Systems and methods for a testing pipeline of code generation artificial intelligence agents

A system for operating a structured testing pipeline for validating a code generation artificial intelligence (AI) agent, the system comprising:

• a memory storing the code generation AI agent and a code testing AI agent, and a plurality of processor-executable instructions for operating the code generation AI agent and the code testing AI agent;
• one or more processors executing the instructions to perform operations comprising:
• obtaining, from the code generation AI agent, a suite of software source code files;
• decomposing, by the code testing AI agent, at least one code test file into one or more test components;
• generating, by the code testing AI agent, coverage information indicating a coverage percentage that each of the one or more test component covers at least one software source code file;
• generating, by the code testing AI agent, a test code by performing at least one of:
• predicting one or more masked elements in an assertion statement of a test component,
• completing the test code based on a given function of at least one software source code file, or
• completing the test code that covers one or more code blocks in one or more software source code files;
• evaluating the code testing AI agent based at least on an execution result of the test code;
• performing software testing, by the validated code testing AI agent, the suite of software source code files;
• and
• deploying the suite of software source code files on a computing environment.

A non-statutory processor-readable medium storing a plurality of processor-executable instructions for operating a structured testing pipeline for validating a code generation artificial intelligence (AI) agent, the instructions being executed by one or more processors to perform operations comprising:

• obtaining, from the code generation AI agent, a suite of software source code files;
• decomposing, by a code testing AI agent, at least one code test file into one or more test components;
• generating, by the code testing AI agent, coverage information indicating a coverage percentage that each of the one or more test component covers at least one software source code file;
• generating, by the code testing AI agent, a test code by performing at least one of:
• predicting one or more masked elements in an assertion statement of a test component,
• completing the test code based on a given function of at least one software source code file, or
• completing the test code that covers one or more code blocks in one or more software source code files;
• evaluating the code testing AI agent based at least on an execution result of the test code;
• performing software testing, by the validated code testing AI agent, the suite of software source code files;
• and
• deploying the suite of software source code files on a computing environment.