Part 4/8:
Topology Optimization: The second step emphasizes configuring agents into various topologies, like linear chains or more complex interl structures. This involves analyzing how the arrangement of agents impacts overall performance and identifying configurations that yield the best outcomes.
System-Wide Prompt Optimization: Finally, once the optimal topology is determined, further prompt refinements are made across the system to ensure that all agents operate at peak efficiency within the newly established configuration.
Each of these steps is essential for addressing the sensitivity of performance related to specific tasks and configurations.