diff --git a/src/backend/app_kernel.py b/src/backend/app_kernel.py
index 5275f7ad..29417ce3 100644
--- a/src/backend/app_kernel.py
+++ b/src/backend/app_kernel.py
@@ -137,9 +137,8 @@ async def input_task_endpoint(input_task: InputTask, request: Request):
         # Convert input task to JSON for the kernel function, add user_id here
 
         # Use the planner to handle the task
-        result = await group_chat_manager.handle_input_task(input_task)
+        await group_chat_manager.handle_input_task(input_task)
 
-        print(f"Result: {result}")
         # Get plan from memory store
         plan = await memory_store.get_plan_by_session(input_task.session_id)
 
@@ -176,7 +175,6 @@ async def input_task_endpoint(input_task: InputTask, request: Request):
         }
 
     except Exception as e:
-        logging.exception(f"Error handling input task: {e}")
         track_event_if_configured(
             "InputTaskError",
             {
@@ -779,18 +777,17 @@ async def delete_all_messages(request: Request) -> Dict[str, str]:
     authenticated_user = get_authenticated_user_details(request_headers=request.headers)
     user_id = authenticated_user["user_principal_id"]
     if not user_id:
+        track_event_if_configured(
+            "UserIdNotFound", {"status_code": 400, "detail": "no user"}
+        )
         raise HTTPException(status_code=400, detail="no user")
 
     # Initialize memory context
     kernel, memory_store = await initialize_runtime_and_context("", user_id)
 
-    logging.info("Deleting all plans")
     await memory_store.delete_all_items("plan")
-    logging.info("Deleting all sessions")
     await memory_store.delete_all_items("session")
-    logging.info("Deleting all steps")
     await memory_store.delete_all_items("step")
-    logging.info("Deleting all agent_messages")
     await memory_store.delete_all_items("agent_message")
 
     # Clear the agent factory cache
@@ -840,6 +837,9 @@ async def get_all_messages(request: Request):
     authenticated_user = get_authenticated_user_details(request_headers=request.headers)
     user_id = authenticated_user["user_principal_id"]
     if not user_id:
+        track_event_if_configured(
+            "UserIdNotFound", {"status_code": 400, "detail": "no user"}
+        )
         raise HTTPException(status_code=400, detail="no user")
 
     # Initialize memory context
diff --git a/src/backend/context/cosmos_memory_kernel.py b/src/backend/context/cosmos_memory_kernel.py
index 7893e8bc..6a1b5a1c 100644
--- a/src/backend/context/cosmos_memory_kernel.py
+++ b/src/backend/context/cosmos_memory_kernel.py
@@ -84,7 +84,6 @@ async def initialize(self):
                 id=self._cosmos_container,
                 partition_key=PartitionKey(path="/session_id"),
             )
-            logging.info("Successfully connected to CosmosDB")
         except Exception as e:
             logging.error(
                 f"Failed to initialize CosmosDB container: {e}. Continuing without CosmosDB for testing."
diff --git a/src/backend/handlers/runtime_interrupt_kernel.py b/src/backend/handlers/runtime_interrupt_kernel.py
index 2965457a..6d3d4ea1 100644
--- a/src/backend/handlers/runtime_interrupt_kernel.py
+++ b/src/backend/handlers/runtime_interrupt_kernel.py
@@ -55,10 +55,6 @@ async def on_message(
         Returns:
             The original message (for pass-through functionality)
         """
-        print(
-            f"NeedsUserInputHandler received message: {message} from sender: {sender_type}/{sender_key}"
-        )
-
         if isinstance(message, GetHumanInputMessage):
             self.question_for_human = message
             self.messages.append(
@@ -67,7 +63,6 @@ async def on_message(
                     "content": message.content,
                 }
             )
-            print("Captured question for human in NeedsUserInputHandler")
         elif isinstance(message, GroupChatMessage):
             # Ensure we extract content consistently with the original implementation
             content = (
@@ -81,7 +76,6 @@ async def on_message(
                     "content": content,
                 }
             )
-            print(f"Captured group chat message in NeedsUserInputHandler - {message}")
         elif isinstance(message, dict) and "content" in message:
             # Handle messages directly from AzureAIAgent
             self.question_for_human = GetHumanInputMessage(content=message["content"])
@@ -91,7 +85,6 @@ async def on_message(
                     "content": message["content"],
                 }
             )
-            print("Captured question from AzureAIAgent in NeedsUserInputHandler")
 
         return message
 
@@ -111,7 +104,6 @@ def get_messages(self) -> List[Dict[str, Any]]:
         """Get captured messages and clear buffer."""
         messages = self.messages.copy()
         self.messages.clear()
-        print("Returning and clearing captured messages in NeedsUserInputHandler")
         return messages
 
 
@@ -133,10 +125,6 @@ async def on_message(self, message: Any, sender_type: str = None) -> Any:
         Returns:
             The original message (for pass-through functionality)
         """
-        print(
-            f"on_message called in AssistantResponseHandler with message from sender: {sender_type} - {message}"
-        )
-
         if hasattr(message, "body") and sender_type in ["writer", "editor"]:
             # Ensure we're handling the content consistently with the original implementation
             self.assistant_response = (
@@ -144,13 +132,9 @@ async def on_message(self, message: Any, sender_type: str = None) -> Any:
                 if hasattr(message.body, "content")
                 else str(message.body)
             )
-            print("Assistant response set in AssistantResponseHandler")
         elif isinstance(message, dict) and "value" in message and sender_type:
             # Handle message from AzureAIAgent
             self.assistant_response = message["value"]
-            print(
-                "Assistant response from AzureAIAgent set in AssistantResponseHandler"
-            )
 
         return message
 
@@ -158,13 +142,11 @@ async def on_message(self, message: Any, sender_type: str = None) -> Any:
     def has_response(self) -> bool:
         """Check if response is available."""
         has_response = self.assistant_response is not None
-        print(f"has_response called, returning: {has_response}")
         return has_response
 
     def get_response(self) -> Optional[str]:
         """Get captured response."""
         response = self.assistant_response
-        print(f"get_response called, returning: {response}")
         return response
 
 
@@ -201,7 +183,6 @@ def register_handlers(kernel: sk.Kernel, session_id: str) -> tuple:
     kernel.set_variable(f"input_handler_{session_id}", user_input_handler)
     kernel.set_variable(f"response_handler_{session_id}", assistant_handler)
 
-    print(f"Registered handlers for session {session_id} with kernel")
     return user_input_handler, assistant_handler
 
 
diff --git a/src/backend/kernel_tools/product_tools.py b/src/backend/kernel_tools/product_tools.py
index 3e43a1fa..5a30dee3 100644
--- a/src/backend/kernel_tools/product_tools.py
+++ b/src/backend/kernel_tools/product_tools.py
@@ -92,7 +92,6 @@ async def check_inventory(product_name: str) -> str:
         inventory_status = (
             f"## Inventory Status\nInventory status for **'{product_name}'** checked."
         )
-        print(inventory_status)
         return inventory_status
 
     @staticmethod
@@ -102,7 +101,7 @@ async def check_inventory(product_name: str) -> str:
     async def update_inventory(product_name: str, quantity: int) -> str:
         """Update the inventory quantity for a specific product."""
         message = f"## Inventory Update\nInventory for **'{product_name}'** updated by **{quantity}** units."
-        print(message)
+
         return message
 
     @staticmethod
@@ -114,7 +113,7 @@ async def add_new_product(
     ) -> str:
         """Add a new product to the inventory."""
         message = f"## New Product Added\nNew product added with details:\n\n{product_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -124,7 +123,7 @@ async def add_new_product(
     async def update_product_price(product_name: str, price: float) -> str:
         """Update the price of a specific product."""
         message = f"## Price Update\nPrice for **'{product_name}'** updated to **${price:.2f}**."
-        print(message)
+
         return message
 
     @staticmethod
@@ -132,7 +131,7 @@ async def update_product_price(product_name: str, price: float) -> str:
     async def schedule_product_launch(product_name: str, launch_date: str) -> str:
         """Schedule a product launch on a specific date."""
         message = f"## Product Launch Scheduled\nProduct **'{product_name}'** launch scheduled on **{launch_date}**."
-        print(message)
+
         return message
 
     @staticmethod
@@ -142,7 +141,7 @@ async def schedule_product_launch(product_name: str, launch_date: str) -> str:
     async def analyze_sales_data(product_name: str, time_period: str) -> str:
         """Analyze sales data for a product over a given time period."""
         analysis = f"## Sales Data Analysis\nSales data for **'{product_name}'** over **{time_period}** analyzed."
-        print(analysis)
+
         return analysis
 
     @staticmethod
@@ -150,7 +149,7 @@ async def analyze_sales_data(product_name: str, time_period: str) -> str:
     async def get_customer_feedback(product_name: str) -> str:
         """Retrieve customer feedback for a specific product."""
         feedback = f"## Customer Feedback\nCustomer feedback for **'{product_name}'** retrieved."
-        print(feedback)
+
         return feedback
 
     @staticmethod
@@ -163,7 +162,7 @@ async def manage_promotions(
     ) -> str:
         """Manage promotions for a specific product."""
         message = f"## Promotion Managed\nPromotion for **'{product_name}'** managed with details:\n\n{promotion_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -176,7 +175,7 @@ async def coordinate_with_marketing(
     ) -> str:
         """Coordinate with the marketing team for a product."""
         message = f"## Marketing Coordination\nCoordinated with marketing for **'{product_name}'** campaign:\n\n{campaign_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -188,7 +187,7 @@ async def review_product_quality(product_name: str) -> str:
         review = (
             f"## Quality Review\nQuality review for **'{product_name}'** completed."
         )
-        print(review)
+
         return review
 
     @staticmethod
@@ -198,7 +197,7 @@ async def review_product_quality(product_name: str) -> str:
     async def handle_product_recall(product_name: str, recall_reason: str) -> str:
         """Handle a product recall for a specific product."""
         message = f"## Product Recall\nProduct recall for **'{product_name}'** initiated due to:\n\n{recall_reason}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -210,7 +209,7 @@ async def provide_product_recommendations(
     ) -> str:
         """Provide product recommendations based on customer preferences."""
         recommendations = f"## Product Recommendations\nProduct recommendations based on preferences **'{customer_preferences}'** provided."
-        print(recommendations)
+
         return recommendations
 
     @staticmethod
@@ -218,7 +217,7 @@ async def provide_product_recommendations(
     async def generate_product_report(product_name: str, report_type: str) -> str:
         """Generate a report for a specific product."""
         report = f"## {report_type} Report\n{report_type} report for **'{product_name}'** generated."
-        print(report)
+
         return report
 
     @staticmethod
@@ -228,7 +227,7 @@ async def generate_product_report(product_name: str, report_type: str) -> str:
     async def manage_supply_chain(product_name: str, supplier_name: str) -> str:
         """Manage supply chain activities for a specific product."""
         message = f"## Supply Chain Management\nSupply chain for **'{product_name}'** managed with supplier **'{supplier_name}'**."
-        print(message)
+
         return message
 
     @staticmethod
@@ -238,7 +237,7 @@ async def manage_supply_chain(product_name: str, supplier_name: str) -> str:
     async def track_product_shipment(product_name: str, tracking_number: str) -> str:
         """Track the shipment of a specific product."""
         status = f"## Shipment Tracking\nShipment for **'{product_name}'** with tracking number **'{tracking_number}'** tracked."
-        print(status)
+
         return status
 
     @staticmethod
@@ -248,7 +247,7 @@ async def track_product_shipment(product_name: str, tracking_number: str) -> str
     async def set_reorder_level(product_name: str, reorder_level: int) -> str:
         """Set the reorder level for a specific product."""
         message = f"## Reorder Level Set\nReorder level for **'{product_name}'** set to **{reorder_level}** units."
-        print(message)
+
         return message
 
     @staticmethod
@@ -258,7 +257,7 @@ async def set_reorder_level(product_name: str, reorder_level: int) -> str:
     async def monitor_market_trends() -> str:
         """Monitor market trends relevant to products."""
         trends = "## Market Trends\nMarket trends monitored and data updated."
-        print(trends)
+
         return trends
 
     @staticmethod
@@ -268,7 +267,7 @@ async def develop_new_product_ideas(
     ) -> str:
         """Develop new product ideas."""
         message = f"## New Product Idea\nNew product idea developed:\n\n{idea_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -281,7 +280,7 @@ async def collaborate_with_tech_team(
     ) -> str:
         """Collaborate with the tech team for product development."""
         message = f"## Tech Team Collaboration\nCollaborated with tech team on **'{product_name}'**:\n\n{collaboration_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -291,7 +290,7 @@ async def collaborate_with_tech_team(
     async def update_product_description(product_name: str, description: str) -> str:
         """Update the description of a specific product."""
         message = f"## Product Description Updated\nDescription for **'{product_name}'** updated to:\n\n{description}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -301,7 +300,7 @@ async def set_product_discount(
     ) -> str:
         """Set a discount for a specific product."""
         message = f"## Discount Set\nDiscount for **'{product_name}'** set to **{discount_percentage}%**."
-        print(message)
+
         return message
 
     @staticmethod
@@ -311,7 +310,7 @@ async def set_product_discount(
     async def manage_product_returns(product_name: str, return_reason: str) -> str:
         """Manage returns for a specific product."""
         message = f"## Product Return Managed\nReturn for **'{product_name}'** managed due to:\n\n{return_reason}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -319,7 +318,7 @@ async def manage_product_returns(product_name: str, return_reason: str) -> str:
     async def conduct_product_survey(product_name: str, survey_details: str) -> str:
         """Conduct a survey for a specific product."""
         message = f"## Product Survey Conducted\nSurvey for **'{product_name}'** conducted with details:\n\n{survey_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -331,7 +330,7 @@ async def handle_product_complaints(
     ) -> str:
         """Handle complaints for a specific product."""
         message = f"## Product Complaint Handled\nComplaint for **'{product_name}'** handled with details:\n\n{complaint_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -343,7 +342,7 @@ async def update_product_specifications(
     ) -> str:
         """Update the specifications for a specific product."""
         message = f"## Product Specifications Updated\nSpecifications for **'{product_name}'** updated to:\n\n{specifications}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -355,7 +354,7 @@ async def organize_product_photoshoot(
     ) -> str:
         """Organize a photoshoot for a specific product."""
         message = f"## Product Photoshoot Organized\nPhotoshoot for **'{product_name}'** organized on **{photoshoot_date}**."
-        print(message)
+
         return message
 
     @staticmethod
@@ -365,7 +364,7 @@ async def organize_product_photoshoot(
     async def manage_product_listing(product_name: str, listing_details: str) -> str:
         """Manage the listing of a specific product on e-commerce platforms."""
         message = f"## Product Listing Managed\nListing for **'{product_name}'** managed with details:\n\n{listing_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -374,7 +373,7 @@ async def set_product_availability(product_name: str, availability: bool) -> str
         """Set the availability status of a specific product."""
         status = "available" if availability else "unavailable"
         message = f"## Product Availability Set\nProduct **'{product_name}'** is now **{status}**."
-        print(message)
+
         return message
 
     @staticmethod
@@ -386,7 +385,7 @@ async def coordinate_with_logistics(
     ) -> str:
         """Coordinate with the logistics team for a specific product."""
         message = f"## Logistics Coordination\nCoordinated with logistics for **'{product_name}'** with details:\n\n{logistics_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -399,7 +398,7 @@ async def calculate_product_margin(
         """Calculate the profit margin for a specific product."""
         margin = ((selling_price - cost_price) / selling_price) * 100
         message = f"## Profit Margin Calculated\nProfit margin for **'{product_name}'** calculated at **{margin:.2f}%**."
-        print(message)
+
         return message
 
     @staticmethod
@@ -409,7 +408,7 @@ async def calculate_product_margin(
     async def update_product_category(product_name: str, category: str) -> str:
         """Update the category of a specific product."""
         message = f"## Product Category Updated\nCategory for **'{product_name}'** updated to:\n\n{category}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -420,7 +419,7 @@ async def manage_product_bundles(bundle_name: str, product_list: List[str]) -> s
         """Manage product bundles."""
         products = ", ".join(product_list)
         message = f"## Product Bundle Managed\nProduct bundle **'{bundle_name}'** managed with products:\n\n{products}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -432,7 +431,7 @@ async def optimize_product_page(
     ) -> str:
         """Optimize the product page for better performance."""
         message = f"## Product Page Optimized\nProduct page for **'{product_name}'** optimized with details:\n\n{optimization_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -442,7 +441,7 @@ async def optimize_product_page(
     async def monitor_product_performance(product_name: str) -> str:
         """Monitor the performance of a specific product."""
         message = f"## Product Performance Monitored\nPerformance for **'{product_name}'** monitored."
-        print(message)
+
         return message
 
     @staticmethod
@@ -452,7 +451,7 @@ async def monitor_product_performance(product_name: str) -> str:
     async def handle_product_pricing(product_name: str, pricing_strategy: str) -> str:
         """Handle pricing strategy for a specific product."""
         message = f"## Pricing Strategy Set\nPricing strategy for **'{product_name}'** set to:\n\n{pricing_strategy}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -462,7 +461,7 @@ async def create_training_material(
     ) -> str:
         """Develop training material for a specific product."""
         message = f"## Training Material Developed\nTraining material for **'{product_name}'** developed:\n\n{training_material}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -472,7 +471,7 @@ async def create_training_material(
     async def update_product_labels(product_name: str, label_details: str) -> str:
         """Update labels for a specific product."""
         message = f"## Product Labels Updated\nLabels for **'{product_name}'** updated with details:\n\n{label_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -482,7 +481,7 @@ async def update_product_labels(product_name: str, label_details: str) -> str:
     async def manage_product_warranty(product_name: str, warranty_details: str) -> str:
         """Manage the warranty for a specific product."""
         message = f"## Product Warranty Managed\nWarranty for **'{product_name}'** managed with details:\n\n{warranty_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -492,7 +491,7 @@ async def manage_product_warranty(product_name: str, warranty_details: str) -> s
     async def forecast_product_demand(product_name: str, forecast_period: str) -> str:
         """Forecast demand for a specific product."""
         message = f"## Demand Forecast\nDemand for **'{product_name}'** forecasted for **{forecast_period}**."
-        print(message)
+
         return message
 
     @staticmethod
@@ -504,7 +503,7 @@ async def handle_product_licensing(
     ) -> str:
         """Handle licensing for a specific product."""
         message = f"## Product Licensing Handled\nLicensing for **'{product_name}'** handled with details:\n\n{licensing_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -516,7 +515,7 @@ async def manage_product_packaging(
     ) -> str:
         """Manage packaging for a specific product."""
         message = f"## Product Packaging Managed\nPackaging for **'{product_name}'** managed with details:\n\n{packaging_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -528,7 +527,7 @@ async def set_product_safety_standards(
     ) -> str:
         """Set safety standards for a specific product."""
         message = f"## Safety Standards Set\nSafety standards for **'{product_name}'** set to:\n\n{safety_standards}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -538,7 +537,7 @@ async def set_product_safety_standards(
     async def develop_product_features(product_name: str, features_details: str) -> str:
         """Develop new features for a specific product."""
         message = f"## New Features Developed\nNew features for **'{product_name}'** developed with details:\n\n{features_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -550,7 +549,7 @@ async def evaluate_product_performance(
     ) -> str:
         """Evaluate the performance of a specific product."""
         message = f"## Product Performance Evaluated\nPerformance of **'{product_name}'** evaluated based on:\n\n{evaluation_criteria}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -560,7 +559,7 @@ async def evaluate_product_performance(
     async def manage_custom_product_orders(order_details: str) -> str:
         """Manage custom orders for a specific product."""
         message = f"## Custom Product Order Managed\nCustom product order managed with details:\n\n{order_details}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -571,7 +570,7 @@ async def update_product_images(product_name: str, image_urls: List[str]) -> str
         """Update images for a specific product."""
         images = ", ".join(image_urls)
         message = f"## Product Images Updated\nImages for **'{product_name}'** updated:\n\n{images}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -581,7 +580,7 @@ async def update_product_images(product_name: str, image_urls: List[str]) -> str
     async def handle_product_obsolescence(product_name: str) -> str:
         """Handle the obsolescence of a specific product."""
         message = f"## Product Obsolescence Handled\nObsolescence for **'{product_name}'** handled."
-        print(message)
+
         return message
 
     @staticmethod
@@ -591,7 +590,7 @@ async def handle_product_obsolescence(product_name: str) -> str:
     async def manage_product_sku(product_name: str, sku: str) -> str:
         """Manage SKU for a specific product."""
         message = f"## SKU Managed\nSKU for **'{product_name}'** managed:\n\n{sku}"
-        print(message)
+
         return message
 
     @staticmethod
@@ -603,7 +602,7 @@ async def provide_product_training(
     ) -> str:
         """Provide training for a specific product."""
         message = f"## Product Training Provided\nTraining for **'{product_name}'** provided with details:\n\n{training_session_details}"
-        print(message)
+
         return message
 
     # This function does NOT have the kernel_function annotation
diff --git a/src/backend/middleware/health_check.py b/src/backend/middleware/health_check.py
index b3207cfc..5df526cc 100644
--- a/src/backend/middleware/health_check.py
+++ b/src/backend/middleware/health_check.py
@@ -53,7 +53,6 @@ async def check(self) -> HealthCheckSummary:
 
         for name, check in self.checks.items():
             if not name or not check:
-                logging.warning(f"Check '{name}' is not valid")
                 continue
             try:
                 if not callable(check) or not hasattr(check, "__await__"):