Testing
Systematically evaluate your AI agents performance, accuracy, and reliability
The Testing section provides tools and frameworks for systematically evaluating your AI agents’ performance, accuracy, and reliability across a range of scenarios.
Testing Overview
The testing system in Xenovia offers several approaches to validation:
Test Case Management
Create and organize test scenarios
Test Execution
Run tests against your agents
Results Analysis
Evaluate test outcomes
Specialized Testing
Address specific evaluation needs
Test Case Management
The Test Case Management section allows you to create and organize test scenarios:
- Define inputs and expected outputs
- Set evaluation criteria
- Configure test parameters
- Add test metadata and descriptions
- Define inputs and expected outputs
- Set evaluation criteria
- Configure test parameters
- Add test metadata and descriptions
- Group related tests into suites
- Tag tests by purpose or feature
- Set test priorities
- Manage test dependencies
- Update tests as requirements change
- Version control for test cases
- Archive obsolete tests
- Clone and modify existing tests
- Set up automated test runs
- Configure test frequency
- Define trigger conditions
- Set notification preferences
Test Execution
The Test Execution section allows you to run tests against your agents:
Test Selection
Choose which tests or test suites to run
Execution Configuration
Set parameters for the test run
Execution Monitoring
Track progress in real-time
Results Collection
Gather and organize test outcomes
Execution features include:
- Manual or scheduled execution
- Batch processing for multiple tests
- Environment selection (dev, staging, production)
- Resource allocation controls
- Timeout and retry settings
Results Analysis
The Results Analysis section helps you evaluate test outcomes:
Results Dashboard
Overview of test performance
Failure Analysis
Detailed examination of test failures
Trend Analysis
Performance changes over time
Comparison View
Side-by-side result comparison
Analysis capabilities include:
- Success/failure statistics
- Performance metrics (time, resources)
- Error categorization
- Root cause identification
- Historical comparison
- Export and reporting
Specialized Testing
Xenovia supports various specialized testing approaches:
- Verify that new changes don’t break existing functionality
- Automated comparison with baseline performance
- Change impact analysis
- Regression detection alerts
- Verify that new changes don’t break existing functionality
- Automated comparison with baseline performance
- Change impact analysis
- Regression detection alerts
- Compare different agent versions or configurations
- Statistical significance calculation
- Performance differential analysis
- User preference tracking
- Evaluate performance under high load
- Concurrency handling assessment
- Resource scaling behavior
- Breaking point identification
- Prompt injection testing
- Data leakage detection
- Authentication verification
- Permission boundary testing
Test Types
Xenovia supports different test types to address various aspects of agent quality:
Functional Tests
Verify correct behavior for specific inputs
Performance Tests
Measure response time and resource usage
Accuracy Tests
Evaluate correctness of agent responses
Robustness Tests
Test behavior with unexpected inputs
Integration Tests
Verify interactions with other systems
User Experience Tests
Assess from the user’s perspective
Automated Testing
Xenovia provides robust automation capabilities for testing:
CI/CD Integration
Connect testing to your development pipeline
Scheduled Testing
Set up regular test runs
Event-triggered Tests
Run tests in response to specific events
Reporting Automation
Generate and distribute test reports