
What Worked in AI-Assisted Avid Prep
The useful breakthrough was not asking AI to edit the show. It was building a verified layer for media facts, FFmpeg sync checks, scene detection, Avid grouping, and repeatable prep work.
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Notes from the edit room: post-production decisions, broadcast graphics, delivery prep, and the craft of turning a live theatre capture into a durable screen version.
Public-safe writing from the production side: process, decisions, and design references. Private client details, rates, source files, and unreleased delivery notes stay off the blog.

The useful breakthrough was not asking AI to edit the show. It was building a verified layer for media facts, FFmpeg sync checks, scene detection, Avid grouping, and repeatable prep work.
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The first working visual system for the blog comes from the production's broadcast graphics kit: red field, lavender title treatment, gold accents, and warm stage photography.
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A short statement of purpose for keeping public-facing notes while the edit moves from theatre capture toward a polished screen version.
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