LAYER 4 · APPLIED AI · STAGE 4

Prompt engineering for FDEs

Quick answer

Writing instructions and examples that make a model behave reliably. Prompts are part of the product; they need versions, tests and owners.

Practise it

  1. 1. Version a prompt and compare two variants
  2. 2. Add few-shot examples from real data
  3. 3. Write a prompt that refuses out-of-scope asks

Where it sits

Stage 4 of the roadmap: Applied AI. You can build an LLM feature on private data and prove it works.

Portfolio projects

Contract clause extractor with evalsRegression eval platform for prompts