This project chronicles a rapid development sprint powered by AI assistants, transforming a lightweight Svelte prototype into a robust Rust-based production application in just 32 hours. It showcases how modern AI tools can accelerate decision-making, streamline code generation, and bridge frontend and backend technologies with surprising efficiency. From UI scaffolding to performance tuning, every step was guided by intelligent collaboration—highlighting the evolving role of AI in software engineering.