To ensure your Vapi AI agent reliably follows instructions, use a clear and strict system prompt that directs it to rely only on the knowledge base, ensure the knowledge files are correctly uploaded and indexed, test frequently, monitor call logs, and refine both prompts and content regularly to prevent hallucinations or inconsistent replies.