Runtime Steering for Multi-Agent Systems: Mitigating Execution Drift and Token Budget Variance in Campus Automation

Campus agentic automation uses autonomous multi-agent language models to execute multi-step administrative workflows, from transcript processing to degree audits. However, compounding execution drift