Tutorials Prompt Engineering Tutorial
AI Coding Copilot — PromptVerse Project
AI Coding Copilot — PromptVerse Project: free step-by-step lesson with examples, common mistakes, and interview tips — part of Prompt Engineering Tutorial on Toolliyo Academy.
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Prompt Engineering Tutorial · Lesson 91 of 100
AI Coding Copilot
Prompts ✓ → Apps
Apps · 2 — RAG & agents · ~10 min · Module 10: Real-World AI Projects
What is this?
PromptVerse Dev Copilot answers integration questions with cited internal docs and fenced code matched to your stack.
Why should you care?
Ship a copilot that never guesses endpoint URLs — it searches OpenAPI first, then writes code.
See it live — copy this example
Copy the prompt into ChatGPT, Claude, or your LLM API playground and compare outputs.
SYSTEM: PromptVerse Dev Copilot. Search docs before coding. Cite doc slug. Output: explanation + single fenced code block + test snippet.
USER: How do I list orders with pagination in Node?
EXPECTED OUTPUT SHAPE:
{ explanation: string, code: string, doc_slugs: string[], test_hint: string }What happened?
- System mandates search-then-code.
- Expected JSON shape lets IDE render explanation, code tab, and doc links separately.
Practice next
- Paste system+user into playground.
- Verify output has doc_slugs array.
- Check code uses pagination param from docs.
- Add language: typescript strict.
- Require error handling in snippet.
Remember
Search before generate. Structured copilot output. Citations required.
Orders API question
Junior dev asks pagination question.
Outcome: Copilot returns cited fetch loop + unit test hint.
Interview prep for this lesson
Practice these questions aloud after reading—each links to a full structured answer.
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