AI RESEARCH
In-Context Prompting Obsoletes Agent Orchestration for Procedural Tasks
arXiv CS.AI
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ArXi:2604.27891v1 Announce Type: new Agent orchestration frameworks -- LangGraph, CrewAI, Google ADK, OpenAI Agents SDK, and others -- place an external orchestrator above the LLM, tracking state and injecting routing instructions at every turn. We present a controlled comparison showing that for procedural tasks, this architecture is dominated by a simpler alternative: putting the entire procedure in the system prompt and letting the model self-orchestrate.