
Large Language Model (LLM) coding assistants are reshaping the landscape of software development, offering productivity boosts and democratizing coding by lowering entry barriers. These AI-driven tools are increasingly popular among developers of all skill levels, yet there are notable challenges to their reliability. Outdated information, variability in code quality, and the struggles faced by novice developers illustrate the limitations of