Full-stack certification platform with a tokenized economy, AI-driven content pipeline, and real-time community — designed, built, and operated by one developer.
starter → proximamente → disponible.not_seen → in_progress → mastered/weak) computed from accuracy, consistency, and
attempt history. Real adaptive logic, not a simple percentage.admin(400) > operator(350) > business(300) > student(100). Role enforcement at the
route layer; every write sealed with SHA-256 payload hashing for cryptographic idempotency.// architecture
Browser ── React SPA ── Express API ── Firestore ── OpenAI
│ │ │ │
│ localStorage 11 domains RTDB (chat)
│ (offline) feature-flagged presence
└── Stripe / Lightning / Web3 payments