outcomes for architecture - helixml/helix

Helix is an open-source framework for building web applications in Go. The following are the different components of HelixML and their roles:

Go Programming Language: Helix is built using the Go programming language, which provides features such as concurrency, garbage collection, and strong typing.
Docker: Helix uses Docker to containerize applications, making it easy to distribute and run them.
Git: Helix uses Git for version control, allowing developers to track changes and collaborate on code.
PostgreSQL: Helix uses PostgreSQL as its database, providing a reliable and scalable solution for storing application data.
Go Mocking Framework: Helix uses the Go Mocking Framework to create mock objects for testing, making it easier to write unit tests.
Gorilla Router: Helix uses the Gorilla Router for routing HTTP requests, providing a flexible and efficient solution for handling web requests.
Gorilla Websocket: Helix uses the Gorilla Websocket for real-time communication between the client and server, enabling features such as live updates and notifications.
Material UI: Helix uses Material UI for building the user interface, providing a modern and responsive design.
JWT: Helix uses JWT for authentication and authorization, ensuring that only authorized users can access protected resources.
Go CMP: Helix uses Go CMP for code generation, allowing developers to generate boilerplate code and templates.

The architecture of Helix is designed to be modular and extensible, allowing developers to add new components and features as needed. The configuration level resource provides a detailed overview of the architecture and how to develop for Akri.

Diagrams are critical to Helix’s documentation, providing a visual representation of the system architecture and making it easier to understand how the different components interact with each other. The software architecture diagram is the first step towards implementing a new software system, providing a blueprint for the system’s design and enabling developers to plan for and implement changes in the network.

Helix uses the spiral model for software development, which is a risk-driven iterative software process model. The spiral model delivers projects in loops, with each cycle addressing the highest-risk problem and determining the objective and alternate solutions. This approach enables Helix to identify and mitigate risks early in the development process, ensuring that the final product meets the needs of its users.

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