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    <title>DEV Community: Stephen Cheng</title>
    <description>The latest articles on DEV Community by Stephen Cheng (@zintaen).</description>
    <link>https://dev.to/zintaen</link>
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      <title>DEV Community: Stephen Cheng</title>
      <link>https://dev.to/zintaen</link>
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      <title>I built a free Claude Certified Architect practice exam - here is what the exam actually tests</title>
      <dc:creator>Stephen Cheng</dc:creator>
      <pubDate>Mon, 22 Jun 2026 20:19:26 +0000</pubDate>
      <link>https://dev.to/zintaen/i-built-a-free-claude-certified-architect-practice-exam-here-is-what-the-exam-actually-tests-4ea5</link>
      <guid>https://dev.to/zintaen/i-built-a-free-claude-certified-architect-practice-exam-here-is-what-the-exam-actually-tests-4ea5</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F9qw8p134l6qyc7usmhmf.webp" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F9qw8p134l6qyc7usmhmf.webp" alt=" " width="800" height="686"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Anthropic introduced the Claude Certified Architect certification, and the Foundations exam is less about trivia and more about judgment: given a realistic agent-engineering situation, what is the right call? I could not find a good free way to practice that, so my team at CyberSkill built one, and this post breaks down what the exam tests and how we think about each area.&lt;/p&gt;

&lt;p&gt;The mock is free and needs no login: &lt;a href="https://ccaf.cyberskill.world" rel="noopener noreferrer"&gt;https://ccaf.cyberskill.world&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  The shape of the exam
&lt;/h2&gt;

&lt;p&gt;The Foundations exam is 60 scenario questions in 120 minutes, scored out of 1000, with 720 to pass. Our mock mirrors that: a timer, a score, and an explanation of every option. The questions are split evenly across four areas.&lt;/p&gt;

&lt;h2&gt;
  
  
  1. Research pipelines
&lt;/h2&gt;

&lt;p&gt;Multi-agent orchestration, recovering state after a failure, and handing context between a coordinator and its sub-agents without bloating the window. The recurring lesson: persist compact, structured results per agent and resume only the unfinished work, rather than replaying full histories or starting over.&lt;/p&gt;

&lt;p&gt;Five sample questions on research pipelines, with answers: &lt;a href="https://ccaf.cyberskill.world/sample-questions/research_pipeline" rel="noopener noreferrer"&gt;https://ccaf.cyberskill.world/sample-questions/research_pipeline&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  2. Extraction pipelines
&lt;/h2&gt;

&lt;p&gt;Tool contract design and reliable structured output when inputs are ambiguous. The dependable pattern is to make extraction a contract: a strict schema or tool that the model must satisfy, plus validation and a retry, instead of hoping a prompt returns clean JSON.&lt;/p&gt;

&lt;p&gt;Five sample questions on extraction pipelines, with answers: &lt;a href="https://ccaf.cyberskill.world/sample-questions/extraction_pipeline" rel="noopener noreferrer"&gt;https://ccaf.cyberskill.world/sample-questions/extraction_pipeline&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  3. Customer support agents
&lt;/h2&gt;

&lt;p&gt;Graceful degradation and honest failure handling. When a tool is down, the right behavior is to say so plainly, give a realistic next step, and offer to escalate, not to guess a status or give a false assurance.&lt;/p&gt;

&lt;p&gt;Five sample questions on customer support agents, with answers: &lt;a href="https://ccaf.cyberskill.world/sample-questions/customer_support" rel="noopener noreferrer"&gt;https://ccaf.cyberskill.world/sample-questions/customer_support&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  4. Code exploration
&lt;/h2&gt;

&lt;p&gt;Working in large codebases and scoping an agent's search. The context-efficient move is to search for the known identifier first and open only the files that match, rather than reading everything into context.&lt;/p&gt;

&lt;p&gt;Five sample questions on code exploration, with answers: &lt;a href="https://ccaf.cyberskill.world/sample-questions/code_exploration" rel="noopener noreferrer"&gt;https://ccaf.cyberskill.world/sample-questions/code_exploration&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Try it
&lt;/h2&gt;

&lt;p&gt;There are sample questions with answers for each area, four on the index and five more per domain, if you want a taste before the full sitting: &lt;a href="https://ccaf.cyberskill.world/sample-questions" rel="noopener noreferrer"&gt;https://ccaf.cyberskill.world/sample-questions&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The full mock is at &lt;a href="https://ccaf.cyberskill.world" rel="noopener noreferrer"&gt;https://ccaf.cyberskill.world&lt;/a&gt;. It is unofficial and not affiliated with Anthropic. If you take it, I would value your read on whether the questions match the real exam's difficulty.&lt;/p&gt;

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      <category>ai</category>
      <category>claude</category>
      <category>certification</category>
      <category>test</category>
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