Show HN: Ariana – Effortlessly Monitor AI-Generated Code at Runtime

The author expresses frustration with traditional debugging methods for AI-generated code, often requiring extensive logging or breakpoints to diagnose issues. To address this, they developed a tool called “Ariana,” designed to simplify the debugging process in IDEs like VSCode and Cursor. Ariana allows users to run their JavaScript, TypeScript, or Python code with minimal changes, adding observability and generating visualizations of logic and data flows. This tool aims to eliminate the need for constant bug reproduction and cumbersome logging, making the debugging experience more intuitive. The initial version works by transforming code on the author’s server, with plans for a self-hosted option and future integrations of language learning models (LLMs). The overarching goal is to help maintainers understand their code effortlessly and efficiently, evolving into a reliable option even in production scenarios. Users can start with the free VSCode extension, although it remains experimental.

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