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Multi-CDN edge caching for AI-generated video ad delivery

Working on a service that renders short video clips on demand and distributes them across regions. Looking at a multi-CDN setup with edge caching. For assets that update often, what cache-control and purge or surrogate-key strategies do you recommend to avoid stale content while keeping the hit ratio high? For context, the project is https://ravvi.ai