Iris Architecture
Understanding the elegant and intelligent system designed for autonomous web testing
The Iris architecture is an elegant and intelligent system designed for autonomous web testing.
The code is available at github.com/tryiris/iris.
Architecture Components
Control Plane
The Control Plane is the central nervous system of Iris, built with modern technologies:
T3 Stack Integration
- Built on the T3 Stack with ZenStack for type-safe database operations
- Manages the message broker for efficient test distribution
- Orchestrates the multimodal AI agents
Frontend Interface
- Built with Next.js and TypeScript
- Provides an intuitive interface for test creation and monitoring
- Connects via tRPC for type-safe API communications
Data & Security
- Authentication through secure OAuth providers
- Prisma with ZenStack for robust database management
- Enhanced access control and data security
AI Agent Network
Our AI Agents form a sophisticated distributed network that connects to the control plane through a message broker system. Each agent is equipped with advanced capabilities:
Natural Language Processing
Process and understand test specifications written in plain English
Multimodal Testing
Execute tests using combined vision, text, and interaction capabilities
Adaptive Learning
Automatically adjust to website changes through recursive learning
Real-time Updates
Update test results instantly to the central database
Network Capabilities
The distributed agent network provides:
- Dynamic Scaling: Automatically scales based on testing demand
- Self-Organization: Agents self-organize to handle different test types
- Collective Learning: Learn from shared testing experiences
- Autonomous Adaptation: Adapt to new testing patterns without manual intervention
AI Models
The agents leverage state-of-the-art AI models for:
Visual Understanding
Advanced processing of web interfaces and UI elements
Language Processing
Natural language understanding of test requirements
Behavior Modeling
Accurate simulation of human interactions
Test Generation
Automated creation and execution of test cases