Automated computer code timeline generation

A method, comprising:

• providing, by the one or more processors, to a client device, a graphical user interface of a cloud-based testing environment for testing a user of a client device during a testing period, the cloud-based testing environment configured to access, from one or more input devices of the client device, input data including keystroke data to generate a computer code for a client solution of a test problem;
• identifying, by one or more processors coupled with memory, from the input data obtained via the graphical user interface, a plurality of entries of a computer code for a client solution of a test problem, the client solution created using a client device during a testing period, each entry of the plurality of entries corresponding to a portion of the computer code associated with a timestamp of the plurality of timestamps within the testing period;
• generating, by the one or more processors, a filtered subset of the plurality of entries by applying, by the one or more processors, a filter to the plurality of entries, wherein the filtered subset has a first number of entries that is less than a second number of the plurality of entries, each entry of the subset selected based at least on a difference between a first timestamp of the entry and a second timestamp of a preceding entry of the subset that satisfies a time selection criteria or a difference between a first portion of the computer code of the entry and a second portion of the computer code of a preceding entry of the subset that satisfies a code selection criteria;
• generating, by the one or more processors, for each timestamp of each entry of the filtered subset of the plurality of entries, a time elapsed string indicative of a duration of time elapsed for the entry;
• generating, by the one or more processors, by inputting (i) one or more prompts and (ii) each entry of the subset of the plurality of entries and a corresponding time elapsed string for the entry into one or more generative artificial intelligence models, a timeline of events indicative of actions taken by the client during creation of the computer code for the client solution;
• and
• providing, by the one or more processors, the timeline of events and the actions for display.

A non-transitory computer-readable media having processor readable instructions, such that, when executed, causes at least one processor to:

• provide, to a client device, a graphical user interface of a cloud-based testing environment for testing a user of a client device during a testing period, the cloud-based testing environment configured to access, from one or more input devices of the client device, input data including keystroke data to generate a computer code for a client solution of a test problem;
• identify, from the input data obtained via the graphical user interface, a plurality of entries of the computer code for the client solution corresponding to a plurality of timestamps, each entry of the plurality of entries corresponding to a portion of the computer code associated with a timestamp of the plurality of timestamps within the testing period;
• generate a filtered subset of the plurality of entries by applying a filter to the plurality of entries, wherein the filtered subset has a first number of entries that is less than a second number of entries of the plurality of entries, each entry of the filtered subset selected based at least on:
• (i) a difference between a first timestamp of the entry and a second timestamp of a preceding entry of the subset that satisfies a time selection criteria;
• and
• (ii) a difference between a first portion of the computer code of the entry and a second portion of the computer code of a preceding entry of the subset that satisfies a code selection criteria;
• generate, for each timestamp of each entry of the filtered subset of the plurality of entries, a time elapsed string indicative of a duration of time elapsed for the entry;
• generate, by inputting (i) one or more prompts and (ii) each entry of the filtered subset of the plurality of entries and a corresponding time elapsed string for the entry into one or more generative artificial intelligence models, a timeline of events indicative of actions taken by the client during creation of the computer code for the client solution;
• and
• provide the timeline of events and the actions for display.