Browsing Without the Bloat: Teaching Agents to Think Before They Scroll
Opening — Why this matters now Large Language Models have learned to think. Then we asked them to act. Now we want them to browse — and suddenly everything breaks. Deep research agents are running head‑first into a practical wall: the modern web is not made of tidy pages and polite APIs. It is dynamic, stateful, bloated, and aggressively redundant. Give an agent a real browser and it drowns in tokens. Don’t give it one, and it misses the most valuable information entirely. ...