AI Lesson & Submodule
Prompt Engineering Interview Guide
Prepare for senior panels asking about prompt architectures and scaling.
Why This Matters
Candidates must show that they treat prompts as versioned code blocks rather than text files.
What You Will Learn
- •Discuss prompt versioning
- •Defend fine-tuning vs prompting
- •Evaluate prompt regressions
Concepts Covered
Prompt lifecycleWeights fine-tuning vs prompt templatesValidation sets
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 SoonTechnical Interview Value
- ?Explain how to evaluate prompt template changes in CI systems