| Description | Snipara builds a shared 'Project Brain' from a repository and its history so AI coding agents begin each session with the current project state: decisions, active work, impact maps, and verification history. It preserves context, handoffs, and proof across sessions, people, and tools, keeping this intelligence reusable and in sync across multiple coding agents. It connects via a hosted MCP endpoint, an API, GitHub sync, and an optional companion CLI, and its self-hostable server is source-available on GitHub. | Lovable (formerly GPT Engineer) is the AI software engineer that builds full React applications from natural language. Connect Supabase for a real database, sync to GitHub, and deploy custom domains — the fastest way to go from idea to shipped product. |