Multi-Agent Systems Without the Hype 2026
When several agents actually pay off and when they just burn budget. Router, supervisor, agents-as-tools, and handoff; context and write isolation, limits, failure resilience, trust boundaries, and proving usefulness on your own tasks - across the OpenAI Agents SDK, LangGraph, AutoGen, and CrewAI.


