4. Development Workflow

Quantum Layer Implementation

• Develop probabilistic models for superposition.

• Test on synthetic datasets before integration.

Agent Logic Design

• Create autonomous agents with task-specific expertise.

• Implement learning algorithms for task adaptation.

Hybrid Integration Framework

• Merge classical and quantum data for coherent outputs.

• Ensure interpretability of combined results.

Testing and Optimization

• Conduct unit tests for each layer.

• Optimize for computational efficiency.