Prompting vs. Workflow Design

Prompts are instructions

A good prompt clarifies the role, context, constraints, and output format. It can dramatically improve a single interaction, especially when the task is self-contained.

Workflows are systems

A workflow adds state, permissions, tools, memory, validation, approvals, and recovery. It turns a clever answer into repeatable work that a team can trust.

The mature path

Start with prompts to learn the shape of the task. Then promote repeated patterns into tools, templates, recipes, and checks. The goal is not to remove prompting; it is to stop depending on fragile wording for core behavior.