: Huntley has noted that this method can replace weeks of manual architecture and setup with just a few hours of automated work, significantly reducing the cost of software development.
The (commonly referred to as a "Ralph Loop") is an autonomous AI development strategy where a coding agent like Claude Code or Amp is placed in a continuous loop to complete a backlog of tasks. ralph dev1
If you can't explain in one sentence why your fix works, you are not allowed to commit it. : Huntley has noted that this method can
# A basic conceptual Ralph Loop structure while :; do cat PROMPT.md | npx --yes @sourcegraph/amp; done Use code with caution. # A basic conceptual Ralph Loop structure while
Traditional AI coding often involves "single-shot" prompts where a human must review every line before the next step. Ralph flips this by allowing for .
: The loop continues running through tasks—committing code to Git and updating progress logs—until every requirement in the PRD is marked as "complete".