AI coding: grounding prompts in your real codebase

End-of-lesson check

15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-ai-coding-codebase-grounded-prompts-r7a1-creators

1. What is the core idea behind "AI coding: grounding prompts in your real codebase"?

   1. Pull the actual interfaces, types, and neighboring functions into the prompt. Generic best-practice code is the enemy of working code.
   2. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).
   3. Tell whether a TODO is still business-relevant
   4. creative coding

2. Which term best describes a foundational idea in "AI coding: grounding prompts in your real codebase"?

   1. context selection
   2. grounding
   3. codebase conventions
   4. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).

3. A learner studying AI coding: grounding prompts in your real codebase would need to understand which concept?

   1. grounding
   2. codebase conventions
   3. context selection
   4. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).

4. Which of these is directly relevant to AI coding: grounding prompts in your real codebase?

   1. grounding
   2. context selection
   3. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).
   4. codebase conventions

5. Which of the following is a key point about AI coding: grounding prompts in your real codebase?

   1. Match naming conventions when shown three examples
   2. Reuse existing utilities you include in context
   3. Produce code that imports correctly from your modules
   4. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).

6. What is one important takeaway from studying AI coding: grounding prompts in your real codebase?

   1. Find utilities you didn't show it
   2. Discover your conventions from a single file
   3. Respect architectural rules implicit in folder structure
   4. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).

7. What is the key insight about "Try this prompt" in the context of AI coding: grounding prompts in your real codebase?

   1. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).
   2. Tell whether a TODO is still business-relevant
   3. Here are 3 representative files from our codebase showing conventions for {patterns}: {files}.
   4. creative coding

8. What is the key insight about "Watch out: conventions drift over turns" in the context of AI coding: grounding prompts in your real codebase?

   1. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).
   2. Tell whether a TODO is still business-relevant
   3. creative coding
   4. After several turns, the AI starts inventing 'reasonable' helpers that don't exist in your repo.

9. Which statement accurately describes an aspect of AI coding: grounding prompts in your real codebase?

   1. AI defaults to generic patterns from training data. Pasting your actual types, ORM models, and one or two neighboring files forces output th…
   2. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).
   3. Tell whether a TODO is still business-relevant
   4. creative coding

10. Which best describes the scope of "AI coding: grounding prompts in your real codebase"?

    1. It is unrelated to ai-coding workflows
    2. It focuses on Pull the actual interfaces, types, and neighboring functions into the prompt. Generic best-practice
    3. It applies only to the opposite beginner tier
    4. It was deprecated in 2024 and no longer relevant

11. Which section heading best belongs in a lesson about AI coding: grounding prompts in your real codebase?

    1. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).
    2. Tell whether a TODO is still business-relevant
    3. What AI does well here
    4. creative coding

12. Which section heading best belongs in a lesson about AI coding: grounding prompts in your real codebase?

    1. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).
    2. Tell whether a TODO is still business-relevant
    3. creative coding
    4. What AI cannot do

13. Which of the following is a concept covered in AI coding: grounding prompts in your real codebase?

    1. grounding
    2. context selection
    3. codebase conventions
    4. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).

14. Which of the following is a concept covered in AI coding: grounding prompts in your real codebase?

    1. grounding
    2. context selection
    3. codebase conventions
    4. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).

15. Which of the following is a concept covered in AI coding: grounding prompts in your real codebase?

    1. grounding
    2. context selection
    3. codebase conventions
    4. Ask ChatGPT what counts as the free tier in 2026 (spoiler: more than enough).