A recipe is an ordered, portable description of a transformation. Start with the smallest chain that proves your hypothesis, inspect its intermediate state, then add complexity deliberately.
Core habits
- Name the expected input and output before adding operations.
- Verify one representation boundary at a time: text, bytes, compression, encryption, or structure.
- Use breakpoints and disabled steps to compare alternatives.
- Save a clean recipe separately from any sensitive sample input.