When to split into multiple agents instead of giving one more tools?

Hammad_developer · reddit · 2026-10-01

A developer building a multi-agent system (inventory, pricing, customer queries, analytics) wrestles with when to actually split agents. Adding specialist agents on every orchestrator failure causes context loss and handoff overhead; the counter-argument is one well-scoped agent beats five with coordination costs until you hit real reasons: different models, permissions, or independent scaling. They ask production practitioners for the actual trigger — capability, cost, latency, or tidiness — and whether anyone merged agents back and was happier.

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