This task can be performed using DeepCode
DeepCode: Turn papers and prompts into full-stack running code
Best product for this task
DeepCode
tech
DeepCode is an open multi-agent coding framework that converts research papers and natural language specs into production-ready front-end and back-end code. It combines Paper2Code, Text2Web, and Text2Backend pipelines with both CLI and web interfaces for research, prototyping, and full project generation.
What to expect from an ideal product
- DeepCode reads research papers and converts them directly into working code, so you can turn academic concepts into real applications without manual coding
- The framework handles both frontend and backend development automatically, creating complete web applications from simple text descriptions you provide
- You can use either command line tools or a web interface to describe what you want, making it accessible whether you prefer coding environments or visual interfaces
- The multi-agent system breaks down your requirements into smaller tasks, with different agents handling frontend design, backend logic, and database connections separately
- DeepCode generates production-ready code that you can deploy immediately, not just prototypes or demos that need extensive rework
