MLflow for AI Engineering: Prompts Are Release Artifacts

A prompt can be three paragraphs long and still change the behavior of an entire application. It can decide whether an assistant answers, abstains, calls a tool, or invents the argument that the tool receives. Yet it is often reviewed with less discipline than a change to a configuration file. Let’s start there. If editing a sentence can change what your software does, that sentence belongs in your release process. ...

September 8, 2026 · 25 min