So here’s a fun one I stumbled upon - Macroscope, an ai-powered code review tool designed to help manage large scale coding projects more efficiently Imagine having your very own crystal ball into the depth of your codebase! Kayvon Beykpour (CEO & founder) gave me some insights on it. First off: AI tools can't replace us humans just yet, but they sure as heck make our lives easier when reviewing PRs They efficiently and effectively debug the issues while we step in to double-check their work for high signal-to noise ratio code reviews! Neat huh? Plus it increases visibility through summarization at abstract syntax tree level - just what every developer needs after a long day of coding. Got any thoughts or feedback on this from personal experience with similar tools, fellow coders?! Let's hear 'em and share the knowledge
Source:
https://stackoverflow.blog/2025/12/09/ai-is-a-crystal-ball-into-your-codebase/