Ask HN: What is your ultimate AI-assisted coding setup?
Jun 12, 2025 - news.ycombinator.com
The article outlines a vision for an AI-assisted coding setup that streamlines the process of creating specification files and implementing them. It describes a system where a user can input markdown data to generate a comprehensive specification file that is clear enough for engineers of varying experience levels to understand and implement without assistance. The process involves submitting the specification to an AI, which then processes it and returns a complete, downloadable fileset ready for use. This setup aims to facilitate efficient and accurate coding by providing clear requirements and context, emphasizing critical elements, and guiding decision-making.
The envisioned system would allow users to drag and drop starting files, if necessary, and wait for the AI to produce the final output. This process is designed to handle specification files of any complexity, ensuring that the output meets all defined requirements. The ultimate goal is to create a seamless workflow where the AI assists in generating and implementing specification files, reducing the need for manual intervention and enhancing productivity across different engineering skill levels.
Key takeaways:
Write a fully-defined specification file in markdown that is clear enough for engineers of varying experience levels to understand and implement without assistance.
Submit the specification file and any necessary starting files to the LLM by drag-and-drop for processing.
Wait for the LLM to generate the correct, full output fileset, which can take an arbitrary amount of time.
Receive the output fileset as a downloadable file, including instructions if requested.
