Question 1

What should a join step verify?

Accepted Answer

That all required branch outputs are complete, valid, and belong to the intended job and content version.

Question 2

Does parallel processing always make a pipeline faster?

Accepted Answer

No. Shared limits, resource contention, and coordination overhead can offset the benefit.

Question 3

Can captions be finalized before narration timing is known?

Accepted Answer

Not reliably when their timing must match the generated speech. Use the final audio or its reliable timing data.

What should a join step verify?

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