A practical guide on when multi-agent orchestration is actually warranted in Laravel applications. The core argument: a separate agent only justifies its existence when it requires its own model, tools, or instructions. Covers delegation tradeoffs, context handoff between agents, and how to validate routing logic before it introduces costly latency overhead.

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