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RELEASE_NOTES.md

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We're excited to announce the first release of **Goa-AI**, a powerful plugin for the [Goa framework](https://goa.design) that brings design-first development to AI backends. With Goa-AI, you can build production-ready [Model Context Protocol (MCP)](https://modelcontextprotocol.io) servers from simple Go definitions—no more handwriting API specs, JSON schemas, or boilerplate code.
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## 🎯 What is Goa-AI?
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## What is Goa-AI?
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Goa-AI extends Goa's proven design-first methodology to the world of AI agents. Define your AI backend's tools, resources, and prompts in a simple, type-safe Go DSL, and let Goa-AI generate:
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- **Protocol compliance** with automatic capability negotiation
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- **Production-ready code** with robust error handling
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## Key Features
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## Key Features
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### 🛠️ MCP Protocol Implementation
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### MCP Protocol Implementation
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Complete implementation of the Model Context Protocol specification:
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- **Subscriptions**: Real-time resource updates via Server-Sent Events
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- **Streaming**: First-class support for streaming tool responses
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### 🎨 Elegant DSL
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### Elegant DSL
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Simple, readable API for describing your AI backend:
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})
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```
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### 🔄 JSON-RPC Transport
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### JSON-RPC Transport
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Built on Goa's robust JSON-RPC implementation:
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- Content negotiation via Accept headers
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- Goa-generated encoders (no manual JSON marshaling)
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### 🧩 Flexible Architecture
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### Flexible Architecture
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- **Adapter pattern**: Clean separation between MCP protocol and your business logic
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- **Configurable options**: Logging, error mapping, resource access control
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- **Client wrapper**: Incremental MCP adoption for existing services
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- **Protocol versioning**: Explicit version negotiation and validation
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### 🎯 Type Safety
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### Type Safety
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- Go type system ensures consistency between server and JSON schemas
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- Compile-time checks prevent runtime errors
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- Goa validations enforce contracts at API boundaries
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- No redundant nil checks or defensive programming needed
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### 🧪 Comprehensive Testing
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### Comprehensive Testing
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Production-ready with extensive integration tests:
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- Framework for adding custom scenarios
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- CI/CD integration with GitHub Actions
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## 📦 What's Included
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## What's Included
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### Core Components
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- **Prompts tests**: Static and dynamic prompts, variables
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- **Notifications tests**: Progress, status, resource changes
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## 🚀 Getting Started
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## Getting Started
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### Installation
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}'
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```
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## 🎨 Design Philosophy
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## Design Philosophy
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Goa-AI follows these core principles:
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5. **Minimal Surface Area**: Small, focused API that composes well
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6. **Production-Ready**: Generated code is robust, efficient, and maintainable
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## 📚 Documentation
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## Documentation
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- **README.md**: Quick overview and quickstart
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- **DESIGN.md**: Deep dive into architecture and implementation
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- **AGENTS.md**: Repository guidelines and coding standards
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- **integration_tests/README.md**: Comprehensive testing guide
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- **Example service**: Complete working demonstration
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## 🔧 Configuration & Customization
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## Configuration & Customization
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### Adapter Options
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```
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## 🧪 Testing
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## Testing
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Run the full test suite:
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go test -v ./tests -run TestMCPPrompts
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```
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## 🏗️ Architecture Highlights
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## Architecture Highlights
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### Code Generation Strategy
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- Handles required fields and validation
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- Base64-encoded bytes support
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## 📋 Requirements
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## Requirements
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- **Go**: 1.24 or newer
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- **Goa**: v3.22.2 or newer
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- **Protoc**: For running `make tools` (optional)
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## 🛣️ Roadmap
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## Roadmap
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Future enhancements under consideration:
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- **OpenAPI integration**: Export tool definitions to OpenAPI
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- **Enhanced schema validation**: More comprehensive JSON schema generation
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## 🤝 Contributing
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## Contributing
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We welcome contributions! Please:
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4. Ensure tests pass: `make ci`
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5. Update documentation for new features
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## 📄 License
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## License
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MIT License—same as the Goa framework.
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## 🙏 Acknowledgments
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## Acknowledgments
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Built with and for:
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- **[Goa](https://goa.design)**: The powerful design-first microservices framework
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- **[Model Context Protocol](https://modelcontextprotocol.io)**: The open protocol for AI-backend communication
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- The Go community for excellent tooling and libraries
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## 🔗 Links
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## Links
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- **GitHub**: https://github.com/goadesign/goa-ai
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- **Documentation**: https://pkg.go.dev/goa.design/goa-ai

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