BirdNest Tech Talk

Jun 11, 2026 · Artificial Intelligence

Loop Engineering in Practice: Automating Eight Kuiniu Features with a Single /loop-it Command

The author demonstrates Loop Engineering by feeding a PRD to Claude Code, triggering a /loop-it command, and in one hour automatically creating, implementing, reviewing, and shipping eight GitHub issues for the Kuiniu tool, while detailing the concept, history, workflow design, state management, error recovery, and practical insights.