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BLISS x Semrush Workshop: Operating Agentic AI in Production

Event artwork for BLISS x Semrush Workshop: Operating Agentic AI in Production

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About this event

What to expect

Join this hands-on workshop in Berlin where you'll learn how to build and operate agentic AI systems in production environments. Led by Saeid Nobakht, Lead AI Engineer at Semrush, this interactive 2-hour session addresses the critical challenge of moving AI agents from prototype to production.

What You'll Learn

Building reliable agentic systems goes far beyond evaluating individual LLM outputs — it requires a comprehensive systems-level approach. This workshop covers:

  • Evaluation frameworks for multi-step, tool-using agents that interact with real-world systems
  • Instrumentation and tracing techniques to debug agent decisions and maintain audit trails
  • Production failure modes — recognizing common issues and implementing effective response strategies
  • Observability best practices for monitoring agent behavior at scale

The session takes a practical, hands-on approach to the operational challenges of agentic AI. You'll explore how to design testing frameworks that account for the complex, multi-step nature of agent workflows, and learn strategies for debugging systems where traditional unit tests fall short.

Format & Experience

This is an in-person, interactive workshop — bring your laptop and be ready to engage with the material. The 2-hour technical session (18:00-20:00) will be followed by networking with Semrush team members and fellow AI practitioners over complimentary pizza. It's an ideal opportunity to connect with Berlin's vibrant AI community.

Who Should Attend

This workshop is designed for anyone curious about building production-grade agentic AI systems. Technical background and Python knowledge are recommended to get the most from the hands-on components. Whether you're an engineer exploring AI agents, a data scientist moving models to production, or a technical leader evaluating agentic architectures, you'll gain practical insights applicable to real-world deployments.

Event Details

The workshop is part of the BLISS AI Speaker Series 2026, connecting students and young professionals with industry partners. BLISS (Berlin's AI community) focuses on machine learning and data science education through practical, industry-led sessions.

Important: Registration via Luma is mandatory and subject to host approval. The full venue address will only be visible after your registration is confirmed. Doors open at 17:45

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