Posts

TopicsAll infrastructure orchestration pipelines patterns mcp cli

SourcesAll Alfred Shen, Aaron Shen Big Technology Cerebral Valley Cloud Security Alliance FinMCP-Bench authors IEEE Spectrum AI MIT Tech Review NIST NCCoE Platformer Protocol survey authors SE Agents research group Siddhant Kulkarni, Yukta Kulkarni Wired AI

Sort

2026-05-09·6 min

Why We Were Wrong About Agent-Native CLIs

Three iterations of a substrate benchmark forced three rewrites of what agent-native CLI means. Operation size and model capability dominate. Substrate format is a few-percent margin call.

InfrastructureOrchestrationMCP