{"repo":"avidevelops/claude-architect-exam-prep","free":true,"listed":false,"github":"https://github.com/avidevelops/claude-architect-exam-prep","clone":"git clone https://github.com/avidevelops/claude-architect-exam-prep.git","description":null,"language":null,"stars":564,"topics":["ai","certification","claude","claude-code","claude-skills","exam-prep","llm","multi-agent"],"license":null,"category":"ai-agents","readme_excerpt":"Claude Certified Architect – Foundations: Exam Prep Guide About This Guide This guide is compiled from a detailed Q&A thread analyzing exam-style questions for the Claude Certified Architect – Foundations certification. It breaks down multi-agent architectures, context management, tool design, and batch processing principles, focusing heavily on architectural tradeoffs and best practices over raw prompt engineering. How the Exam Works The Claude Architect Foundations exam tests your ability to design resilient, production-ready AI systems. It consists of scenario-based multiple-choice questions focusing on Domain 1: Agentic Architecture , Domain 4: API & Orchestration , and Domain 5: Context Management . The exam prioritizes structural, deterministic solutions (like schema design and tool boundaries) over probabilistic approaches (like prompt instructions). Scenarios Covered This guide covers core architectural scenarios you are likely to encounter, including: - Agentic Architectures : Subagent spawning, parallelism, and workflow decomposition. - Context Management : Mitigating \"lost in the middle\" effects, context bloat, and preserving provenance through summarization. - Tool & Schema Design : Enforcing business rules, standardizing outputs, and designing machine-readable identifiers for tool chaining. - Batch Processing & State : Resuming crashed sessions, optimizing SLA buffers, and handling partial batch failures. --- Questions & Answers Q1: Handling Semantic Errors in Ex","default_branch":null,"files":null,"tree":[],"storefront":"/r/avidevelops","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/avidevelops/claude-architect-exam-prep/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}