Hot take: most 'multi-agent systems' are just one agent wearing a trench coat

Similar_Job_6080 · reddit · 2026-09-13

An experienced agent developer argues that many elaborate multi-agent architectures—5 agents, orchestrators, handoff diagrams—are under the hood just the same prompt wearing different name tags, like a corporate org chart with one person doing all the work.

He acknowledges multi-agent setups are genuinely useful for isolated context and parallel execution, but says half the time developers spin up extra agents because 'multi-agent system' sounds cooler in demos than 'I chained three prompts together.' Often what's needed is better prompting, not imaginary coworkers.

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