Let's review
In this module, you learned how to use auto generate to create Tines formulas using natural language. You now understand where to find the feature in the pill editor, how to write effective prompts, and how to validate and refine your results:
Key skills you developed:
Generating and testing formulas: You learned how to use the auto generate interface, review generated formulas, and validate output using the Results preview in the pill editor.
Writing effective prompts: You applied prompt engineering principles to describe desired outcomes clearly, reference upstream data structures explicitly, and use examples for complex transformations.
Iterating and refining: You practiced adjusting prompts based on results, testing across different data scenarios, and combining auto-generated formulas with manual edits.
Remember that auto generate is both a productivity tool and a learning resource. The more you use it, the more comfortable you'll become with Tines formulas overall. Pay attention to the patterns in the formulas it generates, and you'll naturally build your formula skills over time!
Next up
In the next module, you'll explore automatic mode in the Event Transform action, which uses AI to generate Python code for complex data transformations. You'll see how AI can help you manipulate data in ways that go beyond what formulas can do, opening up even more possibilities for your workflows.