Every technology choice across the desktop, frontend, backend, AI, game, animation, and audio layers
Desktop Container (Tauri)
Component
Choice
Why
Framework Tauri 2.9
Lightweight native container (vs. Electron), Rust security model
Language Rust (2021 edition)
Memory safety, performance, zero-cost abstractions
MSRV 1.77.2
Stable Rust release baseline
Plugins tauri-plugin-log, shell, dialog, fs, updater
Native OS integration + OTA updates (v2 plugin API)
Auto-Updater tauri-plugin-updater 2.x
Signed binary updates with atomic install
Serialization Serde 1.0
Fast JSON serialization for IPC bridge
Component
Choice
Version
Why
UI Framework React
18.3
Component model, ecosystem, Three.js integration
Build Tool Vite
5.1
Fast HMR, ESM-native, Tauri integration
3D Rendering Three.js
0.162
Industry-standard WebGL library
3D React @react-three/fiber
8.15
Declarative Three.js in React components
3D Utilities @react-three/drei
9.99
Camera controls, gizmos, helpers, presets
Global State Redux Toolkit
2.2
Predictable state for complex UI (15+ panels)
Persistence Redux Persist
6.0
Survive app restarts, workspace recall
Local State Zustand
4.5
Lightweight stores for isolated components
Styling Tailwind CSS
3.4
Utility-first, rapid UI development
Icons Lucide React
0.330
Clean, consistent iconography
Routing React Router
6.22
View navigation within desktop app
Virtualization TanStack React Virtual
3.13
Efficient rendering of large asset lists
Immutable Updates Immer
Latest
Safe nested state mutations
TypeScript 5.4
Type safety across frontend codebase
Testing Vitest
1.3
Fast, Vite-native test runner
Linting ESLint
8.57
Code quality enforcement
Component
Choice
Version
Why
Runtime Python
3.11–3.13
ML ecosystem, async support, type hints
Package Manager Hatch
1.9+
Modern Python project management
Type System Pydantic
2.6–3.0
Runtime validation with type inference
Settings Pydantic Settings
2.2+
Environment-based configuration
HTTP Client httpx
0.27+
Async HTTP for provider APIs
3D Mesh Processing trimesh
4.0+
Mesh analysis, simplification, export
Image Processing Pillow
10.0+
Texture manipulation
Math NumPy 1.24+, SciPy 1.6+
Linear algebra, spatial computation
Noise Generation noise
1.2.2+
Perlin/Simplex noise for procedural gen
Graph Processing NetworkX
3.0+
Scene graph DAG operations
Config PyYAML
6.0+
Configuration file parsing
Serialization msgpack
1.0+
Fast binary serialization for IPC
Testing pytest
8.0+
Test framework
Async Tests pytest-asyncio
0.23+
Async test support
Coverage pytest-cov
5.0+
Test coverage reporting
Linting ruff
Latest
Fast Python linter/formatter
Type Checking mypy
Latest
Static type analysis
Component
Choice
Why
REST API FastAPI
High-performance async REST + WebSocket
Task Queue Celery 5.3–6.0
Distributed background job processing for GPU tasks
Message Broker Redis 5.0–6.0
Fast pub/sub and task distribution
Database ORM SQLAlchemy 2.0 (async)
Async database access with type safety
Database Driver AsyncPG 0.29+
High-performance async PostgreSQL
GraphQL Strawberry GraphQL 0.200+
Type-safe GraphQL API layer
File Upload python-multipart
Handling asset file uploads
Schema Validation jsonschema 4.21+
JSON schema validation for config files
Component
Choice
Version
Why
Framework PyTorch
2.1+
Industry-standard ML framework
Vision TorchVision
Latest
Image processing pipelines
Transformers HuggingFace Transformers
4.36+
Pre-trained model access
Diffusion Diffusers
0.25+
Stable Diffusion, SDXL, FLUX pipelines
Memory Optimization bitsandbytes
0.41+
Quantization for large models on consumer GPUs
Attention xformers
0.0.23+
Memory-efficient attention kernels
Acceleration accelerate
0.25+
Multi-GPU, mixed precision
Model Hub HuggingFace Hub
0.20+
Model downloading and caching
Background Removal rembg
2.0.50+
Image-to-3D preprocessing
Mesh Simplification PyFQMR
0.2+
Fast quadric mesh reduction
UV Mapping xatlas
0.0.9+
Automatic UV unwrapping
Safe Tensors SafeTensors
Latest
Secure model weight loading
Service
Models
Purpose
Meshy API v2 Text-to-3D, Image-to-3D, Multi-Image-to-3D
Primary external 3D generation
Tripo3D Text-to-3D
Alternative 3D provider
Luma AI Image-to-3D
Image-based 3D reconstruction
Service
Purpose
OpenAI DALL-E Texture concepts, concept art
Stability.ai Stable Diffusion API for PBR materials
Service
Purpose
ElevenLabs Voice synthesis — multi-speaker TTS with personality
PlayHT Alternative TTS provider
Suno AI music composition
Udio Alternative AI music generation
Provider
Models
Primary Use
Anthropic Claude 4.x series
Creative direction, complex planning
OpenAI GPT-5 series
Game logic, code generation
Google Gemini 3.x
Multi-modal understanding
xAI Grok 4.x
Alternative reasoning
DeepSeek Chat, Coder, Reasoner
Cost-effective generation
ZhipuAI GLM 4.x series
Additional LLM capacity
Engine
Version
Export Contents
Godot 4.x
Complete project: .tscn scenes, GDScript, assets, project.godot
Unity 2022+
Complete project: scenes, C# scripts, prefabs, URP/HDRP materials
Unreal Engine 5.3+
Complete project: Maps, Cinematics (Sequencer tracks), Blueprints, C++ stubs, Config — Lumen GI, glTFRuntime
Blender 3.0–4.5
.blend files with full scene hierarchy + DCC bridge
Tool
Versions
Integration Type
Blender 3.0 – 4.5
Python addon, socket IPC, real-time bi-directional sync
Maya 2018 – 2025
MEL/Python plugin, rigging and animation export
Houdini —
HDA support, procedural workflow integration
3DS Max —
Legacy pipeline import/export
Format
Type
Notes
GLTF/GLB Mesh + Materials
Primary exchange format
USDZ Universal Scene
Apple ecosystem, AR
FBX Mesh + Animation
Unity/Unreal standard
OBJ Mesh
Legacy compatibility
VRM Character
VTuber/avatar standard
USD Universal Scene
Pixar/studio standard
EXR Texture (32-bit)
HDR lighting/environment
PNG/JPEG/WebP Texture
Standard image formats
Component
Technology
Purpose
Real-Time GL/ANGLE via Three.js
Live viewport editing, animation preview
Path Tracer CPU/GPU ray tracing
Photorealistic final renders
Post-Processing Custom pipeline
Bloom, DoF, motion blur, color grading, tone mapping
HDR Color sRGB, linear, ACEScg
Professional color management pipeline
XR/AR/VR WebXR, ARKit, ARCore, Meta Quest
Immersive output targets
Component
Purpose
Blend Trees Weighted blending between animation clips
State Machines Hierarchical FSMs with transition rules
IK Solver Inverse kinematics — foot placement, hand targeting, look-at
Mocap Pipeline BVH/FBX import, noise removal, retargeting
Secondary Physics Spring bones, cloth, jiggle physics, tails, wings, hair
Facial Animation Blendshapes, lip sync, eye tracking
Ragdoll Full physics-driven character animation
Animation Events Frame-triggered gameplay actions
Component
Choice
Why
Event Store SQLite
Embedded, single-file, fast appends, portable
Content Hashing SHA-256
Cryptographic content addressing
Canonical Form JSON (sorted keys, no whitespace)
Deterministic serialization
Snapshots SQLite checkpoints
Fast state reconstruction without full replay
API Database PostgreSQL
Relational data for API services
Component
Choice
Why
License Verification Offline-first cryptographic validation
No phone-home required — works air-gapped
Hardware Binding Machine-specific activation
Prevents unauthorized license sharing
Tier System Trial → Creator → Studio → Enterprise
Feature gating by plan level
Auto-Updater Tauri native updater plugin
Signed OTA updates with atomic install
CLI Management Built-in license subcommands
activate, status, hwid for developer-friendly workflow
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