Loop Engineering: The Same Machine That Saves You or Sinks You

Why Agentic AI Needs a Loop, Not Just a Prompt

Loop Engineering is the skill that turns an Agentic AI system from an expensive babysitting job into an autonomous worker that runs while you sleep. From prompt engineering to context engineering to harness-building — this episode traces the evolution and explains what makes a reliable AI loop: a heartbeat, a memory file, a separate checker, and guardrails that stop runaway costs before they happen.