Oshun Sovereign Stack Proposal
This document outlines a comprehensive plan to build a fully sovereign technology stack for Oshun, replacing external dependencies with custom-built alternatives where feasible.
12 sections18 min read
Executive Summary#
This document outlines a comprehensive plan to build a fully sovereign
technology stack for Oshun, replacing external dependencies with custom-built
alternatives where feasible. The goal is to own the entire stack from operating
systems and browsers to game engines, creative tools, and AI infrastructure.
Scope : Replace ~47 major external dependencies across 12 technology layers
Timeline : 7-10 years for complete stack sovereignty Team Size : 50-150
engineers at peak (phased hiring) Investment : $50-150M over the full program
Table of Contents#
Current External Dependencies Audit Architecture Overview Technology Choices & Rationale Phased Implementation Plan Team & Resource Estimates Risk Analysis Build vs Fork vs Wrap Decisions
1. Current External Dependencies Audit#
1.1 Complete Dependency Inventory#
Game Engines & 3D Authoring (CRITICAL)#
Dependency
Usage in Oshun
Replacement Priority
Unreal Engine 5 Maya domain, Project Obsidian, virtual production
P0 - Critical
Unity XR apps, mobile games, asset pipeline
P0 - Critical
Godot Indie games, rapid prototyping
P1 - High
Blender 3D modeling, animation, rendering
P0 - Critical
Houdini Procedural generation, VFX
P1 - High
Autodesk Maya Animation, rigging (referenced)
P2 - Medium
Audio/Video Production (HIGH)#
Dependency
Usage in Oshun
Replacement Priority
DaVinci Resolve Video editing, color grading
P1 - High
Ardour DAW, audio production
P1 - High
Wwise Game audio middleware
P1 - High
FMOD Game audio middleware
P1 - High
FFmpeg Media transcoding
P2 - Wrap
AI/ML Infrastructure (HIGH)#
Dependency
Usage in Oshun
Replacement Priority
PyTorch ML training & inference
P2 - Wrap
TensorFlow/TF Lite Mobile inference
P2 - Wrap
ComfyUI Image generation workflows
P1 - High
OpenAI API LLM, embeddings
P2 - Wrap (multi-provider)
Anthropic API LLM, Claude
P2 - Wrap (multi-provider)
ElevenLabs Voice synthesis
P1 - High (train own models)
Runway/Sora/Kling Video generation
P2 - Wrap
HuggingFace Model hub
P2 - Self-host registry
Graphics APIs (WRAP)#
Dependency
Usage in Oshun
Replacement Priority
Vulkan Cross-platform graphics
P3 - Use via wgpu
Metal Apple graphics
P3 - Use via wgpu
DirectX 12 Windows graphics
P3 - Use via wgpu
WebGPU Web graphics
P3 - Native target
Physics Engines (BUILD/WRAP)#
Dependency
Usage in Oshun
Replacement Priority
PhysX NVIDIA physics
P1 - Replace with Rapier/custom
Havok AAA physics
P1 - Replace with Rapier/custom
Jolt Open-source physics
P2 - Fork/extend
Cloud Infrastructure (OPTIMIZE)#
Dependency
Usage in Oshun
Replacement Priority
AWS ECS Container orchestration
P3 - Keep (cost optimize)
AWS S3 Object storage
P2 - Add MinIO fallback
AWS RDS/PostgreSQL Database
P3 - Keep
Redis Caching, queues
P3 - Keep
Kafka Event streaming
P3 - Keep
Frontend Frameworks (EVALUATE)#
Dependency
Usage in Oshun
Replacement Priority
React/Next.js Web apps
P3 - Keep or migrate to custom
React Native Mobile apps
P2 - Consider Flutter/custom
Electron Desktop apps
P1 - Replace with Tauri
Tauri Desktop apps
P3 - Keep (Rust-based)
Dependency
Usage in Oshun
Replacement Priority
Linux Server & desktop
P1 - Custom distro
Android Mobile
P1 - AOSP fork
iOS Mobile
P4 - Cannot replace (hardware locked)
Windows Desktop
P4 - Cannot replace (focus on Linux)
macOS Desktop
P4 - Cannot replace (hardware locked)
Meta Quest OS VR
P2 - Custom OpenXR runtime
Chrome/Firefox Browser
P1 - Servo fork
Payments & Blockchain (WRAP)#
Dependency
Usage in Oshun
Replacement Priority
Stripe Payment processing
P3 - Keep
Ethereum Blockchain
P3 - Keep
Solana Blockchain
P3 - Keep
IPFS Decentralized storage
P3 - Keep
MetaMask Wallet
P3 - Keep
Document & Office (BUILD)#
Dependency
Usage in Oshun
Replacement Priority
PDF processing Document ingestion
P2 - Build custom parser
Office formats Document conversion
P2 - Build/wrap
External APIs (WRAP WITH ABSTRACTION)#
Dependency
Usage in Oshun
Replacement Priority
Google Fit Health data
P3 - Wrap
Apple Health Health data
P3 - Wrap
Twilio SMS/Voice
P3 - Wrap
SendGrid Email
P3 - Wrap
1.2 Unserved Areas Identified#
After thorough analysis, the following areas lack coverage and need custom
solutions:
Gap Area
Description
Priority
Font Rendering Custom typography engine
P2
PDF Generation Native PDF creation
P2
Print Pipeline Professional print output
P3
Geolocation Services Offline-capable maps
P2
Sensor Fusion IMU, camera, depth integration
P1
Hardware Abstraction Unified device interface
P1
Network Protocol Custom UDP for realtime
P1
Compression Custom codecs for assets
P2
Encryption Sovereign crypto library
P1
Identity Decentralized identity
P1
2. Architecture Overview#
2.1 Full Stack Architecture Diagram#
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┌─────────────────────────────────────────────────────────────────────────────┐
│ OSHUN SOVEREIGN STACK │
├─────────────────────────────────────────────────────────────────────────────┤
│ │
│ ┌─────────────────────────────────────────────────────────────────────┐ │
│ │ LAYER 7: APPLICATIONS │ │
│ │ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │ │
│ │ │ Lilith │ │ Yemaya │ │ Maya │ │ Nyx │ │ Metis │ │ │
│ │ │Conscious-│ │ Creative │ │ Game/ │ │ Cosmic │ │Education │ │ │
│ │ │ ness │ │ Studio │ │Metaverse │ │ Obs │ │ Platform │ │ │
│ │ └──────────┘ └──────────┘ └──────────┘ └──────────┘ └──────────┘ │ │
│ │ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │ │
│ │ │ Shakti │ │ Hestia │ │ Demeter │ │ Arete │ │ Oya │ │ │
│ │ │ Fitness │ │ Culinary │ │ Garden │ │ Personal │ │ Drone │ │ │
│ │ │ App │ │ App │ │ App │ │ Dev │ │ Swarms │ │ │
│ │ └──────────┘ └──────────┘ └──────────┘ └──────────┘ └──────────┘ │ │
│ │ + Aglaea, Airmid, Seshat, Tara, Psyche, Veritas, Kuan Yin, etc. │ │
│ └─────────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ┌─────────────────────────────────▼───────────────────────────────────┐ │
│ │ LAYER 6: DOMAIN SERVICES │ │
│ │ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │ │
│ │ │ Isis │ │ Sophia │ │ Hathor │ │ Bellona │ │Aphrodite │ │ │
│ │ │Generative│ │ Research │ │ World- │ │ Engine & │ │ Live │ │ │
│ │ │ Factory │ │Knowledge │ │ building │ │ Build │ │ Streaming│ │ │
│ │ └──────────┘ └──────────┘ └──────────┘ └──────────┘ └──────────┘ │ │
│ └─────────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ┌─────────────────────────────────▼───────────────────────────────────┐ │
│ │ LAYER 5: CREATIVE TOOLS │ │
│ │ ┌─────────────────────────────────────────────────────────────┐ │ │
│ │ │ NEITH STUDIO SUITE │ │ │
│ │ │ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ │ │ │
│ │ │ │Sculptor │ │Animator │ │Composer │ │ Cutter │ │ │ │
│ │ │ │ 3D │ │ Motion │ │ Audio │ │ Video │ │ │ │
│ │ │ │Modeling │ │ & Rig │ │ DAW │ │ Editor │ │ │ │
│ │ │ └─────────┘ └─────────┘ └─────────┘ └─────────┘ │ │ │
│ │ │ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ │ │ │
│ │ │ │ Weaver │ │ Painter │ │ Scribe │ │ Forge │ │ │ │
│ │ │ │Procedur-│ │ Texture │ │ Code │ │ Build & │ │ │ │
│ │ │ │ al │ │& Material│ │ Editor │ │ Package │ │ │ │
│ │ │ └─────────┘ └─────────┘ └─────────┘ └─────────┘ │ │ │
│ │ └─────────────────────────────────────────────────────────────┘ │ │
│ └─────────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ┌─────────────────────────────────▼───────────────────────────────────┐ │
│ │ LAYER 4: ENGINE CORE │ │
│ │ ┌─────────────────────────────────────────────────────────────┐ │ │
│ │ │ NEITH ENGINE (Rust) │ │ │
│ │ │ ┌────────────┐ ┌────────────┐ ┌────────────┐ │ │ │
│ │ │ │ Render │ │ Physics │ │ Audio │ │ │ │
│ │ │ │ (wgpu) │ │ (Rapier) │ │ (cpal) │ │ │ │
│ │ │ │ Vulkan/MTL │ │ Rigid/Soft │ │ HRTF/Room │ │ │ │
│ │ │ │ DX12/WebGPU│ │ Fluid/Destr│ │ Acoustics │ │ │ │
│ │ │ └────────────┘ └────────────┘ └────────────┘ │ │ │
│ │ │ ┌────────────┐ ┌────────────┐ ┌────────────┐ │ │ │
│ │ │ │ ECS │ │ Network │ │ XR │ │ │ │
│ │ │ │ (custom) │ │ (custom │ │ (OpenXR) │ │ │ │
│ │ │ │ Job System │ │ UDP) │ │ VR/AR/MR │ │ │ │
│ │ │ └────────────┘ └────────────┘ └────────────┘ │ │ │
│ │ │ ┌────────────┐ ┌────────────┐ ┌────────────┐ │ │ │
│ │ │ │ Scripting │ │ Asset │ │ AI │ │ │ │
│ │ │ │ (WASM + │ │ Pipeline │ │ Runtime │ │ │ │
│ │ │ │ Lua) │ │ glTF/USD │ │ ONNX/custom│ │ │ │
│ │ │ └────────────┘ └────────────┘ └────────────┘ │ │ │
│ │ └─────────────────────────────────────────────────────────────┘ │ │
│ └─────────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ┌─────────────────────────────────▼───────────────────────────────────┐ │
│ │ LAYER 3: AI INFRASTRUCTURE │ │
│ │ ┌──────────────────────────────────────────────────────────────┐ │ │
│ │ │ NOUS (AI Platform) │ │ │
│ │ │ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───────────┐ │ │ │
│ │ │ │ Model │ │ Inference │ │ Training │ │ Voice │ │ │ │
│ │ │ │ Registry │ │ Engine │ │ Pipeline │ │ Synth │ │ │ │
│ │ │ │ (custom) │ │(ONNX/cust)│ │ (MLX/cust)│ │ (custom) │ │ │ │
│ │ │ └───────────┘ └───────────┘ └───────────┘ └───────────┘ │ │ │
│ │ │ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───────────┐ │ │ │
│ │ │ │ Vision │ │ LLM │ │ Image │ │ Video │ │ │ │
│ │ │ │ Models │ │ Orchestr. │ │ Gen │ │ Gen │ │ │ │
│ │ │ │ (custom) │ │ (multi) │ │ (SD/flux) │ │ (custom) │ │ │ │
│ │ │ └───────────┘ └───────────┘ └───────────┘ └───────────┘ │ │ │
│ │ └──────────────────────────────────────────────────────────────┘ │ │
│ └─────────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ┌─────────────────────────────────▼───────────────────────────────────┐ │
│ │ LAYER 2: PLATFORM RUNTIME │ │
│ │ ┌───────────────────────────────────────────────────────────────┐ │ │
│ │ │ NEITH RUNTIME (Rust) │ │ │
│ │ │ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ │ │ │
│ │ │ │ Core │ │ UI │ │ Net │ │ Storage │ │ Crypto │ │ │ │
│ │ │ │ Runtime │ │Toolkit │ │ Stack │ │ Layer │ │ & Auth │ │ │ │
│ │ │ │(async,io)│ │ (GPU) │ │(QUIC) │ │ (async) │ │ │ │ │ │
│ │ │ └─────────┘ └─────────┘ └─────────┘ └─────────┘ └─────────┘ │ │ │
│ │ └───────────────────────────────────────────────────────────────┘ │ │
│ │ ┌───────────────────────────────────────────────────────────────┐ │ │
│ │ │ NEITH BROWSER (Servo Fork) │ │ │
│ │ │ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ │ │ │
│ │ │ │ WebGPU │ │ WASM │ │ DOM │ │ JS │ │ WebXR │ │ │ │
│ │ │ │ Renderer│ │ Runtime │ │ Engine │ │ Engine │ │ Support │ │ │ │
│ │ │ └─────────┘ └─────────┘ └─────────┘ └─────────┘ └─────────┘ │ │ │
│ │ └───────────────────────────────────────────────────────────────┘ │ │
│ └─────────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ┌─────────────────────────────────▼───────────────────────────────────┐ │
│ │ LAYER 1: OPERATING SYSTEMS │ │
│ │ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │ │
│ │ │ NEITH LINUX │ │ NEITH ANDROID │ │ NEITH VR OS │ │ NEITH EMBED │ │ │
│ │ │ (NixOS │ │ (AOSP fork │ │ (OpenXR + │ │ (Zephyr/ │ │ │
│ │ │ based) │ │ + custom) │ │ custom) │ │ custom) │ │ │
│ │ │ Desktop & │ │ Phone & │ │ Quest-like │ │ Drone/IoT │ │ │
│ │ │ Server │ │ Tablet │ │ Headsets │ │ Devices │ │ │
│ │ └─────────────┘ └─────────────┘ └─────────────┘ └─────────────┘ │ │
│ └─────────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ┌─────────────────────────────────▼───────────────────────────────────┐ │
│ │ LAYER 0: HARDWARE ABSTRACTION │ │
│ │ ┌───────────────────────────────────────────────────────────────┐ │ │
│ │ │ NEITH HAL (Hardware Abstraction) │ │ │
│ │ │ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ │ │ │
│ │ │ │ GPU │ │ Audio │ │ Input │ │ Sensors │ │ Network │ │ │ │
│ │ │ │ Abstrac │ │ Abstrac │ │ Abstrac │ │ Abstrac │ │ Abstrac │ │ │ │
│ │ │ └─────────┘ └─────────┘ └─────────┘ └─────────┘ └─────────┘ │ │ │
│ │ └───────────────────────────────────────────────────────────────┘ │ │
│ └─────────────────────────────────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────────────────┘
2.2 Component Interaction Diagram#
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┌─────────────────────────────────────────────────────────────────────────────┐
│ DATA & CONTROL FLOW │
├─────────────────────────────────────────────────────────────────────────────┤
│ │
│ ┌─────────────┐ ┌─────────────┐ │
│ │ USER │ │ CLOUD │ │
│ │ DEVICES │ │ SERVICES │ │
│ └──────┬──────┘ └──────┬──────┘ │
│ │ │ │
│ ▼ ▼ │
│ ┌──────────────────────────────────────────────────────────────────┐ │
│ │ NEITH RUNTIME LAYER │ │
│ │ ┌────────────────┐ ┌────────────────┐ ┌────────────────┐ │ │
│ │ │ Desktop │ │ Mobile │ │ VR │ │ │
│ │ │ (Neith Linux) │ │ (Neith Android) │ │ (Neith VROS) │ │ │
│ │ └───────┬────────┘ └───────┬────────┘ └───────┬────────┘ │ │
│ │ │ │ │ │ │
│ │ └───────────────────┼───────────────────┘ │ │
│ │ ▼ │ │
│ │ ┌──────────────────────────────────────────────────────────┐ │ │
│ │ │ UNIFIED APPLICATION RUNTIME │ │ │
│ │ │ • WASM for portable code • GPU compute (wgpu) │ │ │
│ │ │ • Native Rust for perf • Unified asset format │ │ │
│ │ │ • Scripting (Lua/WASM) • Cross-platform UI │ │ │
│ │ └──────────────────────────────────────────────────────────┘ │ │
│ └──────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌──────────────────────────────────────────────────────────────────┐ │
│ │ OSHUN DOMAIN LAYER │ │
│ │ │ │
│ │ ┌─────┐ ┌────────┐ ┌────────┐ ┌─────────┐ ┌───────┐ │ │
│ │ │Isis │◄──┤ Sophia │◄──┤ Hathor │◄──┤ Bellona │◄──┤Yemaya │ │ │
│ │ │ Gen │ │Research│ │ World │ │ Build │ │Orchest│ │ │
│ │ └──┬──┘ └───┬────┘ └───┬────┘ └────┬────┘ └───┬───┘ │ │
│ │ │ │ │ │ │ │ │
│ │ └──────────┴────────────┴─────────────┴─────────────┘ │ │
│ │ │ │ │
│ │ ▼ │ │
│ │ ┌────────────────────────────────────────────────────────┐ │ │
│ │ │ EVENT BUS (@oshun/event-bus) │ │ │
│ │ │ • Async message passing • Event sourcing │ │ │
│ │ │ • Cross-domain events • Audit logging │ │ │
│ │ └────────────────────────────────────────────────────────┘ │ │
│ └──────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌──────────────────────────────────────────────────────────────────┐ │
│ │ STORAGE & STATE LAYER │ │
│ │ ┌────────────┐ ┌────────────┐ ┌────────────┐ ┌────────────┐ │ │
│ │ │ PostgreSQL │ │ Redis │ │ S3/ │ │ Vector │ │ │
│ │ │ (Relat.) │ │ (Cache) │ │ MinIO │ │ DB │ │ │
│ │ └────────────┘ └────────────┘ └────────────┘ └────────────┘ │ │
│ └──────────────────────────────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────────────────┘
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┌─────────────────────────────────────────────────────────────────────────────┐
│ NEITH STUDIO SUITE ARCHITECTURE │
├─────────────────────────────────────────────────────────────────────────────┤
│ │
│ ┌───────────────────────────────────────────────────────────────────────┐ │
│ │ UNIFIED WORKSPACE │ │
│ │ ┌─────────────────────────────────────────────────────────────────┐ │ │
│ │ │ PROJECT MANAGER │ │ │
│ │ │ • Cross-tool asset references • Version control (Git-like) │ │ │
│ │ │ • Collaboration (CRDT sync) • Asset dependency tracking │ │ │
│ │ └─────────────────────────────────────────────────────────────────┘ │ │
│ └───────────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ┌───────────────┬───────────────┼───────────────┬───────────────┐ │
│ ▼ ▼ ▼ ▼ ▼ │
│ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ │
│ │SCULPTOR │ │ANIMATOR │ │COMPOSER │ │ CUTTER │ │ WEAVER │ │
│ │ (3D) │ │(Motion) │ │ (Audio) │ │ (Video) │ │(Proced) │ │
│ ├─────────┤ ├─────────┤ ├─────────┤ ├─────────┤ ├─────────┤ │
│ │•Modeling│ │•Timeline│ │•Multitrk│ │•Timeline│ │•Node │ │
│ │•Sculpt │ │•IK/FK │ │•MIDI │ │•Effects │ │ Graph │ │
│ │•UV │ │•Blend │ │•VST(?) │ │•Color │ │•Params │ │
│ │•Material│ │•MoCap │ │•Spatial │ │•Transc. │ │•Preview │ │
│ │•Render │ │•Physics │ │•Mix/Mstr│ │•AI Edit │ │•Bake │ │
│ └────┬────┘ └────┬────┘ └────┬────┘ └────┬────┘ └────┬────┘ │
│ │ │ │ │ │ │
│ └──────────────┴──────────────┼──────────────┴──────────────┘ │
│ ▼ │
│ ┌───────────────────────────────────────────────────────────────────────┐ │
│ │ SHARED SUBSYSTEMS │ │
│ │ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │ │
│ │ │ RENDER │ │ ASSET │ │ UI │ │ PLUGIN │ │ │
│ │ │ ENGINE │ │ PIPELINE │ │ TOOLKIT │ │ SYSTEM │ │ │
│ │ │ (Neith Eng) │ │(glTF/USD/+) │ │ (GPU-accel) │ │ (WASM/Lua) │ │ │
│ │ └─────────────┘ └─────────────┘ └─────────────┘ └─────────────┘ │ │
│ └───────────────────────────────────────────────────────────────────────┘ │
│ │
│ ┌───────────────────────────────────────────────────────────────────────┐ │
│ │ FILE FORMATS │ │
│ │ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───────────┐ │ │
│ │ │ .neithscn │ │ .neithmat │ │ .neithanim │ │ .neithproc │ │ │
│ │ │ (Scene) │ │ (Material)│ │(Animation)│ │(Procedur) │ │ │
│ │ └───────────┘ └───────────┘ └───────────┘ └───────────┘ │ │
│ │ • All formats based on efficient binary + JSON metadata │ │
│ │ • Import/Export: glTF, USD, FBX, OBJ, Alembic, etc. │ │
│ └───────────────────────────────────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────────────────┘
3. Technology Choices & Rationale#
3.1 Core Language: Rust#
Aspect
Choice
Rationale
Primary Language Rust
Memory safety, zero-cost abstractions, WASM compilation, excellent GPU/systems support
Scripting Lua + WASM
Lua for fast iteration, WASM for portable plugins
Web Frontend TypeScript
Necessary for browser compatibility; minimize usage
Mobile Native Rust + platform bindings
Kotlin/Swift only for platform-specific APIs
GPU Shaders WGSL + SPIR-V
WebGPU native, cross-compiles to all backends
3.2 Graphics & Rendering#
Component
Choice
Rationale
Graphics Abstraction wgpu
Rust-native, WebGPU/Vulkan/Metal/DX12 support
Shader Language WGSL
WebGPU native, naga for cross-compilation
Rendering Approach Hybrid deferred + forward
Best balance for varied content
GI Solution Custom screen-space + probe hybrid
Achievable without Lumen-scale R&D
Geometry Mesh LOD + instancing
Nanite-lite achievable incrementally
3.3 Physics & Simulation#
Component
Choice
Rationale
Rigid Body Rapier (Rust)
High quality, actively maintained, Rust-native
Soft Body/Cloth Custom + Rapier
Start with Rapier, extend as needed
Fluid Custom SPH (GPU)
Specialized; build incrementally
Destruction Voronoi fracture (custom)
Well-understood algorithms
3.4 Audio#
Component
Choice
Rationale
Core Audio cpal (Rust)
Cross-platform, low-level control
Spatial Audio Custom HRTF engine
Critical for VR; libraries exist to build on
DSP dasp + custom
Rust ecosystem growing
Room Acoustics Custom ray-traced
Specialized; build to spec
Format Support symphonia (Rust)
Decode most formats natively
3.5 Networking#
Component
Choice
Rationale
Transport QUIC (quinn crate)
Modern, multiplexed, built-in encryption
Game Netcode Custom ECS replication
Game-specific requirements
WebRTC webrtc-rs
Rust native for real-time communication
HTTP axum/tower
Excellent Rust web stack
3.6 AI/ML Runtime#
Component
Choice
Rationale
Inference ONNX Runtime + custom
Wide model support, add custom ops
Training Fork/wrap existing
Training is commodity; focus on inference
Voice Synthesis Custom (train models)
Long-term sovereignty goal
LLM Orchestration Multi-provider abstraction
Keep flexibility, reduce vendor lock-in
3.7 Operating Systems#
Component
Choice
Rationale
Desktop Linux NixOS-based
Reproducible, declarative, Rust-friendly
Mobile AOSP fork
Only viable option for Android sovereignty
VR Custom OpenXR runtime
Open standard; build runtime layer
Embedded/IoT Zephyr RTOS
Open source, well-supported
3.8 Browser#
Component
Choice
Rationale
Engine Servo fork
Rust-native, WebGPU support, parallelized
JS Engine SpiderMonkey (via Servo)
Well-integrated with Servo
WebGPU Native wgpu
Already used by Servo
4. Phased Implementation Plan#
4.1 Phase Overview#
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┌─────────────────────────────────────────────────────────────────────────────┐
│ IMPLEMENTATION TIMELINE │
├─────────────────────────────────────────────────────────────────────────────┤
│ │
│ YEAR 1 YEAR 2 YEAR 3 YEAR 4 YEAR 5+ │
│ ────── ────── ────── ────── ─────── │
│ │
│ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │
│ │ PHASE 1 │ │ PHASE 2 │ │ PHASE 3 │ │ PHASE 4 │ │ PHASE 5 │ │
│ │Foundation│──▶│ Engine │──▶│ Tools │──▶│ Platform │──▶│ Optimize │ │
│ │ & Core │ │ Build │ │ Build │ │ Build │ │ & Scale │ │
│ └──────────┘ └──────────┘ └──────────┘ └──────────┘ └──────────┘ │
│ │
│ Deliverables: Deliverables: Deliverables: Deliverables: Deliverables: │
│ • Runtime • Renderer • Sculptor • Neith Linux • Performance │
│ • HAL • Physics • Animator • Neith Android • Features │
│ • Asset fmt • Audio • Composer • Neith Browser • Polish │
│ • Basic UI • ECS • Cutter • Neith VR OS • Ecosystem │
│ • Network • Scripting • Weaver • • │
│ │
│ Team: 15-20 Team: 30-40 Team: 50-70 Team: 70-100 Team: 50-80 │
│ Cost: $5-8M Cost: $15-20M Cost: $25-35M Cost: $35-45M Cost: $20-30M│
│ │
└─────────────────────────────────────────────────────────────────────────────┘
4.2 Phase 1: Foundation & Core Runtime (Year 1)#
Goal : Build the foundational layer that all other components depend on.
4.2.1 Neith Runtime Core (Q1-Q2)#
Task
Duration
Team
Priority
Async runtime (tokio-based)
4 weeks
2 eng
P0
Memory allocators (arena, pool, stack)
6 weeks
2 eng
P0
Job system (work-stealing)
6 weeks
2 eng
P0
Serialization (binary + JSON)
4 weeks
1 eng
P0
Reflection system
6 weeks
2 eng
P1
Event bus (typed, async)
4 weeks
1 eng
P0
4.2.2 Hardware Abstraction Layer (Q1-Q2)#
Task
Duration
Team
Priority
GPU abstraction (wgpu wrapper)
6 weeks
2 eng
P0
Audio device abstraction (cpal wrapper)
4 weeks
1 eng
P0
Input abstraction (keyboard, mouse, gamepad, touch)
6 weeks
2 eng
P0
Sensor abstraction (IMU, GPS, camera)
6 weeks
2 eng
P1
Network abstraction (sockets, QUIC)
4 weeks
1 eng
P0
File system abstraction
3 weeks
1 eng
P0
4.2.3 Asset Pipeline Foundation (Q2-Q3)#
Task
Duration
Team
Priority
Asset manifest format (.neithasset)
4 weeks
1 eng
P0
glTF importer
6 weeks
2 eng
P0
USD importer (basic)
8 weeks
2 eng
P1
FBX importer
8 weeks
2 eng
P1
Image format support (PNG, JPEG, EXR, KTX2)
4 weeks
1 eng
P0
Asset compression (LZ4, Zstd)
3 weeks
1 eng
P0
Asset streaming system
6 weeks
2 eng
P0
Task
Duration
Team
Priority
GPU-accelerated 2D renderer
8 weeks
2 eng
P0
Layout engine (flexbox-like)
6 weeks
2 eng
P0
Text rendering (font rasterization)
8 weeks
2 eng
P0
Basic widgets (button, slider, text input)
6 weeks
2 eng
P0
Theming system
4 weeks
1 eng
P1
Accessibility foundation
6 weeks
1 eng
P1
4.2.5 Networking Foundation (Q3-Q4)#
Task
Duration
Team
Priority
QUIC implementation (quinn)
4 weeks
1 eng
P0
WebRTC integration (webrtc-rs)
6 weeks
2 eng
P1
Custom game protocol design
4 weeks
1 eng
P0
Reliable UDP implementation
6 weeks
2 eng
P0
State replication framework
8 weeks
2 eng
P0
Phase 1 Milestones :
4.3 Phase 2: Engine Build (Year 2)#
Goal : Build a complete game/application engine comparable to Godot.
4.3.1 Render Engine (Q1-Q2)#
Task
Duration
Team
Priority
Render graph system
8 weeks
3 eng
P0
PBR material system
8 weeks
3 eng
P0
Shadow mapping (VSM, CSM)
6 weeks
2 eng
P0
Screen-space GI
8 weeks
3 eng
P1
Probe-based GI
8 weeks
3 eng
P1
Post-processing stack
6 weeks
2 eng
P0
Particle system (GPU)
6 weeks
2 eng
P1
Mesh LOD system
6 weeks
2 eng
P0
Instanced rendering
4 weeks
1 eng
P0
Virtual texturing
8 weeks
3 eng
P2
4.3.2 Physics Engine (Q1-Q2)#
Task
Duration
Team
Priority
Rapier integration
4 weeks
1 eng
P0
Collision layers & filtering
3 weeks
1 eng
P0
Character controller
6 weeks
2 eng
P0
Vehicle physics
8 weeks
2 eng
P1
Ragdoll system
6 weeks
2 eng
P1
Cloth simulation (basic)
8 weeks
2 eng
P2
Fluid simulation (basic SPH)
12 weeks
3 eng
P2
Destruction system
10 weeks
3 eng
P2
4.3.3 Audio Engine (Q2-Q3)#
Task
Duration
Team
Priority
Audio mixer & routing
6 weeks
2 eng
P0
3D spatial audio (HRTF)
8 weeks
2 eng
P0
Room acoustics (reverb)
8 weeks
2 eng
P1
Occlusion & portals
6 weeks
2 eng
P1
Procedural audio
8 weeks
2 eng
P2
Music system (adaptive)
6 weeks
2 eng
P1
Voice chat integration
6 weeks
2 eng
P0
4.3.4 ECS & Scripting (Q2-Q3)#
Task
Duration
Team
Priority
ECS core (archetypes)
8 weeks
3 eng
P0
Query system
6 weeks
2 eng
P0
System scheduling
6 weeks
2 eng
P0
Lua scripting integration
6 weeks
2 eng
P0
WASM scripting integration
8 weeks
2 eng
P1
Hot reload for scripts
6 weeks
2 eng
P1
Visual scripting (basic)
12 weeks
3 eng
P2
4.3.5 AI Runtime (Q3-Q4)#
Task
Duration
Team
Priority
ONNX runtime integration
4 weeks
1 eng
P0
Navigation mesh generation
8 weeks
2 eng
P0
Pathfinding (A*, flow field)
6 weeks
2 eng
P0
Behavior tree runtime
6 weeks
2 eng
P0
State machine runtime
4 weeks
1 eng
P0
Perception system (sight, hearing)
6 weeks
2 eng
P1
Crowd simulation
8 weeks
2 eng
P2
4.3.6 Animation System (Q3-Q4)#
Task
Duration
Team
Priority
Skeletal animation playback
6 weeks
2 eng
P0
Animation blending
6 weeks
2 eng
P0
State machine
6 weeks
2 eng
P0
IK solvers (FABRIK, CCD)
8 weeks
2 eng
P0
Blend spaces
6 weeks
2 eng
P1
Root motion
4 weeks
1 eng
P0
Animation retargeting
8 weeks
2 eng
P1
Procedural animation
10 weeks
3 eng
P2
Phase 2 Milestones :
Goal : Build professional-grade creative tools.
4.4.1 Neith Sculptor (3D Modeling) (Q1-Q2)#
Task
Duration
Team
Priority
Mesh editing (vertices, edges, faces)
12 weeks
3 eng
P0
Subdivision surfaces
8 weeks
2 eng
P0
Boolean operations
8 weeks
2 eng
P1
Sculpting (brushes, dynamic topology)
16 weeks
4 eng
P1
UV mapping tools
10 weeks
2 eng
P0
Material editor
8 weeks
2 eng
P0
Retopology tools
10 weeks
2 eng
P2
Asset browser
6 weeks
2 eng
P0
4.4.2 Neith Animator (Animation) (Q1-Q3)#
Task
Duration
Team
Priority
Timeline editor
10 weeks
3 eng
P0
Curve editor
8 weeks
2 eng
P0
Rigging tools
12 weeks
3 eng
P0
IK/FK controls
8 weeks
2 eng
P0
MoCap import/cleanup
10 weeks
3 eng
P1
NLA (non-linear animation)
8 weeks
2 eng
P1
Pose library
6 weeks
2 eng
P1
Animation layers
6 weeks
2 eng
P1
4.4.3 Neith Composer (Audio DAW) (Q2-Q3)#
Task
Duration
Team
Priority
Multi-track timeline
12 weeks
3 eng
P0
Audio clip editing
8 weeks
2 eng
P0
Mixing console
10 weeks
3 eng
P0
Built-in effects (EQ, comp, reverb)
12 weeks
3 eng
P0
MIDI support
8 weeks
2 eng
P1
Plugin hosting (VST3?)
12 weeks
3 eng
P2
Spatial audio authoring
10 weeks
3 eng
P1
Export formats
6 weeks
2 eng
P0
4.4.4 Neith Cutter (Video Editor) (Q3-Q4)#
Task
Duration
Team
Priority
Video timeline
12 weeks
3 eng
P0
Cut, trim, split
6 weeks
2 eng
P0
Transitions
6 weeks
2 eng
P0
Color grading (basic)
10 weeks
3 eng
P1
Text/titles
6 weeks
2 eng
P0
Audio sync
4 weeks
1 eng
P0
Export (H.264, H.265, ProRes)
8 weeks
2 eng
P0
GPU acceleration
10 weeks
3 eng
P1
4.4.5 Neith Weaver (Procedural) (Q3-Q4)#
Task
Duration
Team
Priority
Node graph editor
10 weeks
3 eng
P0
Geometry nodes
12 weeks
3 eng
P0
Texture generator
10 weeks
3 eng
P1
Terrain generator
12 weeks
3 eng
P1
City generator
16 weeks
4 eng
P2
Parameter system
6 weeks
2 eng
P0
Baking/export
8 weeks
2 eng
P0
Phase 3 Milestones :
Goal : Build sovereign operating systems and browser.
4.5.1 Neith Linux (Q1-Q2)#
Task
Duration
Team
Priority
NixOS-based distro setup
8 weeks
2 eng
P0
Custom desktop environment
16 weeks
4 eng
P0
Neith app runtime integration
8 weeks
2 eng
P0
Hardware driver packaging
8 weeks
2 eng
P0
Installer
6 weeks
2 eng
P0
Update system
6 weeks
2 eng
P0
Gaming optimizations (scheduler, drivers)
8 weeks
2 eng
P1
4.5.2 Neith Android (Q2-Q3)#
Task
Duration
Team
Priority
AOSP fork setup
8 weeks
3 eng
P0
Custom launcher
12 weeks
3 eng
P0
Neith app runtime integration
10 weeks
3 eng
P0
Privacy enhancements
8 weeks
2 eng
P1
De-Googling
10 weeks
3 eng
P1
OTA updates
8 weeks
2 eng
P0
Device support (Pixel, Samsung)
12 weeks
3 eng
P0
4.5.3 Neith Browser (Q2-Q4)#
Task
Duration
Team
Priority
Servo fork setup
8 weeks
3 eng
P0
WebGPU finalization
12 weeks
3 eng
P0
UI shell (tabs, bookmarks)
12 weeks
3 eng
P0
Extension support
12 weeks
3 eng
P1
Privacy features
8 weeks
2 eng
P1
Performance optimization
12 weeks
3 eng
P0
Mobile version
16 weeks
4 eng
P1
4.5.4 Neith VR OS (Q3-Q4)#
Task
Duration
Team
Priority
OpenXR runtime
12 weeks
3 eng
P0
VR shell (home, app launcher)
12 weeks
3 eng
P0
Hand tracking integration
10 weeks
3 eng
P0
Passthrough AR
10 weeks
3 eng
P1
Spatial audio integration
6 weeks
2 eng
P0
Performance optimization
12 weeks
3 eng
P0
Android XR integration
12 weeks
3 eng
P1
Phase 4 Milestones :
4.6 Phase 5: Optimization & Ecosystem (Year 5+)#
Goal : Polish, optimize, and build ecosystem.
Task
Duration
Team
Priority
Renderer optimization (GPU-driven)
16 weeks
4 eng
P0
Asset streaming optimization
12 weeks
3 eng
P0
Memory optimization
10 weeks
2 eng
P0
Network optimization
8 weeks
2 eng
P0
Mobile optimization
12 weeks
3 eng
P0
VR optimization (90fps+)
12 weeks
3 eng
P0
4.6.2 Advanced Features#
Task
Duration
Team
Priority
Ray-traced GI (hardware)
16 weeks
4 eng
P1
Advanced destruction
12 weeks
3 eng
P2
Advanced fluid simulation
16 weeks
4 eng
P2
Neural rendering
20 weeks
5 eng
P2
Volumetric effects
12 weeks
3 eng
P1
4.6.3 Ecosystem Building#
Task
Duration
Team
Priority
Asset store platform
16 weeks
4 eng
P1
Plugin SDK
12 weeks
3 eng
P0
Documentation site
8 weeks
2 eng
P0
Tutorial content
16 weeks
4 eng
P0
Community tools
12 weeks
3 eng
P1
5. Team & Resource Estimates#
5.1 Team Structure#
text Copy
┌─────────────────────────────────────────────────────────────────────────────┐
│ ORGANIZATION STRUCTURE │
├─────────────────────────────────────────────────────────────────────────────┤
│ │
│ ┌─────────────┐ │
│ │ CTO │ │
│ │ (Tech Lead)│ │
│ └──────┬──────┘ │
│ │ │
│ ┌───────────────────────────┼───────────────────────────┐ │
│ │ │ │ │
│ ▼ ▼ ▼ │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ Engine │ │ Tools │ │ Platform │ │
│ │ Division │ │ Division │ │ Division │ │
│ │ (25-40) │ │ (20-35) │ │ (15-25) │ │
│ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ │
│ │ │ │ │
│ ┌────┼────┐ ┌─────┼─────┐ ┌─────┼─────┐ │
│ ▼ ▼ ▼ ▼ ▼ ▼ ▼ ▼ ▼ │
│ ┌───┐┌───┐┌───┐ ┌───┐ ┌───┐ ┌───┐ ┌───┐ ┌───┐ ┌───┐ │
│ │Rnd││Phy││Aud│ │3D │ │A/V │ │Pro│ │Lin│ │And│ │Bro│ │
│ │er ││sic││io │ │Mod│ │Edit│ │ced│ │ux │ │roi│ │wse│ │
│ └───┘└───┘└───┘ └───┘ └───┘ └───┘ └───┘ └───┘ └───┘ │
│ ┌───┐┌───┐┌───┐ ┌───┐ ┌───┐ ┌───┐ │
│ │Net││AI ││Anm│ │UI │ │Doc│ │VR │ │
│ │wrk││Run││ │ │UX │ │s │ │OS │ │
│ └───┘└───┘└───┘ └───┘ └───┘ └───┘ │
│ │
└─────────────────────────────────────────────────────────────────────────────┘
5.2 Team Size by Phase#
Phase
Year
Core Engineers
Specialists
Total
Key Roles
Phase 1 Y1
12
6
18
Graphics (3), Systems (4), Network (2), UI (3), Audio (2), DevOps (2), PM (2)
Phase 2 Y2
25
12
37
+Physics (3), +AI (3), +Animation (3), +Tools (3)
Phase 3 Y3
35
25
60
+3D Tools (8), +Audio Tools (5), +Video Tools (5), +Procedural (5), +QA (5)
Phase 4 Y4
40
35
75
+OS (10), +Browser (8), +Mobile (8), +VR (6)
Phase 5 Y5+
35
25
60
Optimization, Ecosystem, Support
5.3 Budget Breakdown#
Category
Year 1
Year 2
Year 3
Year 4
Year 5
Total
Engineering Salaries $3.6M
$7.4M
$12.0M
$15.0M
$12.0M
$50.0M
Infrastructure $0.5M
$1.0M
$2.0M
$3.0M
$2.5M
$9.0M
Hardware (dev machines, devices) $0.4M
$0.6M
$0.8M
$1.0M
$0.5M
$3.3M
Contractors/Consultants $0.3M
$0.5M
$1.0M
$1.5M
$1.0M
$4.3M
Licenses & Tools $0.2M
$0.3M
$0.4M
$0.5M
$0.5M
$1.9M
Office & Operations $0.5M
$1.0M
$1.5M
$2.0M
$1.5M
$6.5M
Contingency (15%) $0.8M
$1.6M
$2.7M
$3.5M
$2.7M
$11.3M
Annual Total $6.3M $12.4M $20.4M $26.5M $20.7M $86.3M
5.4 Hiring Timeline#
text Copy
┌─────────────────────────────────────────────────────────────────────────────┐
│ HIRING RAMP │
├─────────────────────────────────────────────────────────────────────────────┤
│ │
│ Headcount │
│ 80 │ ┌─────────────── │
│ │ ┌────┘ │
│ 70 │ ┌────┘ │
│ │ ┌────┘ │
│ 60 │ ┌────┘ │
│ │ ┌────┘ │
│ 50 │ ┌────┘ │
│ │ ┌────┘ │
│ 40 │ ┌────┘ │
│ │──┘ │
│ 30 │ │
│ │ │
│ 20 │ │
│ │ │
│ 10 │ │
│ └─────────┬─────────┬─────────┬─────────┬─────────┬───────── │
│ Q1 Y1 Q1 Y2 Q1 Y3 Q1 Y4 Q1 Y5 │
│ │
│ Key Hiring Milestones: │
│ • Q1 Y1: Core team (12 eng) - Runtime, Graphics, Systems │
│ • Q3 Y1: Expansion (18 eng) - Network, UI, Audio │
│ • Q1 Y2: Engine build (30 eng) - Physics, AI, Animation │
│ • Q1 Y3: Tools build (50 eng) - 3D, Audio, Video specialists │
│ • Q1 Y4: Platform build (70 eng) - OS, Browser, Mobile │
│ • Q1 Y5: Steady state (60 eng) - Optimize, reduce contractor reliance │
│ │
└─────────────────────────────────────────────────────────────────────────────┘
5.5 Key Roles to Hire First#
Role
Count
When
Why Critical
Graphics Lead 1
Month 1
Sets rendering architecture
Systems Architect 1
Month 1
Designs runtime & memory
Senior Rust Engineers 4
Month 1-2
Core implementation
Build/DevOps Engineer 1
Month 1
CI/CD from day one
Technical PM 1
Month 1
Coordination
Physics Engineer 1
Month 3
Start physics early
Audio Engineer 1
Month 3
Start audio early
Network Engineer 1
Month 3
Critical for multiplayer
6. Risk Analysis#
6.1 Technical Risks#
Risk
Probability
Impact
Mitigation
Rendering quality doesn't match UE5
High
High
Focus on "good enough"; incrementally improve
Physics performance issues
Medium
Medium
Use proven Rapier; optimize hot paths
Browser (Servo) too complex
High
Medium
Start minimal; add features incrementally
Mobile performance insufficient
Medium
High
Optimize early; test on low-end devices
AI inference too slow
Medium
Medium
Use specialized hardware; quantization
Tool UX doesn't match industry
High
High
Hire UX specialists; user testing
6.2 Business Risks#
Risk
Probability
Impact
Mitigation
Can't hire enough Rust engineers
Medium
High
Train existing devs; competitive compensation
Project scope creep
High
High
Strict phase gates; MVP focus
Funding insufficient
Medium
Critical
Modular architecture; can deploy phases independently
Third-party tools improve faster
High
Medium
Focus on integration; don't NIH everything
Market doesn't adopt custom tools
Medium
Medium
Maintain compatibility; gradual migration
6.3 Operational Risks#
Risk
Probability
Impact
Mitigation
Key person dependency
High
High
Document everything; pair programming
Burnout from ambitious scope
High
High
Realistic timelines; hire adequately
Compatibility breaks
Medium
Medium
Semantic versioning; LTS branches
Security vulnerabilities
Medium
High
Security audits; fuzzing; Rust's safety
7. Build vs Fork vs Wrap Decisions#
7.1 Decision Matrix#
Component
Decision
Rationale
Render Engine BUILD
Core differentiator; must own
Physics WRAP (Rapier)
Excellent Rust option exists
Audio Core BUILD
Need deep integration; cpal as base
ECS BUILD
Core to engine; must own architecture
Asset Pipeline BUILD
Critical for tooling; no good Rust option
UI Toolkit BUILD
Need deep integration
Networking BUILD
Game-specific requirements
Browser FORK (Servo)
Too complex to build; Servo is Rust
Linux Distro FORK (NixOS)
Leverage existing; customize
Android FORK (AOSP)
Only viable path
VR Runtime BUILD
OpenXR standard; implementation needed
3D Editor BUILD
Core product; must own
Video Editor BUILD + WRAP (FFmpeg)
UI custom; codecs wrapped
Audio DAW BUILD
Core product; must own
AI Inference WRAP (ONNX) + BUILD
Standard formats; custom ops
LLM APIs WRAP
Multi-provider abstraction
Cloud Infra USE
Not core; AWS/GCP commodity
Payments WRAP
Regulatory complexity; use Stripe etc.
Blockchain USE
Not core; use existing chains
7.2 Detailed Build Decisions#
7.2.1 Must Build (No Alternative)#
Component
Reason
Neith Engine Core
Foundational; defines all capabilities
Neith Renderer
Core visual quality differentiator
Neith ECS
Architecture defines game patterns
Neith Asset Format
Must own the format for tools
Neith UI Toolkit
Deep engine integration required
Neith Studio Tools
Core product offering
Neith VR Runtime
OpenXR implementation needed
7.2.2 Should Fork (Good Starting Point)#
Component
Fork From
Customization Level
Browser
Servo
High - new UI, integrations
Linux
NixOS
Medium - packages, DE
Android
AOSP
High - de-Google, launcher
Audio DSP
dasp/symphonia
Medium - custom effects
7.2.3 Should Wrap (Complexity Not Worth Rewriting)#
Component
Wrap What
Why
Video Codecs
FFmpeg
Decades of optimization
Physics
Rapier
Excellent Rust implementation
AI Inference
ONNX Runtime
Wide model support
Image Codecs
image-rs
Well-maintained
Fonts
fontdue/rusttype
Adequate implementations
Compression
lz4/zstd
Optimized C libraries
Appendix A: Glossary#
Term
Definition
Neith Codename for the sovereign runtime/engine (Yoruba: "heart")
ECS Entity Component System - data-oriented game architecture
wgpu Rust graphics library abstracting Vulkan/Metal/DX12/WebGPU
Rapier Rust physics engine
HRTF Head-Related Transfer Function - 3D audio technique
WASM WebAssembly - portable bytecode format
AOSP Android Open Source Project
OpenXR Open standard for VR/AR runtimes
Servo Mozilla's experimental Rust-based browser engine
NixOS Declarative, reproducible Linux distribution
Appendix B: External Dependencies Final Checklist#
Unserved Areas Requiring Custom Solutions#
Area
Current Gap
Solution
Font Engine Using system fonts
Custom GPU font rasterizer
PDF Generation No native solution
Custom PDF writer
Print Pipeline Using system print
Custom print compositor
Offline Maps Google/Apple Maps
Custom tile renderer + OSM data
Sensor Fusion Platform-specific
Unified HAL + Kalman filter
Custom Network Protocol Using TCP/UDP
Custom reliable UDP for games
Asset Compression Generic codecs
Custom mesh/texture compression
Identity System OAuth providers
DID-based decentralized identity
Encryption Library OpenSSL
Pure Rust crypto (ring/rustls)
Localization i18next
Custom ICU-compatible system
Accessibility Platform APIs
Custom a11y tree + screen reader support
Dependencies That Cannot Be Replaced#
Dependency
Reason
Mitigation
iOS/macOS Apple hardware lock-in
Build apps, not OS
Windows Market dominance
Support via wgpu/cross-compile
GPU Drivers Vendor-specific
Use Vulkan/Metal/DX12 abstraction
CUDA (NVIDIA) Proprietary
Support ROCm (AMD), Metal (Apple)
Hardware Sensors Device-specific
HAL abstraction
App Stores Distribution monopoly
Side-loading, web apps, own store
Appendix C: Success Metrics#
Phase 1 Success Criteria#
Phase 2 Success Criteria#
Phase 3 Success Criteria#
Phase 4 Success Criteria#
Phase 5 Success Criteria#
Document Version: 1.0 Last Updated: 2026-01-20 Authors: Claude Opus 4.5
(with human direction)