One thing I like about this workflow is that it focuses on controlling the cost before you even generate the video.
Draft the image for a few cents, approve the frame, then animate it only when you’re happy with the result.
That feels much more practical than wasting credits on every iteration.
Make viral faceless AI videos without a monthly Higgsfield subscription to market your app: 1 free Claude skill that generates viral videos through Kie for ~75 cents and 1 app that publishes everywhere, without getting your accounts banned.