Multi-agent AI pipeline auto-generates and refines code in a loop

A developer built a pipeline where one AI agent writes Python code, a second scores it, and a third refines it until it hits a 9.6/10 threshold. The system uses Claude Opus 4-8 for generation and runs up to three refinement cycles. Accepted code is executed as a child process, demonstrating an automated code improvement workflow.