This document outlines a phased development plan for Mycel OS, from a Docker-based development environment to a fully realized AI-native operating system with an evolving graphical interface driven by collective intelligence.
Timeline: 18-24 months to production-ready release Team Size: 3-5 core developers initially, scaling to 10-15
- Create a reproducible development environment anyone can spin up
- Support development on Windows, macOS, and Linux
- Enable remote development via SSH/VS Code
- Establish CI/CD pipeline
mycel-os-dev/
├── docker/
│ ├── Dockerfile.dev # Full dev environment
│ ├── Dockerfile.runtime # Minimal runtime
│ ├── Dockerfile.gui # GUI development with VNC
│ └── docker-compose.yml # Orchestration
├── scripts/
│ ├── setup-dev.sh # One-command setup
│ ├── start-dev.sh # Start environment
│ └── connect.sh # SSH into container
└── .devcontainer/ # VS Code devcontainer
└── devcontainer.json
- Ubuntu 24.04 base with all build dependencies
- Rust toolchain (stable + nightly)
- Ollama pre-installed with models
- SSH server for remote access
- VNC/noVNC for GUI development
- Wine for Windows app testing
- GPU passthrough support (NVIDIA)
- Persistent volumes for code and data
For Windows compatibility, we'll use a layered approach:
| Layer | Technology | Purpose |
|---|---|---|
| Wine 9.0 | Wine | Run Windows executables |
| Bottles | Flatpak | Managed Wine prefixes |
| DXVK | Vulkan | DirectX translation |
| Winetricks | Scripts | Common dependencies |
| Box64/86 | Emulation | x86 on ARM (future) |
- Stable Mycel Runtime daemon
- Working local LLM integration
- Basic intent parsing and execution
- Sandboxed code execution
- Complete Mycel Runtime build system
- Implement configuration management
- Create systemd service files
- Write integration tests
- Ollama client with streaming
- Anthropic API client
- Intent parsing with local model
- Routing logic (local vs cloud)
- Sandboxed Python execution
- Sandboxed JavaScript execution
- Shell command execution (restricted)
- Output capture and formatting
- Unix socket IPC server
- JSON-RPC protocol
- CLI client (Rust)
- Python client library
# User can do this:
$ clay "create a script to find large files"
# Clay generates and runs sandboxed code, returns results- NEAR Protocol integration
- Bittensor subnet connection
- Pattern storage and sharing
- Privacy-preserving extraction
- NEAR SDK integration in Rust
- Wallet management
- Contract deployment (testnet)
- Pattern registry contract
- Bittensor SDK integration
- Miner implementation (basic)
- Validator implementation (basic)
- Subnet registration (testnet)
- Pattern extraction from interactions
- Privacy pipeline (PII removal, DP)
- Pattern serialization format
- Local pattern indexing
- Multi-source pattern discovery
- Ranking algorithm
- Payment integration
- Reputation tracking
# User creates a useful pattern
$ clay "help me parse this CSV into JSON"
# Pattern is extracted and shared
# Another user benefits
$ clay "convert CSV to JSON"
# Discovers and uses the shared pattern- Minimal Wayland compositor
- Conversational interface
- Dynamic surface generation
- Basic window management
┌─────────────────────────────────────────────────────────────────┐
│ CLAY SHELL │
│ ┌─────────────────────────────────────────────────────────┐ │
│ │ Wayland Compositor │ │
│ │ (smithay-based) │ │
│ └─────────────────────────────────────────────────────────┘ │
│ ┌─────────────────────────────────────────────────────────┐ │
│ │ Surface Manager │ │
│ │ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ │ │
│ │ │Conversa-│ │Web View │ │Terminal │ │Native │ │ │
│ │ │tion │ │(WebKit) │ │(Alacritty│ │Widget │ │ │
│ │ │Panel │ │ │ │embedded)│ │ │ │ │
│ │ └─────────┘ └─────────┘ └─────────┘ └─────────┘ │ │
│ └─────────────────────────────────────────────────────────┘ │
│ ┌─────────────────────────────────────────────────────────┐ │
│ │ Mycel Runtime (IPC) │ │
│ └─────────────────────────────────────────────────────────┘ │
└─────────────────────────────────────────────────────────────────┘
- Smithay-based Wayland compositor
- Basic window management
- Input handling (keyboard, mouse, touch)
- Multi-monitor support
- Conversation panel (primary interface)
- WebKit integration for HTML surfaces
- Terminal emulator integration
- Surface lifecycle management
- AI-driven surface generation
- Layout algorithms
- Transitions and animations
- Theme system
| Component | Choice | Rationale |
|---|---|---|
| Compositor | Smithay | Rust-native, modern Wayland |
| Rendering | wgpu | Cross-platform GPU |
| Web Views | WebKitGTK | Full web capabilities |
| Widgets | Iced | Rust-native, reactive |
| Terminal | Alacritty (embedded) | Fast, GPU-accelerated |
- Interface learns from collective
- Adaptive layouts based on usage
- Personalized UI generation
- Cross-instance UI pattern sharing
The GUI isn't static - it evolves based on:
- Personal Usage - Surfaces you use often become easier to access
- Collective Patterns - UI layouts that work well spread across instances
- Context Awareness - Interface adapts to current task
- Temporal Patterns - Morning vs evening layouts
┌─────────────────────────────────────────────────────────────────┐
│ EVOLVING INTERFACE SYSTEM │
├─────────────────────────────────────────────────────────────────┤
│ │
│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │
│ │ Personal │ │ Collective │ │ Context │ │
│ │ History │ │ Patterns │ │ Analyzer │ │
│ │ │ │ │ │ │ │
│ │ - Clicks │ │ - Popular │ │ - Time of │ │
│ │ - Dwell time │ │ layouts │ │ day │ │
│ │ - Paths │ │ - Effective │ │ - Active │ │
│ │ - Dismissals │ │ workflows │ │ files │ │
│ └──────┬───────┘ └──────┬───────┘ └──────┬───────┘ │
│ │ │ │ │
│ └───────────────────┼───────────────────┘ │
│ │ │
│ ▼ │
│ ┌──────────────────┐ │
│ │ UI Synthesis │ │
│ │ Engine │ │
│ │ │ │
│ │ Generates │ │
│ │ optimal layout │ │
│ │ for current │ │
│ │ moment │ │
│ └────────┬─────────┘ │
│ │ │
│ ▼ │
│ ┌──────────────────┐ │
│ │ Rendered │ │
│ │ Interface │ │
│ └──────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────┘
- Privacy-preserving interaction logging
- Pattern extraction from UI usage
- Local learning model
- A/B testing framework
- UI pattern format specification
- NEAR registry for UI patterns
- Bittensor evaluation of UI effectiveness
- Pattern discovery and application
- Real-time layout optimization
- Smooth transitions between states
- Predictive surface pre-loading
- User override and pinning
Week 1 (New User):
┌────────────────────────────────────┐
│ Conversation Panel (Full Width) │
│ │
│ "What would you like to do?" │
│ │
│ > [text input] │
└────────────────────────────────────┘
Week 4 (Learned: User codes in morning):
┌─────────────────┬──────────────────┐
│ Conversation │ Code Editor │
│ │ │
│ Recent: │ project/main.rs │
│ - Fix bug │ │
│ - Add feature │ [code...] │
│ │ │
│ > [input] │ │
└─────────────────┴──────────────────┘
Week 8 (Collective pattern: split view popular):
┌─────────────────┬──────────────────┐
│ Conversation │ Context Panel │
│ │ ┌────────────┐ │
│ [AI response] │ │ Preview │ │
│ │ └────────────┘ │
│ │ ┌────────────┐ │
│ > [input] │ │ Actions │ │
│ │ └────────────┘ │
└─────────────────┴──────────────────┘
- Run Windows applications seamlessly
- AI-assisted Windows app discovery
- Unified clipboard and file sharing
- Gaming support via Proton/DXVK
┌─────────────────────────────────────────────────────────────────┐
│ WINDOWS INTEGRATION LAYER │
├─────────────────────────────────────────────────────────────────┤
│ │
│ ┌──────────────────────────────────────────────────────────┐ │
│ │ Mycel Shell (Wayland) │ │
│ │ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │ │
│ │ │ Native │ │ Wine App │ │ Wine App │ │ Native │ │ │
│ │ │ Surface │ │ (Notepad)│ │ (Excel) │ │ Surface │ │ │
│ │ └──────────┘ └──────────┘ └──────────┘ └──────────┘ │ │
│ └──────────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌──────────────────────────────────────────────────────────┐ │
│ │ XWayland Bridge │ │
│ └──────────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌──────────────────────────────────────────────────────────┐ │
│ │ Wine Runtime │ │
│ │ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │ │
│ │ │ Wine Core │ │ DXVK │ │ vkd3d │ │ │
│ │ │ (Win32 API) │ │ (DirectX 9- │ │ (DirectX 12)│ │ │
│ │ │ │ │ 11→Vulkan) │ │ │ │ │
│ │ └─────────────┘ └─────────────┘ └─────────────┘ │ │
│ │ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │ │
│ │ │ Bottles │ │ Winetricks │ │ Proton │ │ │
│ │ │ (Prefix Mgr)│ │ (Deps) │ │ (Gaming) │ │ │
│ │ └─────────────┘ └─────────────┘ └─────────────┘ │ │
│ └──────────────────────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────┘
- Wine 9.x installation and configuration
- XWayland integration with compositor
- Bottle management (isolated prefixes)
- Common app profiles
- "Install Photoshop" → finds compatible version, configures Wine
- Automatic dependency resolution
- Performance profiling and optimization
- Seamless file association
User: "I need to run Excel"
Mycel: I'll set up Microsoft Excel for you. I found that Excel 2019
works well with Wine. Setting up now...
[Progress: Installing dependencies...]
[Progress: Configuring DirectX...]
[Progress: Creating shortcut...]
Done! Excel is ready. Would you like me to open it?
[Excel window appears integrated into Mycel Shell,
sharing clipboard with native apps]
- Security audit and hardening
- Performance optimization
- Documentation completion
- Beta release preparation
- Security audit (external)
- Sandbox escape testing
- Network security review
- Cryptographic review (keys, tokens)
- Profiling and hotspot elimination
- Memory optimization
- Startup time optimization
- GPU utilization tuning
- User documentation
- Developer documentation
- Installer creation
- Update mechanism
- Public beta release
- Community building
- Pattern marketplace
- Third-party integrations
- Public beta announcement
- Feedback collection system
- Bug triage process
- Community Discord/forum
- Pattern marketplace UI
- Developer SDK
- Plugin architecture
- Integration partnerships
| Role | Count | Focus |
|---|---|---|
| Runtime Engineer | 2 | Mycel Runtime, Rust |
| Blockchain Engineer | 1 | NEAR, Bittensor |
| Graphics Engineer | 1 | Compositor, GPU |
| ML Engineer | 1 | LLM integration, patterns |
| Product/UX | 1 | Design, user research |
| Resource | Specification | Cost/Month |
|---|---|---|
| Dev Servers | 4x 32-core, 128GB, A100 | $8,000 |
| CI/CD | GitHub Actions | $500 |
| NEAR Testnet | Minimal | $50 |
| Bittensor Testnet | Validators | $200 |
| Storage (patterns) | IPFS/Arweave | $300 |
| Phase | Duration | Estimated Cost |
|---|---|---|
| 0-2 | 20 weeks | $200,000 |
| 3-4 | 24 weeks | $300,000 |
| 5-6 | 20 weeks | $250,000 |
| 7 | 8 weeks | $100,000 |
| Total | 72 weeks | $850,000 |
| Risk | Likelihood | Impact | Mitigation |
|---|---|---|---|
| LLM quality insufficient | Medium | High | Multi-model fallback, cloud escalation |
| Bittensor subnet rejection | Low | Medium | Alternative incentive mechanisms |
| Wine compatibility issues | High | Medium | Focus on popular apps, community testing |
| Privacy concerns | Medium | High | Third-party audit, transparent policies |
| Performance issues | Medium | Medium | Continuous profiling, optimization sprints |
- Dev environment setup time < 15 minutes
- 95% of CLI commands work as expected
- Local LLM response time < 2 seconds
- GUI startup time < 5 seconds
- Frame rate > 60fps for standard operations
- UI pattern adoption rate > 30%
- 50+ Windows apps verified working
- Zero critical security vulnerabilities
- Documentation coverage > 90%
- 1,000+ beta users in first month
- 100+ patterns shared in marketplace
- NPS score > 40
- Pure Rust (no C bindings)
- Active development
- Good documentation
- Used by other Rust compositors
- Lower fees for micropayments
- Human-readable accounts
- Rust-native SDK
- Fast finality
- Established subnet architecture
- Real economic incentives
- Active miner/validator network
- Alignment with decentralized AI goals
Document Version: 1.0 Last Updated: January 2026 Next Review: March 2026