My Auto-Publish Pipeline Shipped a Two-Year-Old News Story. Here's the Fix — All Three Layers of It.
A developer's automated content pipeline published a two-year-old news story in July because its recency checks were scoped to the wrong content type and its LLM judge lacked a currency rubric. The fi…