CCAO-F Prompting and Context Engineering Practice Question
You are providing Claude with a 100,000-token technical manual and asking it to troubleshoot a specific error code. Where should the troubleshooting instructions and the specific error code be placed for the best results?
⚠ Common exam trap
Candidates place the specific task or error code at the beginning of a long prompt, which causes the model to lose focus on the query after processing the large amount of manual content.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
At the end of the prompt, after the technical manual content.
For long-context prompts, Anthropic recommends placing the most specific instructions and the 'query' at the end of the prompt. This allows Claude to have all the reference material 'in mind' before it sees the actual task, leading to better performance on complex retrieval and reasoning tasks across large datasets.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
At the beginning of the prompt, before the technical manual content.
Why it's wrong here
Placing instructions at the beginning can be less effective in very long prompts (e.g., 100k+ tokens) because the 'signal' of the instruction can weaken as the model processes a massive amount of subsequent data. Claude's architecture typically performs better when the task is defined after the context.
- ✓
At the end of the prompt, after the technical manual content.
Why this is correct
Putting the task and the specific error code at the end is a best practice for long-context engineering. It ensures that the model has already processed the manual and can immediately apply that information to the specific problem, which often results in more accurate and relevant troubleshooting steps.
- ✗
In the middle of the manual, near the section that likely contains the answer.
Why it's wrong here
Manually placing instructions in the middle of a document is impractical and often less effective. Claude can find information anywhere in its context window, but it needs a clear, final directive at the end to know exactly what to do with all the information it has just read.
- ✗
Spread across both the system prompt and the very beginning of the user message.
Why it's wrong here
While system prompts define general behavior, the specific task-related details (like an error code) belong in the user message. Splitting them between the system prompt and the start of the user message doesn't leverage the performance benefits of placing the final 'call to action' at the end.
About these practice questions
Courseiva writes every CCAO-F question from scratch — 259 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or dumps. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed September 2026 · checked against the official Anthropic exam blueprint
This CCAO-F practice question is part of Courseiva's free Anthropic certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the CCAO-F exam.