AI for Builders · Workshop 03

AI Coding Workflow

A practical workflow for moving from idea to implementation: plan, scope, prompt, generate, review, test, commit. The point is not to ask AI for code. The point is to move from a vague idea to a safe, reviewable, tested change, using AI as a partner without ever skipping the parts that keep you in control.

Duration: 45 to 60 minutes
Level: Beginner to Intermediate
Tools: An AI coding assistant, a code editor, Git, and optionally a test runner
Outcome: A repeatable workflow for using AI from idea to committed implementation

You will leave with

The AI Coding Workflow, one loop from idea to commit
A Feature Scoping Template that turns an idea into a task
An Implementation Prompt Template for AI-assisted coding
A Review Checklist for AI-generated code
A Testing Checklist to validate the result
A PR and Commit Template for documenting the change