Getting a Hypergraph of Functions to a Browser
Blog post from System Initiative
The text discusses the innovative approach of the System Initiative product, which employs a graph-based data model to manage infrastructure dependencies and relationships, contrasting with traditional Infrastructure as Code (IaC) methods. By utilizing a bi-directional real-time simulation akin to a gaming world model, users can visualize changes effectively, whether they're made by human teams or AI agents. The product addresses the challenges of handling large data volumes by employing SQLite for client-side data storage and WebAssembly (WASM) to power browser clients, enhancing user experience by reducing data transfer costs and improving performance. The front-end data model, crafted in Rust and accessed via materialized views, aligns with the back-end while avoiding the replication of the Rust graph in JavaScript, enabling flexible and efficient data access. The implementation of a WebSocket-based system for real-time updates ensures data consistency across clients, significantly enhancing the user interface's performance and maintainability, and underscoring the advantages of a graph database over a traditional relational model.