Multi-Agent Negotiation Protocols: How AI Agents Should Bargain for Resources

Static quotas are the death of agentic autonomy. If you're still using Kubernetes-style resource limits to manage your AI swarms, you're likely leaving 30% to 40% of your compute capacity on the table