The internet is currently experiencing an overwhelming surge of misinformation, presenting significant challenges for users seeking accurate information. One of the key issues is how artificial intelligence can effectively address and mitigate these "hallucinations" — instances where AI systems generate false or misleading content. Developers are particularly affected, as the presence of such inaccuracies complicates their ability to obtain reliable code and information. To enhance the utility of AI tools, a concerted effort is required to refine algorithms, ensuring they can discern quality sources and provide dependable outputs that aid developers in their programming tasks.