NodeSpec is specification-driven architecture for AI-built software. AI works for small features. It struggles with complex systems. NodeSpec keeps AI aligned via living model. Model requirements → components → integrations as a structured graph Define clear boundaries and integration contracts Export scoped context to AI for each component Reduce hallucinations, drift, and broken integrations Evolve architecture as requirements change