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Storyboarding Before You Generate Anything
Cheap shots invite generating first and deciding later, which produces a folder of clips that do not cut together. A shot list costs an hour and decides what never needs generating at all.
A Systematic Way to Fix Bad Auto-Captions
Automatic captions are wrong in specific places rather than randomly, which means they can be repaired methodically instead of read end to end. This is the error taxonomy and the correction order that goes with it.
Writing Prompts That Produce Usable Video
Most weak prompts are weak in the same way: they describe a subject and leave the camera, the light and the movement unspecified, so the model chooses all three.
Choosing Clip Length: 15, 30, 60 or 90 Seconds
Picking a duration before you know what the clip has to say is how videos end up padded or truncated. This works the other way round: from the shape of the idea to the length it needs.
Matching Voice Character to Content Type
Voice choice is treated as taste and behaves like casting. A delivery that carries a tutorial will actively work against an advertisement, and the mismatch reads to the audience as something being wrong with the content.
What AI Video Generation Can and Cannot Do Right Now
The useful question is not whether generated video looks good — sometimes it looks remarkable. It is which shot types come out usable often enough to plan a production around.
Caption Styling That Stays Legible on Every Background
Caption legibility is not a font choice, it is a separation problem: the text has to survive whatever the footage does behind it. Four techniques, when each is the right one, and how to size type against the canvas rather than your monitor.
Consent and Disclosure When Using a Cloned Voice
The technical question is whether a voice can be reproduced. The one that matters in practice is whether the person agreed to it, for what, and for how long — and most recording agreements never contemplated the question.
A QA Checklist for Dubbed Video Before You Publish
Reviewing a dub in the wrong order wastes the expensive resource. Technical faults are cheap to find and invalidate everything after them, so they go first and the native speaker goes last.
What Happens in the First Three Seconds of a Short
A viewer scrolling a feed decides whether to stay before your first sentence finishes. This covers what that decision is actually made on, and six opening patterns that give it something to work with.
Video SEO: Titles, Descriptions, Chapters and Transcripts
Video metadata is a small number of fields, each doing a specific job. Most advice treats them as one keyword container, which is why most of it produces titles nobody clicks.
Mixing Voiceover With Music: Levels That Actually Work
Voice and music compete for the same frequencies, which is why level alone eventually fails. The working answer is a level relationship, automatic ducking, and space carved out of the music where the voice lives.