Connectivity-resilient PWA with deep workout/nutrition relational tracking and Stripe payment; built on a type-safe Next.js/NestJS core (tRPC, Drizzle, PostgreSQL, Jest). Memory-efficient polyglot distributed backend: Python (FastAPI) with multimodal AI (Whisper/Llama3/Gemini) for voice planning and food analysis, with DuckDB for data-driven workout predictions, plus a Go worker for media processing and backed by Redis. Infrastructure via Docker, GitHub Actions CI/CD, and a Linux VPS behind Cloudflare/Nginx.
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