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Steven
Mi
Senior MLOps Engineer
GetYourGuide
Steven is a Software Engineer with 5+ years of experience building and productionizing machine learning systems that solve high-impact business problems. He has worked across domains including user acquisition, customer retention, content generation, supply optimization, and lead generation. Currently at GetYourGuide, he is part of the Machine Learning and AI Platform team, where he focuses on enabling teams to independently build and operate production-grade LLM systems. Outside of work, Steven co-organizes the AI in Production meetup in Berlin, a community dedicated to showcasing real-world AI applications across industries. He enjoys exploring food and building tools he'd otherwise have to pay for.
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15 September 2026 12:30 - 13:00
Panel | Why do agent systems break in production? The gap between design and reality
Agent systems are hitting real production limits - unreliable tool calls, broken workflows, context loss, unpredictable decision-making, and systems that become difficult to debug once autonomy increases. As enterprises push agents beyond prototypes and into live environments, many are discovering that orchestration, observability, permissions, and reliability become significantly harder at scale. This panel explores the gap between agent design and production reality, unpacking the operational and architectural challenges emerging as autonomous systems move into enterprise deployment.