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Content Operations / MediaAug 2026

Multi-Agent Video Editing System: Case Study, Metrics, and Honest Audit

A multi-agent video editing system took a concert media operation from weeks of manual edits to a 2 to 5 minute render. Pipeline metrics, real trade-offs, and an honest audit of what still fails.

Edit slots per 50s video48

Stutter cuts20 of 48 slots (42%)

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