How Agent Harnesses Scale AI Agents
Based on the Deep Agents framework by LangChain. Scaling Large Language Models (LLMs) from reactive chatbots to autonomous enterprise systems exposes an architectural limitation: context saturation. Early agent implementations relied on a shallow tool-calling loop. As these agents interact with external enterprise databases or APIs, they ingest massive, unfiltered