07:07
2026-06-04
dev.to
ai-agents
How I made AI agents safe to run on real infrastructure
A developer built Cmdop, an agent-to-infrastructure platform that runs LLM agents on live systems, and solved the reliability problem by implementing a verification loop that scores every tool call be…