Data Freshness: The Missing Signal in RAG Pipelines

Stale data in RAG systems leads to confidently wrong answers without error signals. The author proposes a standard OpenTelemetry-based metric for data staleness, called data.staleness.*, to make this failure visible. This gap is critical as AI agents act on data without human sanity checks.