[arscan]

The feedback loop from potential developer users of your API is excruciatingly slow and typically not a process that an API developer would want to engage in. Recruit a bunch of developers to read the docs and try it out? See how they used it after days/weeks? Ask them what they had trouble with? Organize a hackathon? Yuck. AI, on the other hand, gives you immediate feedback as to the usability of your “UAI”. It makes something, in under a minute, and you can see what mistakes it made. After you make improvements to the docs or API itself, you can effectively wipe its memory by cleaning out the context, and see if what you did helped. It’s the difference between debugging a punchcard based computing system and one that has a fully featured repl.