Systems and methods for automated application deployment

A computing device, comprising:

• a processor;
• and
• memory storing instructions that, when executed by the one or more processors, cause the computing device to:
• obtain application data comprising source code;
• determine at least one feature in the source code of the application data;
• calculate at least one source code deployment score based on the at least one feature, wherein the at least one source code deployment score indicates a probabilistic likelihood that modifying the at least one feature would improve suitability of the application data for deployment in a distributed computing system;
• determine a deployment strategy based on the at least one source code deployment score, wherein the deployment strategy comprises replatforming when the at least one source code deployment score is above a scoring threshold for the source code and comprises rearchitechting when the at least one source code deployment score is below the scoring threshold for the source code;
• deploy, to the distributed computing system, by a software deployment server system, the application data comprising the source code based on the deployment strategy, wherein the distributed computing system provides a computing environment capable of executing a software application generated based on the source code of the application data;
• and
• automatically initializing, by the software deployment server system, the computing environment, wherein initializing comprises dynamically managing an allocated set of resources of the computing environment with load balancers and scalers.

A non-transitory machine-readable medium storing instructions that, when executed by one or more processors, cause the one or more processors to perform steps comprising:

• obtaining source code for a software application;
• determining at least one feature in the source code;
• calculating at least one deployment score for the source code based on the at least one feature;
• determining a deployment strategy based on the at least one deployment score, wherein:
• the deployment strategy comprises deployment when the at least one deployment score is above a threshold,
• the deployment strategy comprises rearchitechting when the at least one source code deployment score is below the scoring threshold for the source code, and
• the deployment strategy comprises a set of recommended modifications to the source code of the software application;
• deploying, to a distributed computing system, by a software deployment server system, the software application based on the deployment strategy when the at least one deployment score is above the threshold, wherein the distributed computing system provides a computing environment capable of executing the software application generated based on the source code of the software application;
• retiring the software application when the at least one deployment score is below the threshold;
• and
• automatically initializing, by the software deployment server system, the computing environment, wherein initializing comprises dynamically managing an allocated set of resources of the computing environment with load balancers or scalers.