Tech Minimalism

Feb 23, 2026 · Artificial Intelligence

From PRD to Code: How Ralph’s Autonomous AI Agent Loop Automates Development

Ralph uses a simple Bash‑loop architecture to launch a fresh AI instance for each PRD task, storing state in Git, progress.txt and prd.json, then iteratively runs quality checks, commits code, and updates documentation, enabling end‑to‑end automated development from specification to production.