A safe refactor plan for data pipelines: characterization tests, seams, and steps that keep CI green. Built for agency dev shops working in data pipelines, tuned for Replit AI. Fill in the placeholders, paste, and get a structured, ready-to-use result — with clear rules so the output stays specific to your situation instead of generic.
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by Lucas Beckett✓