Focus on the feedback system

[NubleX]

A good next step would be to focus on the feedback system since this component will complete the loop by enabling real-time responses based on the processed data. Specifically, we can build the following elements for the feedback system:

1. Feedback Mechanism:

   • Set up functions that send commands to IoT devices (like traffic lights or connected vehicles) based on data outputs.
   • Implement automated feedback triggers that respond to specific conditions (e.g., congestion detection triggers traffic signal changes).

2. API Endpoints for Control Commands:

   • Build API endpoints to handle control commands that other systems (like a traffic management center) could use to interact with traffic devices.
   • These APIs would allow external applications or administrators to send specific commands or override automated actions when needed.

3. Integration with Data Processing:

   • Link the processing output to the feedback system. For example, when certain thresholds or conditions are met in the data processing layer (like vehicle density crossing a limit), the feedback system will automatically trigger actions.

4. Testing:

   • Use unit tests and mock functions to simulate feedback responses in a controlled environment, ensuring that commands are sent correctly and in a timely manner.

[NubleX]

Will work in the /src/feedback folder

[NubleX]

Done... for now :)