WorkflowOps: Learning Agent Collaboration Priors for Multi-Agent Workflow Orchestration.

arXiv:2610.07860v1 Announce Type: new Abstract: Multi-agent systems are increasingly deployed for complex knowledge work, yet their orchestration layers remain largely memoryless: each new task is decomposed, assigned, and executed from scratch with no benefit