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safety_tolerance and auto_fix: Brand-Safe Pipelines
Veo 3.1 exposes two dials that change whether your pipeline ships safe output silently or fails loudly.
fal team2 min readRead
Guides, deep dives, and insights on AI video generation.
Veo 3.1 exposes two dials that change whether your pipeline ships safe output silently or fails loudly.
Prompts drift. A repo-backed approach gives you diff, blame, and rollback for the copy inside your images.
How to structure creative review so the generation budget goes toward improvements, not re-reviews.
Why you should never serve fal.media URLs to end users, and three storage patterns that actually work.
Webhook setup cost versus polling cost. The crossover point is lower than you think for fal video jobs.
Submit 100 clips in parallel without getting throttled. A pattern for concurrency control with fal.queue.submit.