Evaluate the whole setup, not just the model: a practical workflow for video VLMs

This is a reworked, shorter version of a research note we wrote on the VideoDB Labs blog. I work on the team at VideoDB. The original post and the open source repo are linked at the bottom, and this article is set to canonical back to the original. Most "which VLM is best" comparisons answer a quest