Code risk analysis tool

A system, comprising:

• a processor coupled to a memory storing instructions that when executed by the processor perform the following operations:
• receiving a solution submitted by a first user to a task by way of a review portal, wherein the solution comprises programming code for a code review task initiated by a second user;
• analyzing the solution and one or more prior solutions the first user according to a set of predetermined rules that determine a likelihood of a fault if the programming code of the solution is merged with existing programming code from the second user, wherein analyzing the solution includes using a machine learning component to identify a line of code from the solution matching a second line of code from the one to more prior solutions that caused a fault;
• generating an analysis report including results of the analysis of the solution and the first user;
• and
• transmitting the analysis report for display to the second user in conjunction with the solution by way of the review portal,
• wherein the predetermined rules are determined based upon a coding language of the solution, and wherein the predetermined rules are updated based on analysis from the machine learning component.