AI Agents Workshop

Build and deploy autonomous AI assistants

AI agents go far beyond simple chatbots: they can plan, make decisions and autonomously execute multi-step tasks. In this workshop, you build your own agents step by step and learn how to deploy them safely in your organization.

AI Agents Workshop

In detail

About this event

AI agents are the next evolution beyond chatbots: they can independently plan, make decisions and autonomously complete complex, multi-step tasks. The market is evolving rapidly, from simple ReAct agents to orchestrated multi-agent systems. In this two-day workshop, you build your own agents step by step, learn different architecture patterns and understand when which framework (LangChain, CrewAI, OpenAI Assistants) is the right choice. Special focus is placed on safety and control: How do you ensure your agents only do what they're supposed to? How do you implement guardrails and human-in-the-loop mechanisms? By the end, you will have not only built working agents but also made a clear architecture decision for your production deployment.

Benefits

Your benefits

You gain hands-on experience building your own AI agents and understand the architecture behind autonomous systems from the ground up. Ready-to-use code templates let you continue working immediately. You also develop the ability to evaluate agent frameworks and tools and deploy agents in production with the right security concepts.

Methods

Live coding, pair programming, guided exercises and architecture reviews. Hands-on share approx. 60 %.

Prerequisites

  • Basic programming skills (Python recommended)
  • Own laptop with Python 3.10+ installed
  • OpenAI API key (setup instructions provided in advance)

Available dates

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Details

What to expect

Agenda

  • What are AI agents and how do they differ from chatbots?
  • Architecture: Tools, memory and reasoning
  • Hands-on: Build your own agent with OpenAI and LangChain
  • Multi-agent systems and orchestration
  • Safety, guardrails and best practices
  • Deployment and integration into existing systems

Learning outcomes

  • Understand and explain how AI agents work
  • Build your own AI agents with modern frameworks
  • Implement tool integration and memory concepts
  • Deploy agents safely and controllably in production

Target audience

Developers, technical project leads and AI enthusiasts who want to understand how autonomous AI systems work and how to use them productively.

Tools used

PythonOpenAI APILangChainVS Code

FAQ

Frequently Asked Questions

Get in touch

Your First Step to AI Success

Contact me directly for your first step to AI success

Ilirjan Bytyqi, M.Sc.Operations Lead at Ziya GmbH

Or schedule a meeting with me

Ilirjan Bytyqi

Initial Consultation

Initial consultation, approx. 30 minutes

Select an appointment and send your request for an initial consultation. Our AI expert team will advise you on how to strategically deploy artificial intelligence in your company – from automation to tailored AI solutions.

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March 2026
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