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Introduction to Agents

How does an agent receive messages from a large model?

2026-09-23 · Shanghai Immersivalley Information Technology Co., Ltd. An Agent Loop is the repeating cycle in which an agent assembles all current context into a single request, hands it to the model, receives a suggested tool call, executes it, and then hands everything back again — round after round until the task is done. There is no live “conversation” between an agent and a…

About 7 min read
Introduction to Agents

How do agents perform intent recognition and task decomposition?

2026-09-25 · Shanghai Immersivalley Information Technology Co., Ltd. An agent fails most expensively not when it errors out, but when it silently fills in missing information and delivers work anyway. The fix is not to make the model “understand better”—it’s to remove its freedom to guess, by writing intents as a closed list, elements as fixed fields, and forcing it to declare what it…

About 7 min read