In the world of Large Language Model (LLM) applications, ensuring quality, safety, and reliability requires different types of safety mechanisms at different stages. Two distinct approaches serve unique purposes: real-time guardrails and batch evaluations (evals). Let's understand how they differ and why both matter.
Real-time Guardrails: Automated Runtime Protection
Real-time