AI Video Generator & Editor | Sora, Kling, Veo, HeyGen, Runway
An AI Developer in 2026 isn’t just writing prompts.
They’re designing systems that think inside constraints.
When I architect AI builds, I focus on:
• Guardrails
• Structured outputs
• Validation layers
• Logging
• Feedback loops
Because AI without control creates risk.
And AI without...
Most AI projects fail for one reason:
They start with the model.
When I build AI systems, I start with:
• Where does the data enter?
• Where does it get stored?
• What decisions need to be made?
• What action happens automatically?
The model is one component.
The system is the product.
