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Mqtt client Nrf9160 Module

My nrf9160 isn't responsive to the AT commands for MQTT mentioned here. I want to know why is that so?
I've put certificates in the module from AWS-Iot core and flashed at_client example inside the nrf9160 and trying to send AT#XMQTTCON command to connect it to the broker. 

Am I missing something or 
Is this a work in progress and these commands aren't available yet? 
I want to make use to this mqtt client to connect to AWS-IoT instead of doing in in the application, I suppose that'll be possible as well.

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  • NCS: v1.4.99, I suppose this is the latest.

    I tried with Serial LTE modem application as well. 
    Following the documentation, I send 

    AT#XMQTTCON=0,"nrf91","","","myAWSendpoint.com",8883,123
    ERROR

    On nrf connect desktop app I can see that signal strength is fine and the module is awake as well. 

    One weird thing is that on AWS-IoT core I can see that a connection was established in the Manage section where it shows connections graph.

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