Autonomous Performance Monitoring and Optimization

[boorich]

Feature Description: Implement self-monitoring capabilities to detect and address performance issues autonomously. Acceptance Criteria:

• [ ] The AI agent should continuously monitor the performance of the custom AI agent itself, such as responsiveness and reliability.
• [ ] Utilize adaptive algorithms to automatically optimize the efficiency, accuracy, and resource utilization of the custom AI agent over time.
• [ ] Implement automated testing frameworks to ensure the stability and robustness of the custom AI agent's performance.