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5 LessonsOpen SourceFFmpegVideo
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Flagship 5: Automated Media Engineering & Reference Extraction with FFmpeg & yt-dlp

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Alex Patterson
Alex Patterson

Course Architecture Overview

Build the backbone of an autonomous video studio. Use yt-dlp and FFmpeg to extract reference visual grammars, normalize audio to -14 LUFS, generate 6-across critique contact sheets, and master 1080p60 MP4s.

Primary Open-Source Repository: FFmpeg/FFmpeg + yt-dlp/yt-dlp

course lessons.

1

Core Architecture & Deterministic Implementation

✏️ Visual Architecture Diagram

how this course connects together.

Follow AJ from first principles to production-ready architecture.

✏️ Visual Diagram: Flagship 5: Automated Media Engineering & Refere…
✓ Good PatternVISUAL DIAGRAM
Visual Diagram: Flagship 5: Automated Media Engineering & Refere…Visual architectural diagram showing: Step 1: Core Architecture & Deterministic Implementation (Mental model & why it matters) -> Step 2: Hands-On Implementation (Under the hood & live code) -> Step 3: Ship It Purrfectly (✓ Production trade-offs). Step-by-step diagram breakdown for Flagship 5: Automated Media Engineering & Reference Extraction with FFmpeg & yt-dlp: start with Core Architecture & Deterministic Implementation, implement Hands-On Implementation, and ship to production.✓Step 01Core Architecture & Dete…Mental model & why it matters✓Step 02Hands-On ImplementationUnder the hood & live code✓Step 03Ship It Purrfectly✓ Production trade-offsunroll the yarn✓ production ready
[Diagram Walkthrough]Step-by-step diagram breakdown for Flagship 5: Automated Media Engineering & Reference Extraction with FFmpeg & yt-dlp: start with Core Architecture & Deterministic Implementation, implement Hands-On Implementation, and ship to production.
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