Anthropic's first official technical certification has arrived. The exam does not test clever prompts. It tests whether you can build production AI systems that actually work at scale. The Claude Certified Architect, Foundations (CCA-F) covers multi-agent orchestration, structured output validation, hallucination prevention through programmatic guardrails, context window economics, and Claude Code in CI/CD pipelines.
This guide prepares you for the CCA-F exam and is a standalone reference for production LLM architecture. The architectural principles apply to any production LLM-based system, regardless of which model you use.
What you will learn: How LLM behaviors (non-determinism, hallucination, attention dilution, self-review bias) drive architectural decisions The enforcement spectrum from prompt instructions to structured output to programmatic guarantees Multi-agent orchestration patterns with coordinator and subagent separation, context forking, and task decomposition Extraction pipelines with validation-retry loops, monitoring, and human review routing Model Context Protocol (MCP) integrations with the Claude Agent SDK Configuring Claude Code for teams and integrating it into CI/CD pipelines Who this book is for: Solution architects, senior engineers, and technical leads designing and implementing production applications with Claude. Readers should have at least 6 months of practical experience with Claude APIs, the Agent SDK, Claude Code, and MCP.
What sets this guide apart: Scenario-based throughout: every concept ties back to one of the six exam scenarios, from customer support agents to code review pipelines 60 self-check questions with detailed answers, mirroring the exam's scenario format A coverage matrix maps each exam task to the chapter that addresses it Three production-focused appendixes: Prompt Crystallization methodology, RAG architecture patterns, and a Production Readiness Checklist About the author: Vladimir Provorov has extensive experience in the IT industry, including principal architect roles at AWS and Microsoft. He specializes in cloud computing, artificial intelligence, and identity solutions for enterprise customers. He passed the CCA-F exam in its first week of availability, and this book grew out of those preparation notes.
For all orders exceeding a value of 100USD shipping is offered for free.
Returns will be accepted for up to 10 days of Customer’s receipt or tracking number on unworn items. You, as a Customer, are obliged to inform us via email before you return the item.
Otherwise, standard shipping charges apply. Check out our delivery Terms & Conditions for more details.
Returns will be accepted for up to 10 days of Customer’s receipt or tracking number on unworn items. You, as a Customer, are obliged to inform us via email before you return the item, only in the case of:
– Received the wrong item.
– Item arrived not as expected (ie. damaged packaging).
– Item had defects.
– Over delivery time.
– The shipper does not allow the goods to be inspected before payment.
The returned product(s) must be in the original packaging, safety wrapped, undamaged and unworn. This means that the item(s) must be safely packed in a carton box for protection during transport, possibly the same carton used to ship to you as a customer.
Don't forget! The products that you viewed. Add it to cart now.
Here’s some of our most similar products people are buying. Click to discover trending style.