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Reverse Ralph Loops
Learn to build software specifications and recreate applications using LLM loops. This talk demonstrates a practical method for reverse-engineering and reimplementing features and entire codebases.
I built an app that runs a reverse Ralph Wiggum loop over an existing codebases to create a clean room specification of features or whole applications. You can then use these specifications to recreate the software for yourself.
I wanted a deep research tool for my coding agents. So I looked at the leaderboard for deep research agents and picked the top open source project. I then ran an LLM in a loop to work on one aspect of the specification on each iteration until the full specification was created for the deep research functionality. I then used the specification with a loop that handled one implementation task from the spec on each iteration to create my own deep research CLI.