Prompting
AI Well
Most people using AI tools are doing so instinctively. That produces inconsistent results. This guide is about developing a more deliberate approach, not more prompts, but better thinking behind them.
What this is
Prompting AI Well is a practical guide to interacting with AI systems with more discipline. It is not a collection of templates to copy and paste. It is a guide to developing clearer thinking about what you are asking AI to do and why.
The result is more consistent output, fewer iterations, and a better understanding of what AI can and cannot do for the work you are actually trying to accomplish.
What it covers
- Why most prompts fail
The common errors that produce inconsistent AI output, and why they happen.
- Thinking before prompting
How to clarify what you actually want before you ask AI for it.
- Context as the variable
Why context is the most powerful lever in AI interaction, and how to use it deliberately.
- Iteration discipline
When to refine a prompt and when to step back and reconsider the question.
- Knowing when not to use AI
The situations where AI interaction produces more cost than value.
- Building a prompting practice
How to move from ad hoc AI use to a repeatable, discipline-based approach.
The next step
This guide improves your day-to-day AI interactions. It does not address the larger question of whether your organisation should be committing to AI at a structural level, and if that question is live for you, the AI Adoption Protocol is where that conversation belongs.