ComfyUI in Production: 3D Mascot Turnarounds & Generate-Then-Trace
Course Architecture Overview
Run reproducible node-based diffusion graphs on your local GPU with ComfyUI. Generate multi-angle character sheets for 3D AJ and base physics plates for generate-then-trace.
Primary Open-Source Repository: github.com/Comfy-Org/ComfyUI
course lessons.
Core Architecture & Deterministic Implementation
- 1.1Lesson 1: Exporting ComfyUI Workflows as Git-Versioned API JSON Graphs
Welcome to Lesson 1 of ComfyUI in Production: 3D Mascot Turnarounds & Generate-Then-Trace on CodingCat.dev. Today we break down Exporting ComfyUI Workflows as Git-Versioned API JSON Graphs and see how it powers our deterministic 3D AJ and code-rendered video pipeline.
React NativeGitVideo📖 Written LessonStart Lesson → - 1.2Lesson 2: Generating Consistent Front, Left & Right 3D Vinyl-Toy AJ Turnarounds
Welcome to Lesson 2 of ComfyUI in Production: 3D Mascot Turnarounds & Generate-Then-Trace on CodingCat.dev. Today we break down Generating Consistent Front, Left & Right 3D Vinyl-Toy AJ Turnarounds and see how it powers our deterministic 3D AJ and code-rendered video pipeline.
Video📖 Written LessonStart Lesson → - 1.3Lesson 3: Image-to-3D Mesh Conditioning & PBR Texture Map Baking
Welcome to Lesson 3 of ComfyUI in Production: 3D Mascot Turnarounds & Generate-Then-Trace on CodingCat.dev. Today we break down Image-to-3D Mesh Conditioning & PBR Texture Map Baking and see how it powers our deterministic 3D AJ and code-rendered video pipeline.
Video📖 Written LessonStart Lesson → - 1.4Lesson 4: Donald's Generate-Then-Trace Pattern: Diffusion Base Plate -> JS Vector Overlay
Welcome to Lesson 4 of ComfyUI in Production: 3D Mascot Turnarounds & Generate-Then-Trace on CodingCat.dev. Today we break down Donald's Generate-Then-Trace Pattern: Diffusion Base Plate -> JS Vector Overlay and see how it powers our deterministic 3D AJ and code-rendered video pipeline.
Video📖 Written LessonStart Lesson → - 1.5Lesson 5: Headless Batch Queueing & VRAM Management Alongside Whisper & TTS
Welcome to Lesson 5 of ComfyUI in Production: 3D Mascot Turnarounds & Generate-Then-Trace on CodingCat.dev. Today we break down Headless Batch Queueing & VRAM Management Alongside Whisper & TTS and see how it powers our deterministic 3D AJ and code-rendered video pipeline.
Video📖 Written LessonStart Lesson →
how this course connects together.
Follow AJ from first principles to production-ready architecture.