Iterative Testing and DSPy Optimization

Test your agent system with various suboptimal code snippets. Evaluate the quality of the generated code, the accuracy of explanations, and the utility of the MCP tool feedback. Use DSPy's `Optimizer` or manual prompt refinement to improve your pipeline's performance. Document how iterative testing and prompt engineering (e.g., adding few-shot examples of good/bad code patterns) enhanced your agent's capabilities.