The Orchestrator: Why Your Loop Needs a Control Shell Around the LLM
Why the orchestrator must read evidence, request one bounded mutation, verify it, and revert failure cleanly.
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CleanLoop: A Bounded Mutation Loop for Self-Improving Data Pipelines
A repo-first walkthrough of CleanLoop, the bounded mutation loop that repairs finance pipelines with one mutable genome and one fixed judge.