Effective AI Usage Patterns

Principles derived from real-world prompt data Most guides on "prompting" focus on wording tricks - how to phrase a question, what role to assign the AI. This guide is different. It comes from analyzing 500+ real prompts from engineers working with AI daily on production systems over several weeks. The patterns that emerged aren't about writing better sentences. They're about building a working relationship with a tool that is powerful, tireless, and confidently wrong in ways you won't expect.