Full-Stack Application Generation

The system generates complete applications, not partial code or isolated components.

From a single evolving intent, it produces the full stack: user interface, backend services, APIs, data models, integrations, authentication, and configuration. Each layer is generated with awareness of the others, so the result works as a single system rather than a collection of parts.

Generation is not a one-time action. Every change request can update any part of the stack. The system maintains consistency across layers as the product evolves.

This approach avoids the common failure mode of AI-generated code that works in isolation but breaks during integration. Each layer is built with knowledge of the whole.

The output of generation is always a runnable application artifact, ready to be previewed, tested, and refined before any deployment occurs.

Full-stack generation allows teams to move from idea to working system without stitching together separate tools, services, or teams.