**Teaser Post:** Moving agents from a sleek demo to a stable production system...

https://holdenlvxt779.theburnward.com/the-demo-vs-reality-gap-how-to-tell-if-an-ai-paper-actually-works

**Teaser Post:** Moving agents from a sleek demo to a stable production system is a different beast entirely. It’s rarely about the model’s reasoning capability and almost always about the operational plumbing