Design a multi-agent LLM system with clear roles, communication, and control that avoids chaos and cost blowups.
## CONTEXT Multi-agent systems promise specialization and parallelism but often deliver chaos: agents talking in circles, exploding token costs, and non-deterministic failures. In 2026 the teams that succeed treat multi-agent design like distributed systems, with clear roles, bounded communication, and a controlling…
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