environ["OPENAI_API_KEY"], model_id=os.environ.get("OPENAI_MODEL", "gpt-5-mini")
+    )
+
+
+def get_weather(
+    city: Annotated[str, Field(description="City name, spelled out fully")],
+) -> dict:
+    """Returns weather data for a given city, a dictionary with temperature and description."""
+    logger.info(f"Getting weather for {city}")
+    weather_options = [
+        {"temperature": 72, "description": "Sunny"},
+        {"temperature": 60, "description": "Rainy"},
+        {"temperature": 55, "description": "Cloudy"},
+        {"temperature": 45, "description": "Windy"},
+    ]
+    return random.choice(weather_options)
+
+
+def get_current_time(
+    timezone_name: Annotated[str, Field(description="Timezone name, e.g. 'US/Eastern', 'Asia/Tokyo', 'UTC'")],
+) -> str:
+    """Returns the current date and time in UTC (timezone_name is for display context only)."""
+    logger.info(f"Getting current time for {timezone_name}")
+    now = datetime.now(timezone.utc)
+    return f"The current time in {timezone_name} is approximately {now.strftime('%Y-%m-%d %H:%M:%S')} UTC"
+
+
+agent = ChatAgent(
+    name="weather-time-agent",
+    chat_client=client,
+    instructions="You are a helpful assistant that can look up weather and time information.",
+    tools=[get_weather, get_current_time],
+)
+
+
+async def main():
+    response = await agent.run("What's the weather in Seattle and what time is it in Tokyo?")
+    print(response.text)
+
+    if async_credential:
+        await async_credential.close()
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
diff --git a/examples/spanish/README.md b/examples/spanish/README.md
index 5d980ea..87a7ce2 100644
--- a/examples/spanish/README.md
+++ b/examples/spanish/README.md
@@ -174,6 +174,64 @@ Puedes ejecutar los ejemplos en este repositorio ejecutando los scripts en el di
 | [agent_mcp_local.py](agent_mcp_local.py) | Un agente conectado a un servidor MCP local (ej. para registro de gastos). |
 | [openai_tool_calling.py](openai_tool_calling.py) | Llamadas a funciones con el SDK de OpenAI de bajo nivel, mostrando despacho manual de herramientas. |
 | [workflow_basic.py](workflow_basic.py) | Usa Agent Framework para crear un agente basado en flujo de trabajo. |
+| [agent_otel_aspire.py](agent_otel_aspire.py) | Un agente con trazas, métricas y logs estructurados de OpenTelemetry exportados al [Aspire Dashboard](https://aspire.dev/dashboard/standalone/). |
+
+## Usar el Aspire Dashboard para telemetría
+
+El ejemplo [agent_otel_aspire.py](agent_otel_aspire.py) puede exportar trazas, métricas y logs estructurados de OpenTelemetry a un [Aspire Dashboard](https://aspire.dev/dashboard/standalone/).
+
+### En GitHub Codespaces / Dev Containers
+
+El Aspire Dashboard se ejecuta automaticamente como un servicio junto al dev container. No necesitas configuracion adicional.
+
+1. La variable de entorno `OTEL_EXPORTER_OTLP_ENDPOINT` ya esta configurada por el dev container.
+
+2. Ejecuta el ejemplo:
+
+    ```sh
+    uv run agent_otel_aspire.py
+    ```
+
+3. Abre el dashboard en <http://localhost:18888> y explora:
+
+    * **Traces**: Ve el arbol completo de spans — invocacion del agente → completado del chat → ejecucion de herramientas
+    * **Metrics**: Consulta histogramas de uso de tokens y duracion de operaciones
+    * **Structured Logs**: Navega los mensajes de la conversacion (sistema, usuario, asistente, herramienta)
+    * **Visualizador GenAI**: Selecciona un span de completado del chat para ver la conversacion renderizada
+
+### Entorno local (sin Dev Containers)
+
+Si ejecutas localmente sin Dev Containers, necesitas iniciar el Aspire Dashboard manualmente:
+
+1. Inicia el Aspire Dashboard:
+
+    ```sh
+    docker run --rm -it -d -p 18888:18888 -p 4317:18889 --name aspire-dashboard \
+        -e DASHBOARD__FRONTEND__AUTHMODE=Unsecured \
+        mcr.microsoft.com/dotnet/aspire-dashboard:latest
+    ```
+
+2. Agrega el endpoint OTLP a tu archivo `.env`:
+
+    ```sh
+    OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317
+    ```
+
+3. Ejecuta el ejemplo:
+
+    ```sh
+    uv run agent_otel_aspire.py
+    ```
+
+4. Abre el dashboard en <http://localhost:18888> y explora.
+
+5. Cuando termines, deten el dashboard:
+
+    ```sh
+    docker stop aspire-dashboard
+    ```
+
+Para la guia completa de Python + Aspire, consulta [Usar el Aspire Dashboard con apps de Python](https://aspire.dev/dashboard/standalone-for-python/).
 
 ## Recursos
 
diff --git a/examples/spanish/agent_otel_aspire.py b/examples/spanish/agent_otel_aspire.py
new file mode 100644
index 0000000..e647c36
--- /dev/null
+++ b/examples/spanish/agent_otel_aspire.py
@@ -0,0 +1,103 @@
+import asyncio
+import logging
+import os
+import random
+from datetime import datetime, timezone
+from typing import Annotated
+
+from agent_framework import ChatAgent
+from agent_framework.observability import configure_otel_providers
+from agent_framework.openai import OpenAIChatClient
+from azure.identity.aio import DefaultAzureCredential, get_bearer_token_provider
+from dotenv import load_dotenv
+from pydantic import Field
+from rich import print
+from rich.logging import RichHandler
+
+# Configura logging
+handler = RichHandler(show_path=False, rich_tracebacks=True, show_level=False)
+logging.basicConfig(level=logging.WARNING, handlers=[handler], force=True, format="%(message)s")
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+
+# Configura la exportación de OpenTelemetry al Aspire Dashboard (si el endpoint está configurado)
+otlp_endpoint = os.getenv("OTEL_EXPORTER_OTLP_ENDPOINT")
+if otlp_endpoint:
+    os.environ.setdefault("OTEL_EXPORTER_OTLP_PROTOCOL", "grpc")
+    os.environ.setdefault("OTEL_SERVICE_NAME", "agent-framework-demo")
+    configure_otel_providers(enable_sensitive_data=True)
+    logger.info(f"Exportación OpenTelemetry habilitada — enviando a {otlp_endpoint}")
+else:
+    logger.info(
+        "Configura OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317 en .env"
+        " para exportar telemetría al Aspire Dashboard"
+    )
+
+# Configura el cliente para usar Azure OpenAI, GitHub Models u OpenAI
+load_dotenv(override=True)
+API_HOST = os.getenv("API_HOST", "github")
+
+async_credential = None
+if API_HOST == "azure":
+    async_credential = DefaultAzureCredential()
+    token_provider = get_bearer_token_provider(async_credential, "https://cognitiveservices.azure.com/.default")
+    client = OpenAIChatClient(
+        base_url=f"{os.environ['AZURE_OPENAI_ENDPOINT']}/openai/v1/",
+        api_key=token_provider,
+        model_id=os.environ["AZURE_OPENAI_CHAT_DEPLOYMENT"],
+    )
+elif API_HOST == "github":
+    client = OpenAIChatClient(
+        base_url="https://models.github.ai/inference",
+        api_key=os.environ["GITHUB_TOKEN"],
+        model_id=os.getenv("GITHUB_MODEL", "openai/gpt-5-mini"),
+    )
+else:
+    client = OpenAIChatClient(
+        api_key=os.environ["OPENAI_API_KEY"], model_id=os.environ.get("OPENAI_MODEL", "gpt-5-mini")
+    )
+
+
+def get_weather(
+    city: Annotated[str, Field(description="City name, spelled out fully")],
+) -> dict:
+    """Devuelve datos meteorológicos para una ciudad: temperatura y descripción."""
+    logger.info(f"Obteniendo el clima para {city}")
+    weather_options = [
+        {"temperature": 22, "description": "Soleado"},
+        {"temperature": 15, "description": "Lluvioso"},
+        {"temperature": 13, "description": "Nublado"},
+        {"temperature": 7, "description": "Ventoso"},
+    ]
+    return random.choice(weather_options)
+
+
+def get_current_time(
+    timezone_name: Annotated[
+        str, Field(description="Timezone name, e.g. 'US/Eastern', 'America/Mexico_City', 'UTC'")
+    ],
+) -> str:
+    """Devuelve la fecha y hora actual en UTC (timezone_name es solo para contexto de visualización)."""
+    logger.info(f"Obteniendo la hora actual para {timezone_name}")
+    now = datetime.now(timezone.utc)
+    return f"La hora actual en {timezone_name} es aproximadamente {now.strftime('%Y-%m-%d %H:%M:%S')} UTC"
+
+
+agent = ChatAgent(
+    name="weather-time-agent",
+    chat_client=client,
+    instructions="Eres un asistente útil que puede consultar información del clima y la hora.",
+    tools=[get_weather, get_current_time],
+)
+
+
+async def main():
+    response = await agent.run("¿Cómo está el clima en Ciudad de México y qué hora es en Buenos Aires?")
+    print(response.text)
+
+    if async_credential:
+        await async_credential.close()
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
diff --git a/pyproject.toml b/pyproject.toml
index 8a14d1c..2f164e3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,6 +13,7 @@ dependencies = [
     "aiohttp",
     "faker",
     "fastmcp",
+    "opentelemetry-exporter-otlp-proto-grpc",
     "agent-framework-core @ git+https://github.com/microsoft/agent-framework.git@98cd72839e4057d661a58092a3b013993264d834#subdirectory=python/packages/core",
     "agent-framework-devui @ git+https://github.com/microsoft/agent-framework.git@98cd72839e4057d661a58092a3b013993264d834#subdirectory=python/packages/devui",
 ]
diff --git a/uv.lock b/uv.lock
index 78c050a..c5e6835 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,6 +1,10 @@
 version = 1
 revision = 3
 requires-python = ">=3.10"
+resolution-markers = [
+    "python_full_version >= '3.13'",
+    "python_full_version < '3.13'",
+]
 
 [[package]]
 name = "agent-framework-core"
@@ -869,6 +873,79 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/9a/9a/e35b4a917281c0b8419d4207f4334c8e8c5dbf4f3f5f9ada73958d937dcc/frozenlist-1.8.0-py3-none-any.whl", hash = "sha256:0c18a16eab41e82c295618a77502e17b195883241c563b00f0aa5106fc4eaa0d", size = 13409, upload-time = "2025-10-06T05:38:16.721Z" },
 ]
 
+[[package]]
+name = "googleapis-common-protos"
+version = "1.72.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "protobuf" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e5/7b/adfd75544c415c487b33061fe7ae526165241c1ea133f9a9125a56b39fd8/googleapis_common_protos-1.72.0.tar.gz", hash = "sha256:e55a601c1b32b52d7a3e65f43563e2aa61bcd737998ee672ac9b951cd49319f5", size = 147433, upload-time = "2025-11-06T18:29:24.087Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c4/ab/09169d5a4612a5f92490806649ac8d41e3ec9129c636754575b3553f4ea4/googleapis_common_protos-1.72.0-py3-none-any.whl", hash = "sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038", size = 297515, upload-time = "2025-11-06T18:29:13.14Z" },
+]
+
+[[package]]
+name = "grpcio"
+version = "1.78.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/06/8a/3d098f35c143a89520e568e6539cc098fcd294495910e359889ce8741c84/grpcio-1.78.0.tar.gz", hash = "sha256:7382b95189546f375c174f53a5fa873cef91c4b8005faa05cc5b3beea9c4f1c5", size = 12852416, upload-time = "2026-02-06T09:57:18.093Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5a/a8/690a085b4d1fe066130de97a87de32c45062cf2ecd218df9675add895550/grpcio-1.78.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:7cc47943d524ee0096f973e1081cb8f4f17a4615f2116882a5f1416e4cfe92b5", size = 5946986, upload-time = "2026-02-06T09:54:34.043Z" },
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+    { url = "https://files.pythonhosted.org/packages/18/37/1ba32dccf0a324cc5ace744c44331e300b000a924bf14840f948c559ede7/grpcio-1.78.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:10a9a644b5dd5aec3b82b5b0b90d41c0fa94c85ef42cb42cf78a23291ddb5e7d", size = 6519964, upload-time = "2026-02-06T09:54:40.268Z" },
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