From Direct Prompting to Agentic Loops: The New AI Paradigm

The article argues that the era of manual prompt engineering is ending, as developers shift toward designing recursive loops that enable AI agents to autonomously iterate and improve. This paradigm shift, exemplified by Claude Code's /loop feature, represents a fundamental change in how AI-powered systems will be engineered and maintained.