diff --git a/demos/use_cases/multi_frameworks/Dockerfile b/demos/use_cases/multi_agent_with_crewai_langchain/Dockerfile
similarity index 100%
rename from demos/use_cases/multi_frameworks/Dockerfile
rename to demos/use_cases/multi_agent_with_crewai_langchain/Dockerfile
diff --git a/demos/use_cases/multi_frameworks/README.md b/demos/use_cases/multi_agent_with_crewai_langchain/README.md
similarity index 100%
rename from demos/use_cases/multi_frameworks/README.md
rename to demos/use_cases/multi_agent_with_crewai_langchain/README.md
diff --git a/demos/use_cases/multi_frameworks/config.yaml b/demos/use_cases/multi_agent_with_crewai_langchain/config.yaml
similarity index 100%
rename from demos/use_cases/multi_frameworks/config.yaml
rename to demos/use_cases/multi_agent_with_crewai_langchain/config.yaml
diff --git a/demos/use_cases/multi_frameworks/crewai/flight_agent.py b/demos/use_cases/multi_agent_with_crewai_langchain/crewai/flight_agent.py
similarity index 100%
rename from demos/use_cases/multi_frameworks/crewai/flight_agent.py
rename to demos/use_cases/multi_agent_with_crewai_langchain/crewai/flight_agent.py
diff --git a/demos/use_cases/multi_frameworks/docker-compose.yaml b/demos/use_cases/multi_agent_with_crewai_langchain/docker-compose.yaml
similarity index 100%
rename from demos/use_cases/multi_frameworks/docker-compose.yaml
rename to demos/use_cases/multi_agent_with_crewai_langchain/docker-compose.yaml
diff --git a/demos/use_cases/multi_frameworks/langchain/weather_agent.py b/demos/use_cases/multi_agent_with_crewai_langchain/langchain/weather_agent.py
similarity index 99%
rename from demos/use_cases/multi_frameworks/langchain/weather_agent.py
rename to demos/use_cases/multi_agent_with_crewai_langchain/langchain/weather_agent.py
index 1341877d..c6dafd3a 100644
--- a/demos/use_cases/multi_frameworks/langchain/weather_agent.py
+++ b/demos/use_cases/multi_agent_with_crewai_langchain/langchain/weather_agent.py
@@ -100,7 +100,6 @@ If no city can be found, output: NOT_FOUND"""
                 )
 
                 location = response.choices[0].message.content.strip().strip("\"'`.,!?")
-                logger.info("Location extraction result: '%s'", location)
 
                 if not location or location.upper() == "NOT_FOUND":
                     location = "New York"
@@ -281,6 +280,7 @@ def build_weather_agent(
     request_id = request.headers.get("x-request-id")
     if request_id:
         extra_headers["x-request-id"] = request_id
+        logger.debug("Request ID set: [redacted]")
     inject(extra_headers, context=ctx)
 
     @tool("get_weather_forecast", args_schema=WeatherToolInput)
diff --git a/demos/use_cases/multi_frameworks/openai_protocol.py b/demos/use_cases/multi_agent_with_crewai_langchain/openai_protocol.py
similarity index 100%
rename from demos/use_cases/multi_frameworks/openai_protocol.py
rename to demos/use_cases/multi_agent_with_crewai_langchain/openai_protocol.py
diff --git a/demos/use_cases/multi_frameworks/pyproject.toml b/demos/use_cases/multi_agent_with_crewai_langchain/pyproject.toml
similarity index 100%
rename from demos/use_cases/multi_frameworks/pyproject.toml
rename to demos/use_cases/multi_agent_with_crewai_langchain/pyproject.toml
diff --git a/demos/use_cases/multi_frameworks/uv.lock b/demos/use_cases/multi_agent_with_crewai_langchain/uv.lock
similarity index 100%
rename from demos/use_cases/multi_frameworks/uv.lock
rename to demos/use_cases/multi_agent_with_crewai_langchain/uv.lock