CertSafari

    Exam experiencesNew

    Outcomes from candidates who prepared on CertSafari — browse by vendor and certification.

    106 experiences · 92.5% passed · 39 validated

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    Anthropic Claude Certified Architect – Foundations (CCAR-F)

    Passed
    779 / 1000Oct 2026

    Anonymous report

    Heavy on the exam

    agentic loops
    system prompt
    agentic review architecture
    multi-agent orchestration pattern
    Claude Code Review

    Experience & advice

    Questions was too hard and for many questions all answers looked correct. Complete your certsafari coverage 100% before going in exam

    Anthropic Claude Certified Architect – Foundations (CCAR-F)

    Passed
    966 / 1000Oct 2026

    Anonymous report

    Heavy on the exam

    MCP

    Experience & advice

    Fairly easy when working with Claude. Questions are pretty similar to the ones supplied here. Went with 96% performance and 73% coverage and got a 966

    Anthropic Claude Certified Developer – Foundations (CCDV-F)

    Passed
    882 / 1000Oct 2026
    David BothCredential verified

    Heavy on the exam

    MCP

    Experience & advice

    The exam was easier than the questions in this mock test. I have completed all trainings first on Anthropic Academy, then started to complete 2-4x25 questions here on a daily basis. Explanations helped a lot to understand and learn. Heavily suggest this mock test as it gives you a lot of confidence. Also it grants full exam kind of experience with time based testing feature.

    dbt Analytics Engineering

    Passed
    70 / 100Oct 2026

    Anonymous report

    Heavy on the exam

    Materializations
    Data Modeling Errors Debug
    Tests Configurations
    Contracts & Constraints
    dbt pipeline Optimization

    Experience & advice

    Feasible if you are an experienced dbt developer working across the entire dbt stack (SQL/Python models, tests, contracts, data modeling, optimization, materializations, and dbt commands/flags). The exam is not easy. It requires effort, attention to detail, and a long study period that should include testing all the dbt features in a test project, reading the documentation suggested by the study guide, and exploring resource configurations and properties. CertSafari helped me a lot! The questions are not the same as the exam's, but they're a really nice way to test your dbt knowledge. Highly recommend it!

    Databricks Certified Data Engineer Associate

    Passed
    85 / 100Oct 2026
    Vignesh Saikrishna MallyaCredential verified

    Heavy on the exam

    DAB
    Autoloader

    Experience & advice

    I initially scored less than 70% on the practice tests. After a few days of consistent practice and reviewing my mistakes, I was consistently scoring 85–90%. I completed the Udemy course by Derar Alhussian and all 4 practice tests, then went through all the practice questions here. The questions here were more than enough to prepare me for the exam. One of the best resources I used was CertSafari. Honestly, I would have struggled to pass the exam if I hadn’t found this resource. Highly recommend consistent practice and reviewing your mistakes. It made a huge difference in my confidence and preparation!

    Anthropic Claude Certified Architect – Foundations (CCAR-F)

    Passed
    800 / 1000Oct 2026

    Anonymous report

    Heavy on the exam

    Domain 3

    Experience & advice

    Practice daily and review each wrong answer

    Anthropic Claude Certified Architect – Foundations (CCAR-F)

    Passed
    742 / 1000Aug 2026
    Suchit ShethCredential verified

    Heavy on the exam

    Context Management

    Experience & advice

    For me, I found it difficult and got confused while choosing the most accurate option. I feel this was mainly because of my limited experience working with real products and dealing with day-to-day situations. I think the examples mentioned in the guide would help you tackle this issue. Once you consistently score 90+, you can proceed with the Anthropic questions. I would recommend taking the test three times and scoring 90+ each time. This will help you identify and close any knowledge gaps and reduce confusion between different domains and sections.

    Anthropic Claude Certified Architect – Professional (CCAR-P)

    Passed
    930 / 1000Oct 2026

    Anonymous report

    Heavy on the exam

    stakeholder communication
    integraton

    Experience & advice

    I agree with the general view that CCAR-P was less technical than CCAR-F. I found the CertSafari questions very technical and harder than the actual exam questions, but that doesn't mean we shouldn't study here. I found CertSafari the best environment to study in, and its questions are the best to learn from. I really learned a lot here. Only one day before my exam, I noticed the newly added content section, which was a bit upsetting! Overall, I'm grateful CertSafari exists and prepared me for these exams. After learning the nitty-gritty with CertSafari, I passed both exams easily.

    Anthropic Claude Certified Architect – Foundations (CCAR-F)

    Passed
    910 / 1000Oct 2026
    Andrey SemikovCredential verified

    Heavy on the exam

    Configuration

    Experience & advice

    Well, it was hard to prepare, even though I had an experience. I got around 80% here on the platform, but exam itself seemed to be easier afterwards. Always keep your attention on the details of the question

    Anthropic Claude Certified Architect – Foundations (CCAR-F)

    Passed
    833 / 1000Sep 2026

    Anonymous report

    Heavy on the exam

    CI/CD

    Experience & advice

    CertSafari helped me a lot while studying for the exam, but one thing I think needs to be made very clear is that the actual exam questions are quite different from CertSafari’s. The biggest issue isn’t necessarily that the questions are harder. It’s that they’re much more ambiguous. By comparison, CertSafari’s questions are much more straightforward, and it’s generally easier to understand what the question is actually trying to test. For native or highly proficient English speakers, this probably makes the exam significantly easier. But if English isn’t your first language, the difficulty can increase dramatically.

    Snowflake SnowPro Core Certification (COF-C03)

    Passed
    811 / 1000Oct 2026
    Vanessa CampoeCredential verified

    Heavy on the exam

    role hierarchy
    caching

    Experience & advice

    I worked with Snowflake perviously but only at an elementary level. After studying with Udemy courses, I found that this resource had question most similar to exams. It contained lots of simulation style questions where you have to apply the concepts based on very specific conditions.

    Anthropic Claude Certified Developer – Foundations (CCDV-F)

    Passed
    808 / 1000Oct 2026

    Anonymous report

    Heavy on the exam

    AGENT SDK

    Experience & advice

    I initially went through the Anthropic materials available in Skilljar to gain a foundational understanding of the concepts. After that, I practiced using the CertSafari platform. Once I completed the assessment, I reviewed the provided prompts and validated them using ChatGPT.

    Anthropic Claude Certified Developer – Foundations (CCDV-F)

    Passed
    867 / 1000Sep 2026
    AnonymousCredential verified

    Heavy on the exam

    N/A

    Experience & advice

    Real exam is easier than the questions here. I solved one-third of the questions here. They are good for confidence, but require much more memorization than the exam. The exam was mostly scenario based.

    Anthropic Claude Certified Architect – Foundations (CCAR-F)

    Passed
    832 / 1000Oct 2026

    Anonymous report

    Heavy on the exam

    MCP

    Experience & advice

    I started to learn everything with native-language and then do exam course again and again until 50% is achieved of problem coverage. I noted and memorize some words which I cannot understand and even a keyword to resolve problem.

    dbt Analytics Engineering

    Passed
    70 / 100Sep 2026

    Anonymous report

    Heavy on the exam

    Syntax
    Troubleshooting

    Experience & advice

    Harder than expected, but I don't know if I had studied differently anyway. There were definitely more questions concerning syntax than I had expected. In many cases, the type of questions were not quite as these practice questions, but rather often testing if your studies had given enough knowledge to be able to reason your way to the correct answer. But many questions were also similar to these. I studied mainly through the practice questions and collected information from the dbt documentation on the topics touched upon. I also used the jaffle shop project and Github Copilot to implement additional functionality. One thing to note is that there is 65 questions but 100 points, so you can collect partial points.

    Anthropic Claude Certified Architect – Foundations (CCAR-F)

    Failed
    650 / 1000Sep 2026

    Anonymous report

    Heavy on the exam

    JSON

    Experience & advice

    The questions really try to confuse you. Try and read through the lines to understand what its asking. Also, if you tend to read slowly ask for more time. 2 hours wasn't enough to finish the test.

    Anthropic Claude Certified Developer – Foundations (CCDV-F)

    Passed
    955 / 1000Sep 2026
    Julián SalischikerCredential verified

    Heavy on the exam

    MCP

    Experience & advice

    The exam was easier than the test questions here. There were not multi-select questions. Almost all of them had two obviously false answers you could easily rule out.

    Anthropic Claude Certified Architect – Foundations (CCAR-F)

    Passed
    833 / 1000Sep 2026
    Igor DumchykovCredential verified

    Heavy on the exam

    CI/CD code review

    Experience & advice

    Although I spent 50% of time for multiple AWS/GCP/Azure certification exams, I finished CCAR-F in almost 2 hours without even having time to review flagged questions. I spent much time for some long questions. Some question answers were very similar.

    Anthropic Claude Certified Developer – Foundations (CCDV-F)

    Passed
    852 / 1000Sep 2026
    Nazar ShulakCredential verified

    Heavy on the exam

    Software Engineering Fundementals

    Experience & advice

    There was a lot of theory; I had only about 5–10 questions regarding parameters, configuration, or other practical aspects. Also, most questions can quite easily be reduced to a choice between two options.

    Anthropic Claude Certified Developer – Foundations (CCDV-F)

    Passed
    941 / 1000Sep 2026
    Soner TürkölmezCredential verified

    Heavy on the exam

    Workflow vs Agent Selection
    Software Engineering Fundementals

    Experience & advice

    The actual exam was considerably easier than the questions here. I didn’t get any “multiple select” questions; all of mine were simply about choosing the correct answer from four options. I prepared by completing the relevant courses on Skilljar and practicing as many of the questions here as I could. I think preparing to achieve more than 50% coverage should be sufficient. I’d also recommend reading the questions carefully. Some of them contain little tricks, such as “is not” or “is best” or "fits better" so make sure you don’t fall for those!