Purpose

• This pull request introduces several updates across multiple files, focusing on optimizing logging practices, enhancing Azure monitoring integration, and improving error tracking. The changes streamline debugging, remove redundant prints, and ensure better observability in the application.

Logging and Error Tracking Enhancements:

• src/backend/app_kernel.py: Replaced print statements with proper logging or tracking mechanisms, such as track_event_if_configured, to improve error observability and ensure consistent logging practices. [1] [2] [3]
• src/backend/handlers/runtime_interrupt_kernel.py: Removed unnecessary print statements in various methods, including on_message, get_messages, and register_handlers, to clean up the code and reduce clutter. [1] [2] [3]

Azure Monitoring Integration:

• src/backend/app_kernel.py: Added configure_azure_monitor for Application Insights integration, ensuring better monitoring capabilities for Azure services. Updated the logic to configure Application Insights based on environment variables. [1] [2]

Code Cleanup:

• src/backend/kernel_tools/product_tools.py: Removed redundant print statements across multiple methods, such as check_inventory, update_inventory, and generate_product_report, to streamline the code and focus on returning meaningful outputs. [1] [2] [3]

Configuration Updates:

• .github/workflows/deploy.yml: Increased GPT_MIN_CAPACITY from 50 to 140 to adjust resource allocation for the deployment workflow.

Does this introduce a breaking change?

• Yes
• No

How to Test

• Get the code

git clone [repo-address]
cd [repo-name]
git checkout [branch-name]
npm install

• Test the code

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Other Information