Interplay of Components

• Bidirectional Data Flow: Agentic Memory processes incoming data, which the Dynamic Execution Layer operationalizes into actionable outcomes.

• Feedback-Driven Optimization: A continuous feedback mechanism ensures iterative improvement of both learning algorithms and execution efficiency.

• Real-Time Adaptation: Integrates memory insights, environmental data, and tool functionality to respond adaptively to evolving scenarios.