Quant Resource Implementation Patterns

Guide for implementing domain resources that integrate with OptAIC's resource-based architecture.

When to Use

Apply when:

• Creating new domain resource types (Dataset, Signal, Portfolio, etc.)
• Implementing Definition resources (PipelineDef, StoreDef, OpDef, MLModuleDef, PortfolioOptimizerDef)
• Implementing Instance resources (DatasetInstance, SignalInstance, BacktestInstance, etc.)
• Implementing Run resources (BacktestRun, TrainingRun, MonitoringRun, etc.)
• Adding domain-specific DB models, DTOs, or services

Three-Tier Resource Model

OptAIC separates Definitions (plugins) from Instances (configs) from Runs (executions):