Episode Details

Most people use AI one prompt at a time, then wonder why nothing improves. This walks through the real difference between prompting and looping, the four conditions that decide if a task deserves a loop, and how Anthropic itself runs this in production. ⚡

We'll talk about:

• What a loop is and when it actually beats a normal prompt
• The four-condition test for deciding if a task deserves a loop
• The four parts every working loop needs: trigger, skills, goal, memory
• Three ways to set a trigger in Claude Code: /loop, Cloud Routines, Desktop tasks
• How to build and verify a skill before trusting it inside a loop
• Why memory matters more than speed for a loop that improves over time
• A step-by-step path to building your first loop safely

Keywords: AI Automation, Claude Code, Loop Engineering, Verification Skills, AI Tools.

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