My Auto-Publish Pipeline Shipped a Two-Year-Old News Story. Here's the Fix — All Three Layers of It.

dev.to· rss · 0 points · Jul 30, 2026

My Auto-Publish Pipeline Shipped a Two-Year-Old News Story. Here's the Fix — All Three Layers of It.

I run a content pipeline that finds industry news, has an LLM judge score it, and publishes what...

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