Evaluating AI agents and LLM applications is no longer a nice-to-have—it is the backbone of building reliable, safe, and scalable systems. In 2025, engineering and product teams need unified workflows that cover pre-release experimentation, agent simulations, multi-turn evals, online monitoring, and deep observability. This guide breaks down the...