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Duration 14 hours
Course Outline
Introduction
- Distinguishing between workflows and agents
- Architectural overview and common use cases
Claude API Fundamentals
- Understanding the Messages API, models, and parameters
- Utilizing system prompts and structured output
- Implementing streaming and error handling
- Lab: Initial API integration
Tool Use
- Defining tools and their schemas
- The tool-use loop and strategies for error recovery
- Lab: Creating an agent that interacts with corporate APIs
MCP and Agent Skills
- Exploring MCP servers and clients
- Integrating existing servers and developing a basic server
- Leveraging Agent Skills for reusable expertise
- Lab: Connecting an agent to a data source
Claude Agent SDK
- Agent loops, sessions, and context management
- Managing permissions, hooks, and subagents
- Lab: Building a research and reporting agent
Cost, Quality, and Safety
- Applying prompt caching and token budgeting
- Implementing guardrails and human approval steps
- Conducting evaluations with a small test set
- Logging and monitoring practices
From Prototype to Production
- Deployment options and secure secrets handling
- Maintenance and versioning strategies
- Creating a roadmap for your specific use case
Requirements
- Proficiency in Python or TypeScript
- Hands-on experience with REST APIs and JSON data handling
- Foundational knowledge of large language models
Target Audience
- Software developers and data engineers integrating AI features into products and internal tools
- Solution architects assessing agent-based architectures
- Technical teams aiming to transition from prototyping to production-ready solutions
Testimonials (3)
The trainer is patient and very helpful. He knows the topic well.
CLIFFORD TABARES - Universal Leaf Philippines, Inc.
Course - Agentic AI for Business Automation: Use Cases & Integration
Good mixvof knowledge and practice
Ion Mironescu - Facultatea S.A.I.A.P.M.
Course - Agentic AI for Enterprise Applications
The mix of theory and practice and of high level and low level perspectives
