Overview of AI Evaluation (The Context Window #05)
Ai evaluation Llm evaluation Ai testing Grafana Observability O11y Bench Ai reliability Ai agents Benchmarking Machine learning Software engineering
This episode explores how Grafana evaluates AI systems, covering the distinction between online and offline evals, the challenges of reviewing AI-generated code, and introducing o11y-bench, their open benchmark for observability agents. Ideal for engineers and technical leaders looking to understand practical AI evaluation methodologies and reliability metrics.