According to Replit, Ghostwriter works by using a large language model trained on millions of lines of publicly available code.Ghostwriter includes four main components: Complete Code (which analyzes what you've written and suggests continuations), Generate Code (which creates new code based on your suggestions), Transform Code (which helps you refactor or modernize code to fit standards), and Explain Code (which analyzes existing code and explains its function using natural language).In a few cases, the autocomplete suggestions got stuck in a repetitive loop or produced code that would still need extensive programming knowledge to integrate into a project.Like Ghostwriter, Copilot suggests code that autocompletes with a press of the Tab key, offers natural language explanations, and translates code.It could instead be considered a complement to existing knowledge—or an automated assistant that might reduce the amount of time you spend on sites like Stack Overflow while asking for help or studying code examples."