Lean & AI · Hands-on

PDCA with AI

Prompt, Do, Check & Act — a self-guided sandbox for learning how to improve prompts through repeated practice cycles.

Start Here

First, get the basic idea — what this sandbox is and the five parts of a good prompt. Then move into the exercises to practice.

Levels of AI Proficiency: five levels from raw chat to agentic systems
Where this workshop fits: you are at Level 2, Structured Prompting. You will practice writing clear prompts and running the Prompt-Do-Check-Act loop. Levels 3 to 5 are where you build tools, a different track.

Step 1 of 12

8% complete

Start

What this sandbox teaches

  • PDCA with AI means Prompt, Do, Check & Act.
  • The prompt is the starting hypothesis. The first AI response is not the answer; it is something to check.
  • The value comes from improving both the prompt and the thinking loop.
Write a prompt. Run it. Check the response. Improve the prompt. Try again.