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SUMMARY:AI Agents Masterclass: From Demo to Production - Nicole Koenigstei
 n
DTSTART;TZID=Europe/Zurich:20260910T090000
DTEND;TZID=Europe/Zurich:20260910T170000
DTSTAMP:20260812T135955Z
UID:pretalx-workshop-tage-2026-TTHRVK@pretalx.com
DESCRIPTION:AI agents are easy to demonstrate\, but much harder to operate
  reliably in real products. Most agent content focuses on impressive proto
 types\, while the difficult questions begin when agents interact with user
 s\, tools\, memory\, external systems\, infrastructure\, and production co
 nstraints.\n\nThis full day masterclass focuses on the gap between agent d
 emos and production ready agent systems. We will examine what breaks when 
 agents move into real environments\, what needs structure\, what needs gov
 ernance\, what needs evaluation\, what needs observability\, and what need
 s serious engineering craftsmanship before agents should be shipped in rea
 l products.\n\nParticipants will learn how to reason about agent architect
 ures\, tool use\, planning\, orchestration\, failure modes\, monitoring\, 
 evaluation\, security\, and operational risk. The focus is not only on wha
 t agents can do\, but on how to design systems that remain understandable\
 , testable\, observable\, and controllable when agentic workflows become m
 ore complex.\n\nThe workshop is designed for engineers\, architects\, tech
 nical leads\, AI practitioners\, and decision makers who want to move beyo
 nd simple agent demos and understand what it takes to build agent systems 
 that can survive contact with real users\, real tools\, real infrastructur
 e\, and real production environments.
LOCATION:Room E7
URL:https://pretalx.com/workshop-tage-2026/talk/TTHRVK/
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