Full-Stack Engineer
Vuela.ai
A generative AI content platform built from scratch.
- Starting point
- Zero to product
- Product type
- Generative AI
- Role
- Full-stack delivery
01 · Context
The system behind the product
Designed and delivered as a client engagement through Seraphic Infosolutions.
02 · Architecture
How the system is shaped
- 01
A React product surface and Node.js application layer provide the foundation for AI-assisted content generation workflows.
- 02
LLM capabilities are kept behind application services so prompts, providers, and product rules can evolve independently of the interface.
03 · Decisions
Trade-offs made explicit
Build for iteration
The initial architecture prioritised clear product boundaries and provider flexibility for an AI-native product still discovering its strongest workflows.
Keep the interface product-led
AI capabilities support the content workflow without exposing provider complexity to the user.
04 · Outcome
What changed
Established the technical foundation for an AI-native content workflow.
- Built the initial product and technical foundation from scratch.
- Created a maintainable base for expanding generative content workflows.
05 · Capabilities
What the work involved
- Generative AI
- Product engineering