# When prompts are enough — Fine-tuning vs Prompting

Source: https://www.geekswithgeeks.com/en/fine-tuning/fine-tuning-02

> Apply When prompts are enough with clear evidence.

## Understand When prompts are enough

For **When prompts are enough**, begin with the problem it solves. Identify the inputs, constraints, and observable outcome before choosing an implementation.

## Practise deliberately

Create one small example for **When prompts are enough** and verify its result before expanding it.

## A useful comparison

**When prompts are enough** is like a route plan: it keeps each step connected to a destination.

Check your reasoning.

**Quiz:** What is the best first step for When prompts are enough?

- [x] Define the goal and constraints.
- [ ] Copy an unverified example.
- [ ] Skip measurement.

*Answer:* Define the goal and constraints.. A clear goal and constraints make decisions reviewable.