MoFA Stage Development Roadmap

AI Native

1. Intelligent Code Assistant (Copilot-like)

# Based on Monaco editor extension
frontend/src/components/editor/
├── AIAssistant.vue            # AI assistant component
├── CodeSuggestion.vue         # Code suggestions
├── SmartRefactor.vue          # Smart refactoring
└── ContextMenu.vue            # Contextual smart menu

Features:

• Select code → AI explanation/optimization suggestions
• Natural language → Code generation
• Smart import and dependency management

Priority: High

2. Intelligent Linking

# Based on existing DataflowGenerator extension
# Currently only supports automatic Flow generation, perhaps Node automatic generation can also be added
frontend/src/components/ai/
├── NLConfigGenerator.vue      # Natural language configuration
├── ConfigValidator.vue        # Configuration validation
└── SmartConfigSuggest.vue     # Smart configuration suggestions

Feature: “I want an agent that can process PDF documents” → Automatically generates configuration

Priority: Li Yao will continue working on this first. Once the functionality is clarified and decoupled into a dataflow, it will be handed over as a bounty task to avoid repeated alignment and modification hassles. So temporarily set to Low.

Monitoring and Debugging

3. Debugging and Testing Tools

# New debugging module
frontend/src/views/Debug/
├── AgentDebugger.vue         # Agent debugger
├── DataflowTracer.vue        # Dataflow tracer
└── TestRunner.vue            # Test runner

Priority: High

4. Intelligent Log Analysis

# Optimize and expand existing log functionality
backend/analytics/
├── log_parser.py              # Log parser
├── anomaly_detector.py        # Anomaly detection
└── insights_generator.py      # Insights generator

Feature: AI-driven log analysis and problem diagnosis

Priority: Medium or High?

5. Runtime Status Monitoring Dashboard

# New
frontend/src/views/Monitoring/
├── PerformanceDashboard.vue   # Performance dashboard
└── ResourceUsage.vue          # Resource usage

Priority: Low or Medium?

Others

6. Create a user-friendly “Store” based on nodehub and flowhub

# New marketplace module
frontend/src/views/Marketplace/
├── AgentMarket.vue           # Agent marketplace
├── AgentDetails.vue          # Agent details page
└── Reviews.vue               # Review system

Priority: Low

Cloud Deployment and Infrastructure

7. SaaS Transformation

# Expand existing
backend/routes/organizations.py  # Organization management
backend/routes/users.py         # User permissions
frontend/src/views/Dashboard.vue # Multi-user dashboard

Priority: Low

8. Cloud Deployment Solution

# New
deploy/
├── kubernetes/                 # K8s deployment configuration
├── terraform/                  # Cloud resource management
└── scripts/cloud-deploy.sh     # One-click deployment script

Feature: Support one-click deployment for mainstream platforms like AWS/Google

Priority: Low