sf-agent-framework
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AI Agent Orchestration Framework for Salesforce Development - Two-phase architecture with 70% context reduction
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# Salesforce OmniStudio Architecture Knowledge Base
## Overview
OmniStudio is Salesforce's digital engagement suite that enables organizations
to create industry-specific guided experiences quickly through declarative
tools. It provides a comprehensive set of components for building sophisticated
user interfaces and business processes without code.
## Core Components
### 1. FlexCards
**Purpose**: Display contextual information and actions in a card-based UI
- **Architecture**: Component-based, reusable cards
- **Data Sources**: SOQL, SOSL, DataRaptor, Integration Procedures, Apex
- **Key Features**:
- Responsive design
- State management
- Conditional rendering
- Actions and events
- Child FlexCards support
### 2. OmniScripts
**Purpose**: Guide users through complex business processes
- **Architecture**: Step-based workflow engine
- **Components**:
- Steps and Blocks
- Elements (inputs, displays, actions)
- Conditional branching
- Data manipulation
- Integration capabilities
### 3. Integration Procedures
**Purpose**: Server-side data orchestration and processing
- **Architecture**: Declarative ETL engine
- **Capabilities**:
- Multiple data source integration
- Complex transformations
- Batch processing
- Error handling
- Caching strategies
### 4. DataRaptors
**Purpose**: Extract, transform, and load data between Salesforce and external
systems
- **Types**:
- Extract: Read data from Salesforce
- Transform: Manipulate data structure
- Load: Write data to Salesforce
- Turbo Extract: High-performance queries
### 5. Decision Matrices
**Purpose**: Rules engine for decision logic
- **Use Cases**:
- Pricing calculations
- Eligibility determination
- Product recommendations
- Workflow routing
## Architecture Patterns
### Component Hierarchy
```
OmniScript
├── FlexCards
│ ├── Child FlexCards
│ └── Actions
├── Integration Procedures
│ ├── DataRaptors
│ └── Apex Classes
└── Decision Matrices
```
### Data Flow Architecture
1. **User Interface Layer**: FlexCards, OmniScripts
2. **Business Logic Layer**: Integration Procedures, Decision Matrices
3. **Data Access Layer**: DataRaptors, SOQL, Apex
4. **Platform Layer**: Salesforce Objects, APIs
## Performance Optimization
### Caching Strategies
1. **FlexCard Caching**
- Session cache for static data
- Time-based cache expiration
- User-specific cache keys
2. **Integration Procedure Caching**
- Response caching
- Conditional cache refresh
- Cache warming strategies
### Best Practices for Performance
1. **Data Retrieval**
- Use Turbo Extract for large datasets
- Implement selective field queries
- Leverage indexed fields
- Minimize SOQL queries
2. **Component Design**
- Lazy loading for FlexCards
- Pagination for large lists
- Asynchronous data loading
- Minimize component nesting
3. **Integration Optimization**
- Batch operations where possible
- Implement circuit breakers
- Use platform events for async
- Cache external callouts
## Security Considerations
### Data Security
- Field-level security enforcement
- Record-level access control
- Encryption for sensitive data
- API security best practices
### Component Security
- Profile-based visibility
- Permission set controls
- Custom permissions
- IP restrictions
## Deployment Architecture
### Version Control
```
/omnistudio
├── /flexcards
├── /omniscripts
├── /integrationprocedures
├── /dataraptors
└── /decisionmatrices
```
### Migration Strategy
1. **Development**
- Component isolation
- Dependency mapping
- Test data preparation
2. **Deployment**
- IDX Workbench export/import
- Metadata API deployment
- Post-deployment validation
- Rollback procedures
## Integration Patterns
### Salesforce Integration
- Platform Events
- Change Data Capture
- Streaming API
- REST/SOAP APIs
### External Integration
- HTTP Callouts
- Named Credentials
- OAuth flows
- Webhook handlers
## Scalability Considerations
### Component Limits
- FlexCard: 100 cards per page
- OmniScript: 200 elements per script
- Integration Procedure: 10 minute timeout
- DataRaptor: 50,000 record limit
### Scaling Strategies
1. **Horizontal Scaling**
- Component modularization
- Microservice approach
- Load distribution
2. **Vertical Scaling**
- Query optimization
- Batch processing
- Async patterns
## Industry-Specific Patterns
### Financial Services
- Account aggregation FlexCards
- Loan application OmniScripts
- Risk assessment matrices
- Transaction DataRaptors
### Healthcare
- Patient journey OmniScripts
- Care plan FlexCards
- Clinical decision support
- HL7 integration procedures
### Insurance
- Quote generation workflows
- Policy management cards
- Claims processing scripts
- Underwriting rules
## Troubleshooting Guide
### Common Issues
1. **Performance Problems**
- Check SOQL query efficiency
- Review component complexity
- Analyze cache hit rates
- Monitor API callouts
2. **Data Issues**
- Verify field mappings
- Check data types
- Review transformation logic
- Validate permissions
3. **Integration Failures**
- Check endpoint availability
- Review authentication
- Validate data formats
- Monitor rate limits
## Future Considerations
### Platform Evolution
- AI-powered components
- Enhanced mobile capabilities
- Improved performance tools
- Extended integration options
### Best Practices Evolution
- Continuous monitoring
- Performance baselines
- Regular optimization
- Architecture reviews