Please note: this is not a hands-on coding workshop, but a deep architectural and design-level learning experience.

Building real-world AI systems in 2026 means moving far beyond simple prompts and chatbots. The future belongs to agentic applications that are context-aware, stateful, and governed — systems that not only generate text, but understand, reason, act, and learn over time. In this full-day masterclass, Christian and Sebastian guide you through the foundational pillars for designing and implementing advanced LLM-powered systems that orchestrate tools, manage memory, and integrate human oversight:

• Context Engineering for shaping relevant, dynamic model input

• Memory for evolving, persistent, and personalized intelligence

• Model Context Protocol (MCP) for structured, and testable integration

• Human-in-the-Loop (HITL) for oversight, escalation, and compliance

You’ll explore key architecture patterns, design strategies, and integration techniques through real-world examples, system blueprints, and live walkthroughs.

Let’s build AI systems that respect the real world.