AI agents are being widely used for multi-step tasks, from email management to complex engineering.However, errors and hallucinations are common in AI agents and can worsen with increased use.The risk of error increases as the number of steps in a task increases.Implementing guardrails and additional checks can help mitigate error rates in AI agents.