Optimization of a dynamic coding tool based on real-time analysis and visualization of coding metrics

A system comprising:

• a memory storing instructions;
• one or more communication interfaces;
• and
• one or more hardware processors coupled to the memory via the one or more communication interfaces, wherein the one or more hardware processors are configured by the instructions to:
• receive an input coding stream and a plurality of metadata associated with the input coding stream from one or more users in an integrated development environment for a dynamic code analysis application program, wherein the dynamic code analysis application program comprises an extension program, one or more plugin software components, and a plurality of coding tools;
• enable the one or more users to perform one or more activities on the input coding stream in the integrated development environment;
• monitor in real time an impact of the one or more activities on the input coding stream to identify a set of coding events in the input coding stream and obtaining a timestamp information associated with the set of coding events;
• modify the input coding stream based on the set of coding events to obtain a modified input coding stream;
• segregate the modified input coding stream into a first set of data and a second set of data using a metadata analyzer, wherein the first set of data is obtained when one or more modifications are performed on the input coding stream by a plurality of artificial intelligence-assisted coding applications, and wherein the second set of data is obtained when one or more modifications are performed on the input coding stream by a plurality of user-assisted coding applications;
• obtain a first set of metrics by processing the first set of data and the second set of data using one or more data processing techniques;
• aggregate the first set of metrics for a predefined time interval to obtain a second set of metrics;
• generate an output data pertaining to the modified input coding stream in accordance with the first set of metrics and the second set of metrics;
• and
• provide an in-depth visualization of (i) the output data, (ii) the first set of metrics and (iii) the second set of metrics to the one or more users in the integrated development environment.

One or more non-transitory machine-readable information storage mediums comprising one or more instructions which when executed by one or more hardware processors cause:

• receiving an input coding stream and a plurality of metadata associated with the input coding stream from one or more users in an integrated development environment for a dynamic code analysis application program, wherein the dynamic code analysis application program comprises an extension program, one or more plugin software components, and a plurality of coding tools;
• enabling the one or more users to perform one or more activities on the input coding stream in the integrated development environment;
• monitoring in real time, an impact of the one or more activities on the input coding stream to identify a set of coding events in the input coding stream and obtaining a timestamp information associated with the set of coding events;
• modifying the input coding stream based on the set of coding events to obtain a modified input coding stream;
• segregating the modified input coding stream into a first set of data and a second set of data using a metadata analyzer, wherein the first set of data is obtained when one or more modifications are performed on the input coding stream by a plurality of artificial intelligence-assisted coding applications, and wherein the second set of data is obtained when one or more modifications are performed on the input coding stream by a plurality of user-assisted coding applications;
• obtaining a first set of metrics by processing the first set of data and the second set of data using one or more data processing techniques;
• aggregating the first set of metrics for a predefined time interval to obtain a second set of metrics;
• generating, an output data pertaining to the modified input coding stream in accordance with the first set of metrics and the second set of metrics;
• and
• providing, an in-depth visualization of (i) the output data, (ii) the first set of metrics and (iii) the second set of metrics to the one or more users in the integrated development environment.