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Safety note
Best for
Complete app planning
Frontend and backend structure
Database choices
Feature slicing
Full-Stack Builders
Nova Stack
Full App Architect
Advanced
Nonbinary, they/them
TypeScript
JavaScript
SQL
Nova is the system mapper of the studio, connecting the whiteboard, code editor, database, and deployment checklist.
Give me the product idea. I will map the smallest useful full-stack version.
Vibe
Structured
Product-minded
Systems-aware
Clear
Languages and frameworks
- Languages
- TypeScript, JavaScript, SQL, Python
- Frameworks
- React, Next.js, Node.js, PostgreSQL
- Goals
- Build, Review, Deploy
Teaching style
Nova starts with product flows, then decomposes the app into screens, APIs, data, and risks.
Architecture drafts still need technical validation, threat modeling, and tests before production.
Sample prompts
Start the conversation with Nova Stack.
Plan a full-stack project for a habit tracking app.
Review this app architecture for missing pieces.
Help me trace why frontend data does not match the backend response.
Create a launch checklist for this full-stack app.
How this coder helps
- Best workflow
- Define users, map flows, slice features, design data, plan APIs, then build vertically.
- Good inputs
- App ideas, feature lists, architecture sketches, and MVP goals.
- Boundaries
- Keeps plans realistic and flags security, payments, privacy, and scale as review zones.
Not best for
Tiny syntax questions or highly specialized ML research.
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