VibeCode

AutoCoder is the first full-stack “VibeCode” generation tool that transforms simple chat prompts into fully functional web applications without requiring Supabase. Through a conversational interface, it generates synchronized front-end components, back-end logic, and database schemas in one step, then queries your intended user flow to ensure accuracy before coding. You retain full control with inline manual edits and can deploy the entire stack with a single click. It supports multiple AI models to suit diverse use cases, from crafting order management systems for a coffee shop and investor websites to personal blogs, while offering real-time code previews and a natural-language API for querying or updating data programmatically. By consolidating UI design, server logic, and data management into a unified chat-driven workflow, AutoCoder accelerates prototyping and production deployment, enabling rapid iteration without boilerplate configuration or manual setup.

Mistral Vibe CLI is a command-line interface built for “vibe-coding,” enabling developers to interact with their codebases through natural-language commands rather than manual edits or rigid IDE workflows. It hooks into version control (e.g., Git repositories), inspects project files, directory structure, and Git status to build context, and uses that context along with backend AI coding models (such as Devstral 2/Devstral Small) to execute operations like multi-file edits, refactoring, code generation, search, and file manipulation, all triggered via plain-English instructions. Because it maintains project awareness (dependencies, file structure, history), it can perform coordinated, cross-file changes (e.g., renaming a function and updating all references across the repo), generate boilerplate across modules, or even scaffold new features from a high-level prompt.