Frontier model agents require significant RAM when running via harnesses like Claude Code or Codex. Running multiple concurrent sessions with nested sub-agents increases memory overhead substantially compared to single-turn inference.
HOW THIS AFFECTS YOU
●
builderYou must account for high memory consumption when scaling agentic workflows and multi-agent architectures.