Leaderboard Deploy agents

Configuration systems should be designed with modularity and clarity in mind. When creating configuration classes or mechanisms:

1. Separate generic from specific configurations: Organize configuration options by their scope and applicability. Use class hierarchies or namespaces to isolate domain-specific settings from generic ones.

// Good practice - clear separation of concerns
class AcceleratorAllocatorConfig {
  // Common settings applicable to all accelerators
};

class CUDAAllocatorConfig : public AcceleratorAllocatorConfig {
  // CUDA-specific settings
};

1. Use descriptive, consistent naming conventions: Configuration option names should clearly indicate their purpose and scope.
   • Avoid device-specific terms in generic interfaces (e.g., use device_malloc not cudamalloc)
   • Use consistent prefixes to group related options (e.g., pinned_ for pinned memory settings)

2. Document all configuration options: Each option should have clear documentation explaining its purpose, valid values, and implications.

3. Design for extensibility: Implement hook mechanisms that allow domain-specific configurations to be integrated with generic ones.

4. Propagate build-time configurations: When generating configuration files (e.g., from .cmake.in templates), ensure build-time choices are properly encoded for downstream consumers.

These practices improve maintainability by making configuration systems more intuitive, better documented, and easier to extend for new devices or backends.