I’m happy to share that I recently passed the Anthropic CCA-F (Claude Certified Architect – Foundations) exam! The exam was more challenging than I expected, especially the questions related to argentic workflows, prompt engineering, context management, and Claude architecture. The scenarios required a solid understanding of concepts rather than simple memorization. During my preparation, I used Certs4Future, and it helped me stay focused on the key exam topics. The practice questions gave me a better understanding of the exam format and highlighted areas where I needed more study. The explanations were easy to follow and made my preparation much smoother. If you're planning to take the CCA-F exam, my advice is to spend time understanding real-world Claude use cases, prompt design, agent orchestration, and structured outputs. Combined with consistent practice, it can make a big difference on exam day. Good luck to everyone preparing for the Anthropic CCA-F certification!