Post Pipeline

What it was

Content production rarely fails on the idea and almost always on post. The pipeline takes raw footage, generates a transcript with faster-whisper, cuts out stumbles and pauses, assembles a finished timeline for DaVinci Resolve, and files the transcript and chapter markers alongside it. Python, ffmpeg, Resolve scripting. An afternoon of editing becomes a few minutes of review.