Guardrails sit between your application and the model, validating what goes in and what comes out: filtering unsafe or off-topic requests, redacting sensitive data, enforcing a required output schema, and retrying when a response violates a policy.
Open-source guardrail libraries package these validators and policies so teams can ship agents and assistants without hand-rolling safety checks. They are a practical requirement for anything user-facing.