Every pixel your agent "sees" has a price tag on it. Before an agent can do anything useful — before it fills a form, clicks a button, or fetches a record — it has to render the page, parse the DOM, and describe every button, banner, and dropdown to itself in tokens. A trivial task burns thousands of tokens before a single productive step happens. And it's not a one-time cost. Every retry re-reads the same page. Every scroll, every hover, every misfire pays the same toll again. At demo ...