🧠 Orchestration Layer

The Brain Behind Agent Coordination

The orchestration layer manages the complex coordination between agents while maintaining state and handling failures gracefully.

Core Capabilities:

Memory Management

• Shared context across all agents

• Session persistence across multiple interactions

• Scoped prompt history for each agent

Task Ordering

• Sequential execution with dependency management

• Parallel processing where appropriate

• Smart queuing for optimal resource usage

Fallback Support

• Automatic retry logic for failed agent calls

• Constraint adjustment when outputs don't meet requirements

• Graceful degradation with clear error reporting

Technical Implementation

• Local node-based engine

• No external API dependencies

• Context routing between agents

• Structured error handling