The rise of agentic AI has sparked a debate on whether open-source infrastructure is becoming obsolete. However, as David Nalley of AWS highlighted at OpenSearchCon India 2026, the economics of token consumption make recreating established infrastructure from scratch a waste of resources. Rather than reinventing foundational software, AI agents should utilize proven, open-source building blocks like OpenSearch.