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Muhammad Fiaz@muhammadfiazβ€’Jan 11
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snarktank/ralph: Ralph is an autonomous AI agent loop that runs repeatedly until all PRD items are complete.

From github.comβ€’Jan 11β€’5m read time

Ralph is an autonomous AI agent loop that repeatedly runs Amp (an AI coding tool) until all Product Requirements Document (PRD) items are complete. Each iteration spawns a fresh Amp instance with clean context, while memory persists through git history, progress.txt, and prd.json. The workflow involves creating a PRD using a skill, converting it to JSON format, and running the Ralph script which automatically picks stories, implements them, runs quality checks, commits changes, and updates progress. Key concepts include fresh context per iteration, small task sizing, AGENTS.md updates for learnings, feedback loops through typechecking and tests, and browser verification for UI changes.

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Muhammad Fiaz
@muhammadfiaz
JoinedΒ Oct 12. 2023
5.1K

Open-Source Contributor ✨ and Maintainer πŸ”₯ and Full Stack Developer πŸ§‘β€πŸ’»

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