Thoughts on Claude Code (www.spakhm.com)

A programmer has shared insights into their experience building an imaginary programming language called Beep, utilizing Claude Code (Opus 4.5) as a collaborative coding partner. This project exemplifies the potential of AI in software development beyond simple CRUD applications, showcasing how AI can enhance coding efficiency and assist in complex design tasks. The language incorporates features like lexical scoping, shadowing, and dynamic scoping, all of which were significantly influenced by AI-generated suggestions during development. The significance of this story lies in its demonstration of AI's growing role in tackling programming challenges, such as managing binding scopes through innovative data structure approaches. The author highlights the utility of AI in performing mechanical refactorings and solving nuanced problems in parser design, leading to more streamlined development processes. While challenges remain—such as the AI's occasional difficulty in solving more complex issues—this narrative illustrates how collaboration with AI tools can enhance a developer's capabilities, making advanced programming tasks more accessible and efficient.