diff --git a/demos/use_cases/travel_agents/README.md b/demos/use_cases/travel_agents/README.md
index cf3992da..9f7b28a5 100644
--- a/demos/use_cases/travel_agents/README.md
+++ b/demos/use_cases/travel_agents/README.md
@@ -1,6 +1,6 @@
 # Travel Booking Agent Demo
 
-A production-ready multi-agent travel booking system demonstrating Plano's intelligent agent routing. This demo showcases two specialized agents working together to help users plan trips with weather information and flight searches.
+A multi-agent travel booking system demonstrating Plano's intelligent agent routing and orchestration. This demo showcases two specialized agents working together to help users plan trips with weather information and flight searches.
 
 ## Overview
 
@@ -32,18 +32,13 @@ All agents use Plano's agent router to intelligently route user requests to the
 
 Create a `.env` file or export environment variables:
 
-```bash
-export AEROAPI_KEY="your-flightaware-api-key"  # Optional, demo key included
-```
-
-### 2. Start All Agents with Docker
+> **Note:** You'll need to obtain a FlightAware AeroAPI key for live flight data. Visit [https://www.flightaware.com/aeroapi/portal](https://www.flightaware.com/aeroapi/portal) to get your API key.
 
 ```bash
-chmod +x start_agents.sh
-./start_agents.sh
+export AEROAPI_KEY="your-flightaware-api-key"
 ```
 
-Or directly:
+### 2. Start All Agents & Plano with Docker
 
 ```bash
 docker compose up --build
@@ -53,50 +48,16 @@ This starts:
 - Weather Agent on port 10510
 - Flight Agent on port 10520
 - Open WebUI on port 8080
-
-### 3. Start Plano Orchestrator
-
-In a new terminal:
-
-```bash
-cd /path/to/travel_agents
-planoai up config.yaml
-# Or if installed with uv: uvx planoai up config.yaml
-```
-
-The gateway will start on port 8001 and route requests to the appropriate agents.
+- Plano Proxy on port 8001
 
 ### 4. Test the System
 
-**Option 1**: Use Open WebUI at http://localhost:8080
+Use Open WebUI at http://localhost:8080
 
-**Option 2**: Send requests directly to Plano Orchestrator:
-
-```bash
-curl http://localhost:8001/v1/chat/completions \
-  -H "Content-Type: application/json" \
-  -d '{
-    "model": "gpt-4o",
-    "messages": [
-      {"role": "user", "content": "What is the weather like in Paris?"}
-    ]
-  }'
-```
+> **Note:** The Open WebUI may take a few minutes to start up and be fully ready. Please wait for the container to finish initializing before accessing the interface. Once ready, make sure to select the **gpt-4o** model from the model dropdown menu in the UI.
 
 ## Example Conversations
 
-### Weather Query
-```
-User: What's the weather in Istanbul?
-Assistant: [Weather Agent provides current conditions and forecast]
-```
-
-### Flight Search
-```
-User: What flights go from London to Seattle?
-Assistant: [Flight Agent shows available flights with schedules and status]
-```
-
 ### Multi-Agent Conversation
 ```
 User: What's the weather in Istanbul?
@@ -108,7 +69,7 @@ Assistant: [Flight information from Istanbul to Seattle]
 
 The system understands context and pronouns, automatically routing to the right agent.
 
-### Multi-Intent Queries
+### Multi-Intent Single Query
 ```
 User: What's the weather in Seattle, and do any flights go direct to New York?
 Assistant: [Both weather_agent and flight_agent respond simultaneously]
@@ -116,20 +77,6 @@ Assistant: [Both weather_agent and flight_agent respond simultaneously]
   - Flight Agent: [Flight information from Seattle to New York]
 ```
 
-The orchestrator can select multiple agents simultaneously for queries containing multiple intents.
-
-## Agent Details
-
-### Weather Agent
-- **Port**: 10510
-- **API**: Open-Meteo (free, no API key)
-- **Capabilities**: Current weather, multi-day forecasts, temperature, conditions, sunrise/sunset
-
-### Flight Agent
-- **Port**: 10520
-- **API**: FlightAware AeroAPI
-- **Capabilities**: Real-time flight status, schedules, delays, gates, terminals, live tracking
-
 ## Architecture
 
 ```
@@ -138,12 +85,12 @@ The orchestrator can select multiple agents simultaneously for queries containin
     Plano (8001)
      [Orchestrator]
          |
-    ┌────┴────┐
-    ↓         ↓
-Weather    Flight
-Agent      Agent
-(10510)    (10520)
-[Docker]   [Docker]
+    ┌────┴──-──┐
+    ↓          ↓
+ Weather     Flight
+  Agent       Agent
+ (10510)     (10520)
+ [Docker]    [Docker]
 ```
 
 ```
@@ -155,58 +102,3 @@ Each agent:
 4. Streams response back to user
 
 Both agents run as Docker containers and communicate with Plano via `host.docker.internal`.
-
-## Project Structure
-
-```
-travel_agents/
-├── config.yaml          # Plano configuration
-├── docker-compose.yaml       # Docker services orchestration
-├── Dockerfile               # Multi-agent container image
-├── start_agents.sh          # Quick start script
-├── pyproject.toml           # Python dependencies
-└── src/
-    └── travel_agents/
-        ├── __init__.py      # CLI entry point
-        ├── weather_agent.py # Weather forecast agent (multi-day support)
-        └── flight_agent.py  # Flight information agent
-```
-
-## Configuration Files
-
-### config.yaml
-
-Defines the two agents, their descriptions, and routing configuration. The agent router uses these descriptions to intelligently route requests.
-
-### docker-compose.yaml
-
-Orchestrates the deployment of:
-- Weather Agent (builds from Dockerfile)
-- Flight Agent (builds from Dockerfile)
-- Open WebUI (for testing)
-- Jaeger (for distributed tracing)
-
-## Troubleshooting
-
-**Docker containers won't start**
-- Verify Docker and Docker Compose are installed
-- Check that ports 10510, 10520, 8080 are available
-- Review container logs: `docker compose logs weather-agent` or `docker compose logs flight-agent`
-
-**Plano won't start**
-- Verify Plano is installed: `plano --version`
-- Ensure you're in the travel_agents directory
-- Check config.yaml is valid
-
-**No response from agents**
-- Verify all containers are running: `docker compose ps`
-- Check that Plano is running on port 8001
-- Review agent logs: `docker compose logs -f`
-- Verify `host.docker.internal` resolves correctly (should point to host machine)
-
-## API Endpoints
-
-All agents expose OpenAI-compatible chat completion endpoints:
-
-- `POST /v1/chat/completions` - Chat completion endpoint
-- `GET /health` - Health check endpoint