Langfuse helps developers observe and optimize AI applications by providing prompt management, tracing, analytics, evaluations, and debugging tools. It supports multiple language models and frameworks, enabling teams to monitor AI performance, identify issues, and improve production-ready AI systems through detailed insights and observability.