Prompt Engineering Deep Dive

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There is a lot of prompt engineering content on the internet and most of it is folklore. This course is the opposite. Every technique is grounded in either a published result, a controlled test, or a real production system at a company the instructor can name.

You will learn how to write system prompts that stay stable across model versions, how to structure long context without blowing latency, how to use examples correctly, and how to evaluate a prompt change without fooling yourself. You will leave with a prompt evaluation harness you can reuse on every project.

This course is not required for any hackathon, but it is the one experienced builders come back for. It is priced for operators who want to level up a specific skill.

Course Content

Anatomy of a Great Prompt
Chain of Thought in Practice
Structured Output: JSON and XML
Role and Persona Shaping
Red-Team Your Own Prompts
Evals and Prompt Regression Tests