Your AI agent can learn briefroom from /llms.txt and use it end-to-end — deploy HTML in one command, share a live URL, and pull human comments back as actionable Markdown. Humans review right on the page: click any element to comment, no account needed, works on mobile. Your agent applies the fixes and redeploys to the same URL. The loop is closed.