Part 8/10:

• Role-based access controls and encryption safeguard sensitive data.

• Intermittent results are cached with proper encryption and access controls to optimize performance.

Modular and Scalable Architecture

The entire codebase is developed using modular classes adhering to SOLID principles, making the system:

• Extensible for new data sources and objects.

• Maintainable for ongoing enhancements.

• Secure against unauthorized access through role-based controls.

Overcoming Limitations

A key challenge is avoiding hallucination—where AI fabricates or infers data not present in the source scripts. The system accurately halts tracing upon reaching leaf objects, preventing overreach or hallucination.