Agents & Orchestration
24 min
Context Engineering for Long-Horizon Agents: Managing the Only Resource That Runs Out
An agent that can act for eight hours still thinks inside a window that holds a few hundred thousand tokens. The gap between those two numbers is where most agent failures now live, and closing it has become its own engineering d…