Full Project Architecture
Scalable platform blueprint
Interface
Next.js App Router, Tailwind, shadcn-style primitives, Framer Motion-ready transitions, React Flow, Recharts.
Domain
Structured paradigm model, graph relations, roadmap entities, simulation scenarios, research notes, experiments.
Persistence
PostgreSQL with Prisma ORM. Optional Neo4j for deep graph traversal and vector database for semantic retrieval.
AI Layer
Provider-neutral adapters for OpenAI, Claude, Gemini, Groq, and DeepSeek with prompt templates and audit logs.
Auth
JWT/session foundation with User roles. Production path can add OAuth, SSO, organizations, and RBAC policies.
Deployment
Vercel frontend/API routes with Supabase or Railway Postgres. Background jobs can move to queues/workers.
Future Expansion Roadmap
Graph database sync
Paper ingestion pipeline
AI research copilots
Experiment version control
Evaluation harnesses
Organization RBAC