Morning
- understand why AI build prompts fail
- turn a rough idea into a clear problem statement
- write a version one spec
- define users, pages, actions and data
- create acceptance criteria
1-day AI builder workshop
Prompting and specs for AI coding tools
A practical 1-day workshop for turning rough ideas into clear instructions AI coding tools can actually follow.
Most poor AI build results come from unclear instructions, weak context and oversized requests. This workshop helps you write better prompts, specs, acceptance criteria and debugging instructions so AI tools can produce more useful work.
1:1 workshop
£250
Small group
£495
For 2 to 5 people
Best for
- people getting inconsistent results from AI coding tools
- founders and operators with rough ideas
- marketers and consultants writing briefs
- teams using Codex, Cursor, Claude Code, Lovable or Replit
- people who want better outputs without becoming traditional developers
What you will learn
- how to describe what you want clearly
- how to turn ideas into buildable specs
- how to write feature briefs
- how to map user journeys
- how to define page maps and data needs
- how to write acceptance criteria
- how to create debugging prompts
- how to ask for code reviews
- how to split big requests into smaller tasks
- how to keep control of the build process
Workshop outline
Afternoon
- write prompts for implementation
- write prompts for debugging
- write prompts for code review
- learn safe iteration patterns
- create reusable prompt templates
You leave with
- a reusable spec template
- better prompting habits
- agent-ready briefing templates
- debugging and review prompts
- a clearer way to work with AI coding tools