[KongchangAI]
ConceptAgent Workload

Agent Workload

A workload pattern in which an LLM serves as the decision-making core and completes tasks through multi-turn loops of interaction with an environment. Compared with a single inference call, it involves longer call chains, context management, and control of external side effects.

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Oct 24

The key difference between agent workloads and traditional single-inference calls is that a single user request unfolds into a call chain of uncertain length, each step must carry historical context, and external side effects may be triggered.

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