When You Don't Need an LLM: Splitting Work Between Device, Classifier and Big Model

Laravel AI SDK 1.0 makes classification a capability of its own. It is the same question I ask in Miraviso: which slice of the work actually deserves a generative model.

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Orchestrating Agents: Nobody Decides Who Goes Next

In a Strands swarm, routing is a model's tool call and termination is silence. Real runs against strands-agents 1.63.0 show what 'completed' actually means: nobody asked for help.