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AI Video Generation

From Script to Screen with AI

From script to screen with AI — master Veo, Sora, Runway, HeyGen digital twins, and the production pipelines that turn ideas into published video content without a film crew.

8 lessons~79 min total

Lessons are shown in recommended order. Complete them in sequence for the best experience — or jump to any lesson.

Lesson 104·9 min read

The AI Video Generation Landscape

Five platforms. Four use cases. One decision framework. Before you prompt a single frame, you need to know which tool routes to which outcome — and why using the wrong one costs you twice.

Lesson 105·10 min read

Video Prompting — Scene, Motion, Cinematography

Video prompts are not image prompts with the word 'video' appended. They require camera language, motion vectors, and temporal structure. Learn the four-layer framework that separates cinematic output from flat clips.

Lesson 106·10 min read

Google Veo — API Integration and Production Use

Veo 2 generates 1080p video with industry-leading motion coherence — and it ships with a full API. Here's how to integrate it into production pipelines, handle the async job lifecycle, and avoid the cost traps.

Lesson 107·9 min read

Runway and Sora — Creative Video Generation

When cinematic realism isn't the goal — when creative vision, character consistency, and narrative complexity matter — Runway Gen-3 and Sora are the platforms. Here's what each does, where they diverge, and how to choose.

Lesson 108·10 min read

HeyGen and Digital Twins — Avatar Video at Scale

HeyGen turns a script into a presenter video — your face, your voice, your cadence — without you being there. Learn digital twin creation, ElevenLabs voice chaining, and the workflow that powers daily automated content creation.

Lesson 109·11 min read

The Apollo Pipeline — AI Content Production End-to-End

Apollo is a real production system generating YouTube content daily — no human in the loop. Topic selection, script writing, voice synthesis, avatar video, and YouTube publish, fully automated. Here's the complete architecture.

Lesson 110·9 min read

AI Video for Content Creators — Workflow Design

AI video doesn't replace your creative work — it removes the bottlenecks around it. Learn where AI fits in a real content workflow: B-roll, intros, explainers, Shorts, and thumbnail generation from generated frames.

Lesson 111·11 min read

Building a Production Video Pipeline

Video generation takes minutes, costs real money, and fails in specific ways. A production-grade pipeline handles async job management, quality validation, cost tracking, and retry logic — before you discover you need them at 2am.