Agentic Engineering with Claude Agent SDK

Get introduced to agentic engineering, meet your instructors, set up your Vocareum workspace, and complete a hands-on exercise using Claude Agent SDK and CLI tools.

Explore the Claude 4.5 model family—Haiku, Sonnet, and Opus—each optimized for a different balance of intelligence, speed, and cost for efficient AI applications.

Learn to select the best Claude 4 model—Haiku, Sonnet, or Opus—using the API, matching model strengths to task complexity for faster, cost-effective, and high-quality AI solutions.

Explore extended thinking—how Claude models reason step-by-step before answering, optimizing for accuracy, transparency, and auditability in complex, high-stakes tasks.

Learn to use Claude API's extended thinking to build transparent AI applications that show reasoning steps, enabling clear audit trails for trustworthy, defensible decisions.

Discover agentic AI: systems that perceive, reason, and act to achieve goals through a perception-reasoning-action loop, core components, and agent design patterns.

Learn to design agent architectures for automating complex tasks using multi-agent systems, enabling speed, specialization, resilience, and scalable AI-powered workflows.

Discover how to use Claude Code as an agentic AI assistant—reading your project, writing code, scaling tasks with subagents, and applying custom knowledge via CLAUDE.md and skills.

Learn to build sophisticated AI systems by configuring Claude Code with modular agents and reusable skills for task delegation and domain-specific workflows.

Learn to build autonomous AI agents with the Claude Agent SDK—set goals, assign tools, manage permissions, and automate complex workflows using natural language instructions.

Learn to build production AI agents with Claude Agent SDK that use tools to read, process, and write files, automating complex document workflows with clear prompts and structured outputs.

Learn how to design, build, and integrate custom tools in Claude Agent SDK, letting agents interact with private data, APIs, and automate specialized business tasks.

Learn to create, integrate, and test custom tools in the Claude Agent SDK, enabling agents to interact with APIs and solve real-world tasks tailored to your needs.

Learn how to use schemas to enforce structured outputs in Claude Agent SDK, transforming unpredictable text into reliable, validated data for robust applications.

Learn to implement structured outputs in Claude Agent SDK by defining schemas with Zod, enabling reliable, validated data extraction for robust applications.

Learn to create and structure Claude skills—modular files that encode expertise—enabling AI agents to perform tasks consistently to your team's standards.

Learn to create and use Claude Skills to give agents reusable expertise. Build agents that discover, combine, and apply skills for complex tasks, with structured, type-safe outputs.

Discover how the Model Context Protocol enables AI to securely and efficiently connect with external tools, standardizing integrations and supporting scalable, real-world AI applications.

Learn to integrate Claude Agent SDK agents with external tools via MCP servers, enabling automated tasks like code analysis and structured data retrieval from services such as GitHub and ESLint.

Discover how to design multi-agent AI systems using orchestrators and subagents, apply sequential, parallel, and advanced orchestration patterns, and automate complex, multi-step tasks.

Learn to design and implement multi-agent systems using Claude Agent SDK where an orchestrator coordinates specialized subagents to automate and scale complex, multi-step business processes.

Discover how AI enhances Test-Driven Development by generating tests from descriptions, catching edge cases, and accelerating reliable, high-quality software delivery.

Agent Evaluation guides assessing an agent’s task completion, quality, tool use, and system metrics using response, step, or trajectory strategies to ensure reliable and efficient operations.

Learn to build automated evaluation frameworks for Claude Agent SDK agents, using agent traces, evaluators, test cases, and schema validation to ensure reliable performance.

Learn how the Claude Computer Use Tool enables AI to automate tasks on GUIs using a visual 'see, think, act' cycle, with a strong focus on sandboxed safety and responsible use.