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Agent#

The Agent Harness: An Agent Is More Than a Loop

AG2 Beta — The Agent Harness

Today we're diving into the AG2 agent, it's harness, as this plays a crucial role in having a reliable long-term agent.

An agent has moved on from a simple loop around LLM and tool calls. It has memory that spans thousands of turns. It can run tools in parallel, delegate subtasks, and call back to a human. It keeps producing under context pressure. It can be traced, metered, and gated. This post zooms in on that machinery — what the AG2 beta harness gives you, and how to reach for each part.