As language models move from prototypes to production, reliable evaluation and continuous monitoring become make-or-break. These tools help teams reduce hallucinations, catch regressions early, and ship safer AI faster. This guide explains what they do, how to use them well, and what to check before choosing one.

Research and writing projects live or die by the quality of their references. AI citation management tools help you capture sources, format them correctly, and keep bibliographies in sync as your draft evolves. This guide explains what these tools do, how to use them well, and how to choose the right fit for your workflow.