* **Elevate Stability:** Immediately resolve the critical flaw of redundant application entry points (`app.py`, `application.py`) and component duplication. * **Security Imperative:** Address the reported 19003 critical security issues; specifically, disable Flask debug mode for any deployment environment. * **MLOps Quality:** Standardize artifact paths across all configurations (e.g., 'artifact' vs 'artifacts') ensuring robust pipeline execution integrity. * **Code Refinement:** Resolve unimported dependencies, notably `GridSearchCV` in `src/utils.py`, to enable functional hyperparameter optimization loops. * **Structural Cohesion:** Effectively leverage Python dataclasses for configuration management, reinforcing the clear, component-driven MLOps architecture.
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