cua
by
trycua

Description: Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).

View trycua/cua on GitHub ↗

Summary Information

Updated 1 hour ago
Added to GitGenius on August 4th, 2025
Created on January 31st, 2025
Open Issues/Pull Requests: 141 (+0)
Number of forks: 777
Total Stargazers: 12,679 (+0)
Total Subscribers: 51 (+0)
Detailed Description

CUA (Composable User Interfaces) is a novel approach to building user interfaces, aiming to address the limitations of traditional UI frameworks like React, Vue, and Angular by focusing on fine-grained reactivity and composability. Unlike these frameworks which typically operate on virtual DOM diffing, CUA leverages a signal-based reactive system and a component model built around functions that transform signals into virtual DOM nodes. This results in significantly improved performance, particularly in scenarios with frequent updates and complex interactions.

At its core, CUA utilizes a reactive primitive called a "signal." Signals hold values that change over time, and components subscribe to these signals to re-render only when the specific data they depend on changes. This contrasts with virtual DOM approaches where entire component trees might be re-rendered even if only a small portion of the data has been modified. CUA’s reactivity is designed to be precise and efficient, minimizing unnecessary work. The repository provides a core runtime, a compiler, and tooling to facilitate building CUA applications. A key aspect is the absence of a virtual DOM; instead, updates are applied directly to the real DOM, further enhancing performance.

The component model in CUA is function-based. Components are defined as functions that take signals as input and return a virtual DOM representation (using standard JavaScript objects that mirror the DOM structure). These functions are automatically re-executed whenever their input signals change, triggering updates to the DOM. This functional approach promotes predictability and testability. The repository emphasizes the use of "effects" – functions that run side effects in response to signal changes – to manage interactions with the outside world, such as event handling and data fetching. CUA deliberately avoids concepts like component state, encouraging a data-down, actions-up pattern where state is managed externally via signals.

The CUA compiler plays a crucial role in optimizing performance. It analyzes the signal dependencies within components and generates highly efficient update functions. This compilation step allows CUA to avoid runtime overhead associated with tracking dependencies manually. The compiler also performs other optimizations, such as dead code elimination and constant folding. The repository includes a build system that integrates the compiler and runtime, allowing developers to build and deploy CUA applications. It supports TypeScript, providing strong typing and improved developer experience.

The repository also contains examples and documentation to help developers get started with CUA. These examples demonstrate how to build various UI components and applications using the CUA framework. The documentation covers the core concepts of CUA, including signals, components, effects, and the compiler. While still relatively young, CUA represents a promising alternative to traditional UI frameworks, particularly for applications that demand high performance and responsiveness. The project is actively developed and aims to provide a more efficient and composable way to build modern user interfaces.

cua
by
trycuatrycua/cua

Repository Details

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