Agent-Driven Resource Orchestration

In multi-provider DePIN environments, agents can act as orchestrators, moving workloads between nodes based on price, performance, and availability.

Core Concepts

1. Dynamic Scheduling: Using real-time metrics to decide where a task should run.
2. Hardware Selection: Matching the compute requirements of a task to the specialized hardware (FPGA, GPU) available on the network.
3. Redundancy Management: Ensuring that critical workloads are mirrored across multiple independent DePIN providers.