
Having had some success using AI to develop software, firmware and as a delegated sysadmin, I was curious to see what it could do with hardware. My weapon-of-choice for this is OpenAI’s Codex CLI but I also use other models, including Anthropic’s Claude models, to do similar things at work.
What are navigation marks?
As you (probably) know by now, I like boats. Seas and rivers use various navigation marks to help keep sailors safe and pointing in the right direction, and their shapes and lights are standardized by an international body called IALA.












