CCA-F Exam Scenarios Explained (What You’ll Actually Face)

May 8, 2026

Forget about the theoretical questions. The CCA-F exam is built around real-world production scenarios, and this is where most candidates get surprised.

The exam shows you 4 scenarios, picked at random from a bank of 6, so you need to be ready for all six. Below are the six scenarios named in Anthropic’s official exam guide. The traps are our own study notes, not exam content.

Each scenario will represent a real use case, test multiple domains and require architectural thinking.

The 6 Core Scenarios – CCAF exam

1. Customer Support Agent

Handling complex queries
Escalation logic
Context management

Trap: Using raw transcripts instead of structured summaries

2. Code Generation System

Large codebase navigation
Context handling
Tool usage

Trap: Ignoring context degradation

3. Multi-Agent Research System

Coordinator + subagents
Task distribution
Iterative refinement

Trap: Assuming agents share context

4. Developer Productivity Tools

Claude Code workflows
Configurations
Execution modes

Trap: Using direct execution instead of plan mode

5. CI/CD Pipeline Automation

Headless execution
JSON outputs
Automation pipelines

Trap: Running Claude interactively

6. Structured Data Extraction

JSON schema
Validation
Retry loops

Trap: Relying only on prompts

Which Domains Each Scenario Tests

Scenario	Primary domains (per the exam guide)
1. Customer Support Resolution Agent	Agentic Architecture & Orchestration; Tool Design & MCP Integration; Context Management & Reliability
2. Code Generation with Claude Code	Claude Code Configuration & Workflows; Context Management & Reliability
3. Multi-Agent Research System	Agentic Architecture & Orchestration; Tool Design & MCP Integration; Context Management & Reliability
4. Developer Productivity with Claude	Tool Design & MCP Integration; Claude Code Configuration & Workflows; Agentic Architecture & Orchestration
5. Claude Code for Continuous Integration	Claude Code Configuration & Workflows; Prompt Engineering & Structured Output
6. Structured Data Extraction	Prompt Engineering & Structured Output; Context Management & Reliability

Study by scenario as well as by domain: Context Management & Reliability shows up in four of the six, and Agentic Architecture in three. The full exam facts are in our CCA-F guide to pass.

Sources: Anthropic’s Claude Certified Architect – Foundations Exam Guide (version 1.0, effective July 2026), the certification page, the certification FAQ and the eligibility page on the Anthropic Partner Academy. Anthropic can change these without notice, so confirm before you pay.

What Makes These Hard?

Each question:

Combines multiple domains
Includes realistic constraints
Has multiple “almost correct” answers

You are solving systems, not questions.

Key Strategy for Scenarios

Always ask:

What is the goal?
What could break in production?
What’s the most reliable solution?
Why Practice Matters

Reading scenarios ≠ solving them.

You need:

Pattern recognition
Decision speed
Practical exposure
Where Structured Practice Helps

This is where most candidates feel stuck.

That’s why many choose guided training like the Claude Certified Architect Foundations (CCA-F) Course by Agilefever

Because:

You work on real-world scenarios
You learn decision frameworks
You build confidence before exam day

Agilefever focuses on hands-on implementation, which is exactly what these scenarios test.

Refer the following references for foundations:

If you are still struggling or having difficulties in understanding the concepts, do not forget to check our AgileFever course, which aligns with this curriculum perfectly.

Any questions regarding the concept, or about the course, comment them below and our AI experts will get back to you as soon as possible.

Happy Learning!