Platform Architecture

The heart of Pie is not a single, generic AI but a fleet of specialized, task-specific AI modules. We build each module for a distinct purpose—such as discovery, execution, or bug analysis—and put it through rigorous analysis against a battery of module-specific metrics before it goes into production.

Modular Backend Architecture

• Built with a Go-based backend designed for massive parallelization
• Jobs are distributed across independent workers, ensuring high resilience and scalability

Hybrid AI Approach

• Combines generative AI with classical machine learning concepts
• ML systems act as a control system for generative components
• Ensures:
  • Intelligent exploration
  • Reliable and deterministic outcomes