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Karin

Pespisa

LLM Technical Editor, Prompt, Content Engineering

Netflix

Karin is an AI behavior architect and front-end prompt engineer, and has hands-on experience building, evaluating, shipping, and tuning AI agents across leading technology environments including Netflix, Google DeepMind, Meta, and LinkedIn. With deep expertise in model UX, conversation design, and enterprise AI training, they help teams design more effective, usable, and reliable AI systems. Karin also built the Prompt Engineering Center of Excellence for Meta Business Marketing Group and are a two-time Meta Hackathon and UX Award winner, with both winning projects taken into production. She is also a speaker at Chatbot Europe AI Summit 2025 and 2026, and a recurring guest analyst on GAI Insights Daily AI News.

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29 October 2026 12:30 - 13:00

Panel | Why do agent systems break in production? The gap between design and reality

While many organizations have proven what's possible with agentic AI, far fewer have solved the realities of deploying autonomous systems that can be trusted at scale. This panel brings together engineering leaders who have moved beyond prototypes to discuss the technical and operational challenges that emerge in production. From orchestration failures and unreliable tool use to observability, evaluation, governance, and cost control, we'll explore why agent systems break in the real world and the engineering practices that keep them running.