Series
Episode twelve should look like episode one
Anyone can generate a video. The problem with generating the next one is that it comes back looking like a different channel — new palette, new voice, new captions, no memory of what just happened. That is the problem this is built around.
The look is locked, not re-rolled
Palette, narrator, caption treatment and score style are fixed on your first render and versioned from then on. Episode twelve resolves the same lock episode one did. And when you do change the lock, past episodes keep the version they were made with — a style edit can never quietly rewrite what you already published.
The story remembers itself
Each episode leaves behind a summary of what happened, which through-lines are running, which cliffhangers are still open and which topics you have already covered. The next storyline is written against all of it, so arcs continue instead of resetting.
Memory that does not get more expensive
That summary is rewritten each episode rather than appended to. It is a deliberate constraint: a memory that grows with the series would make episode fifty cost more to write than episode five, and the whole point of a series is that it keeps going.
You can read it, and change it
The memory is not a black box. You can see exactly what the model believes about your series and correct it — which matters the first time it decides something you never meant, because otherwise it decides it again every week.
The next episode drafts itself, and then stops
On a cadence you set, the next episode is drafted to a storyline and left there. It never generates on its own. Drafting is free; generating spends your credits, and that is not a decision software should make while you are asleep.
Also
Your long-form video is a series too
Point us at a podcast or a stream and we will find the moments worth cutting, with the quoted hook and the reason it scored. Finding them is free. A clip you produce becomes an ordinary video in your library — same preset, same style lock, same editor — and can join a series arc like anything else.