CodeStory: SOTA SWE is a VSCode extension based on a proxy framework that handles complex tasks within codebases, executes terminal commands, and supports custom API keys. This plugin represents the current trend of automation and intelligence in software development, significantly improving development efficiency by reducing repetitive tasks. It is a free tool essential for developers seeking to enhance coding efficiency and quality.