AI

Context engineering, prompts, RAG, MCP, agents, guardrails and production AI operations.

8 cards52 quiz questions40 interview Qs

1

Concept cards

The mental model for each subtopic, with a scenario quiz attached.

01. Context & Memory

Context Engineering Architecture

02. Prompt Architecture

Prompt Systems and Instruction Design

03. Tools & MCP

MCP, Tooling, and Agent Interfaces

04. Agents & Runtime

Agent Architecture, Harness, and Loop

05. Frameworks & ADK

Google ADK Architecture Reference

06. Evaluation & Operations

Production AI Evaluation, Security, and Ops

07. Retrieval & RAG

RAG and Vector Databases in Platform Engineering

08. Agent Infrastructure

Production AI Harness and Model Context Protocol (MCP)

2

Interview prep

Basics and advanced questions, phrased the way interviewers actually ask them.

LLMs, agents, MCP, RAG, and running AI in production — the questions cloud/DevOps interviews now ask.

3

Certifications

Prove it under exam conditions — full-length timed mocks.

Claude Cloud Architect Role — Professional

2 mocksopen →