MealConductor
How it's built: TypeScript, React, Express and PostgreSQL. Staged LLM generation with deterministic dietary validation outside the model.
System flow
- Structure preferences and constraints
- Generate the plan in stages
- Validate the completed plan
Allergen and diet checks run during generation and on the finished plan. The AI does not grade its own output.













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