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monoupI’ve gone through a similar trial-and-error phase, and honestly the settings that ended up helping me the most weren’t the ones I expected. When I use a short, very concrete prompt plus a single stable reference frame, the transitions usually come out cleaner. Also, keeping motion strength slightly below the default (something like 0.7) prevents those jittery edges you mentioned. Here’s the link to the tool, in case anyone reading this hasn’t tried the latest update yet: monoup . I mostly generate 6–8 second clips for product demos, and what made a noticeable difference was treating the process like storyboarding—deciding the “path” of the clip before touching any controls. Once I started thinking in scenes rather than just typing prompts, the consistency improved. One more thing: avoid overly poetic descriptions. The model gets confused when the prompt mixes abstract and literal details. Describing the lighting and camera angle helped way more than adding extra adjectives.