employing sentiment analysis, AER can provide feedback on code quality and suggest improvements based on environmental conditions and user preferences. SCS utilizes machine learning algorithms to analyze user interactions and modify the layout, color scheme, and functionality of applications to enhance developer productivity. BFP uses physiological data, such as fingerprints or facial recognition,