Derivative Centric Development (DCD)
A revolutionary approach to software development powered by AI
Introduction
Derivative Centric Development (DCD) is a revolutionary software development approach that harnesses the power of Artificial Intelligence (AI) to transform the way we build and maintain complex systems. This concept, pioneered by genval.ai, represents a paradigm shift in software engineering, made possible by recent advancements in generative AI technology.
What is Derivative Centric Development?
DCD is a process where AI is used to develop code assets based on human-authored definitions or specifications. These AI-generated assets are considered "derived" from the original source assets, typically written in Markdown format.

Diagram: DCD Process Flow
Key Concepts
- Layered Derivation: DCD often involves multiple layers of derived assets.
- System Context: AI models are shown the original specifications at each step.
- Process Chains: The combination of different generation or transformation tasks is called a Process.
- Rapid Regeneration: Derivation processes typically take only minutes to run.
The Power of DCD
Flexibility and Agility
- Easy Language Switches
- Ecosystem-wide Updates

Diagram: DCD Flexibility in Language Outputs
Adaptability to Different Technologies
- Multiple Output Formats
- Infrastructure Flexibility
Why Markdown?
DCD emphasizes the use of Markdown as the primary format for system documentation and specifications. This choice is strategic for several reasons:
- LLM Compatibility
- Human-Readable
- Version Control Friendly
- Flexibility
The DCD Mindset
DCD is not just a pattern; it's a mindset that embraces AI-driven code generation as a fundamental part of the development process. It prioritizes system design over implementation details, allowing for unprecedented agility and adaptability in software development.

Diagram: The DCD Mindset Flow
The Role of genval.ai
genval.ai, the company behind DCD, has developed technology that makes this approach possible:
- Massive Context Window
- File System Integration
- File-based Reasoning
Conclusion
Derivative Centric Development represents a significant leap forward in software engineering practices. By leveraging AI to generate and maintain code assets from human-authored specifications, DCD offers unprecedented flexibility, speed, and adaptability in software development. As AI technology continues to evolve, DCD is poised to become an increasingly important approach in the world of software engineering.
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