Show HN: Deterministic, machine-readable context for TypeScript codebases (github.com)

A newly launched command-line interface (CLI), LogicStamp Context, enables developers to compile React, Next.js, Vue, and TypeScript codebases into structured context bundles optimized for AI and continuous integration (CI). This tool is fast, requires no configuration, and can generate context files in under 30 seconds. By scanning project repositories, it produces context.json files for each component and a context_main.json index file outlining the entire project structure. One of the key features is its built-in security that automatically detects and sanitizes sensitive information, such as API keys, helping to maintain secure coding practices. This release is significant for the AI/ML community as it enhances the way large language models (LLMs) interact with code by reducing the amount of token usage—up to 70% savings—compared to raw source files. Additionally, the structured output allows LLMs to reason about project architecture more effectively, minimizing the risk of errors or "hallucinations." The CLI supports features like dependency graphs, style metadata extraction, and drift detection for CI workflows, making it a versatile tool for developers looking to integrate AI more seamlessly into their projects. As it is still in beta, user feedback will continue to refine its capabilities.