AI Lesson & Submodule

What is Prompt Engineering?

Learn how prompts act as code to configure large language model behaviors.

Why This Matters

Systematic prompt structures are the first line of defense to control LLM agent execution constraints.

What You Will Learn

  • Explain prompt instructions role
  • Setup basic templates
  • Configure system roles

Concepts Covered

System directivesUser templatesPrompt engineering code

Mapped Foundation Project: AI Scam Detector

System design analyzing incoming messages for fraud signals, using classification prompt instructions and confidence bounds.

Architecture Preview

Inbound message router evaluating inputs against prompt structures and returning classified risk vectors.

User Input TextScam Evaluator PromptScam Model Call
Tech Stack Planned
ReactTypeScript
GitHub: Coming SoonLive Demo: Coming Soon
Coming Soon

Technical Interview Value

  • ?Contrast prompt programming vs code programming in model workflows