Abstract: A production insight pertaining to a code element within a code base is obtained. The production insight is determined based on data derived from a live production environment. The live production environment hosts a computer program product that is an executable program that is based on the code base. The code base is automatically updated to include a text that conveys the production insight with respect to the code element in a human-readable manner, wherein the code base is updated to include the text in a manner that does not affect a functionality of the executable program. In response to a user instruction, a generative Artificial Intelligence (AI) model is invoked to generate an outcome. The generative AI model is configured to analyze the code base or portion thereof and is enabled to utilize the production insight.