● Covered by 1 source · 1 reportMedium impact
Onboard-CLI Tool Launches for Visualizing Codebases with LLM and AST
Key points
- Onboard-CLI aids in visualizing complex codebases.
- Uses AST parsing for accurate structural node generation.
- Includes features for architecture drift detection and impact analysis.
Overview of Onboard-CLI
Onboard-CLI is a tool designed for developers to visualize and analyze large codebases. Integrating a command-line interface with a web-based visualizer, it leverages Abstract Syntax Tree (AST) parsing through Tree-sitter to facilitate deep code analysis.
The tool generates structural topology graphs and enforces architectural constraints, aiding in maintaining code health.
Key Features
The AST Slicing Engine enables reliable parsing of multiple programming languages including Go, JavaScript, TypeScript, Python, and Java. This enhances the tool’s utility for diverse codebases.
An interactive visualizer is included, which quickly sets up a local React Flow canvas to help users explore code paths and dependencies interactively.
Architecture Drift Detection
Onboard-CLI features an architecture drift detection mechanism that compares the code against predefined architecture rules. This ensures that unauthorized cross-file imports and architectural violations are flagged, promoting proper code management over time.
Technology and Performance
Built with a modern tech stack including Go for the CLI, and Vite with React 19 for the frontend, Onboard-CLI offers impressive performance. Optimizations ensure that it can handle large node sets effectively.
The tool supports configurable visualization radii for deep mapping of complex dependency trees.
Installation and Usage
Onboard-CLI can be easily installed using shell scripts provided in the repository, and it supports CI/CD environments by generating necessary configurations. Users can invoke several commands to initialize the tool and trigger visualization for specific code targets.
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Primary sources
GitHub cmc_internal/api GitHub github/collect GitHub animesh-94/Onboard-CLI GitHub _private/browser GitHub get-started/accessibility GitHub open-source/sponsorsReporting from
Onboard-CLI, a command-line tool and web visualizer, has been launched to assist developers in understanding complex codebases. It utilizes AST parsing via Tree-sitter to create topology graphs and enforce architectural boundaries, improving code management and visualization.