Code Generation Platform with Debugger

A system comprising:

• at least one data processor;
• and
• memory storing instructions which, when executed by the at least one data processor, result in operations comprising:
• receiving data comprising a plurality of execution traces of a sample data set and a corresponding logic tree, the logic tree comprising a hierarchical representation of a plurality of instructions for an application, the execution traces comprising results of the logic tree being applied to the sample data set;
• polling a repository to obtain a baseline logic tree corresponding to the sample data set;
• identifying differences between each of the execution traces and the baseline logic tree;
• receiving a plurality of debugging requests;
• and
• providing information responsive to the debugging requests based on the identified differences.

A non-transitory computer program product storing instructions which, when executed by at least one computing device, result in operations comprising:

• receiving, by an omniscient debugger, data comprising a plurality of execution traces of a sample data set and a corresponding logic tree, the logic tree comprising a hierarchical representation of a plurality of instructions for an application, the execution traces comprising results of the logic tree being applied to the sample data set;
• polling, by the omniscient debugger, a repository to obtain a baseline corresponding to the sample data set;
• identifying, by the omniscient debugger, differences between each of the execution traces and the baseline;
• receiving, by the omniscient debugger, a plurality of debugging requests;
• and
• providing, by the omniscient debugger, information responsive to the debugging requests based on the identified differences.