Show HN: A small app that ships with AI agent skills to extend and audit it (system-design-math-practice.tzvi.dev)

A new application has been introduced called the System Design Workbench, designed to enhance the skill set of AI agents through customizable features that aid in the estimation and planning of large-scale systems. Users can engage with the app by answering ten prompts per round, enabling them to practice quick estimations while validating their reasoning against reference answers. One notable feature is the ability for the AI agent to research and generate additional questions, allowing for an adaptable learning environment. This tool is significant for the AI/ML community as it not only provides a hands-on method to practice and refine skills related to system design but also emphasizes the importance of fairness and accuracy. By allowing users to audit questions for both mathematical precision and fairness, the app encourages a higher standard of quality in AI-generated content. These features collectively enable practitioners to develop more robust AI systems, making the System Design Workbench a valuable addition to the toolkit of anyone working in system architecture or AI development.