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Duration 14 hours
Course Outline
Introduction
- Distinguishing between workflows and agents
- Overview of architecture and common use cases
Foundations of the Claude API
- Details on the Messages API, models, and parameters
- System prompts and structured output formats
- Streaming mechanisms and error handling strategies
- Lab: Initial API integration
Implementing Tool Usage
- Defining tools and their schemas
- The tool-use loop and strategies for error recovery
- Lab: Creating an agent that interacts with internal company APIs
MCP and Agent Skills
- Understanding MCP servers and clients
- Utilizing existing servers and developing a simple one
- Leveraging Agent Skills for reusable expertise
- Lab: Connecting an agent to a data source
Working with the Claude Agent SDK
- Agent loops, session management, and context control
- Managing permissions, hooks, and subagents
- Lab: Developing a research and reporting agent
Optimizing Cost, Quality, and Safety
- Applying prompt caching and managing token budgets
- Implementing guardrails and human approval workflows
- Conducting evaluations with a limited test set
- Logging and monitoring practices
Moving from Prototype to Production
- Deployment strategies and secure secrets management
- Maintenance routines and versioning practices
- Developing a roadmap for participants' specific use cases
Requirements
- Proficiency in Python or TypeScript programming
- Experience with REST API calls and JSON data handling
- Familiarity with large language models
Target Audience
- Software developers and data engineers integrating AI capabilities into products and internal tools
- Solution architects assessing agent-based architectures
- Technical teams aiming to transition from prototype stages to production environments
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
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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
