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Full-stack AI · ChatDaddy

Turning a prompt into an editable automation flow

Built a production React and OpenAI Responses experience that converts natural language into structured automation workflows.

customer-facing AI workflow builderLive

01 · Context

What needed to change

Customers could describe an automation more easily than they could configure every step manually.

02 · Challenge

The hard part

Generated steps needed to fit ChatDaddy's workflow structure and remain editable before a customer used them.

03 · Approach

How I approached it

  1. Designed the prompt and response structure around valid automation steps.
  2. Built the React interface for reviewing and editing the generated flow.
  3. Used human-led evaluations to identify wrong or incomplete steps and improve the generation behavior.

04 · Outcome

What shipped

Shipped prompt-to-flow generation to production as an editable customer workflow, with human review before use.