Why Your AI Agent Behaves Differently in Production
Join us for an insightful workshop tailored for engineers, PMs, and founders diving into the world of LLM-powered products, focusing on reliability, evaluation, and performance in production!
As AI agents transition from demos to real-world applications, the question evolves from "Is it reliable?" to much more complex challenges. We've rigorously stress-tested 8 frontier models against identical adversarial inputs, revealing fascinating disparities—one model blocked 91% of attacks, while another managed just 53%. After optimization, both excelled above 95%.
🔐 Security is just one dimension of reliability, and the optimization loop also applies to accuracy, tool utilization, and workflow consistency. Key questions emerge:
- How can we truly assess an agent's reliability?
- What metrics indicate whether modifications to prompts or workflows enhance performance?
- How do we troubleshoot failures in multi-step agent behaviors?
- How do we establish a sustainable approach to continuous improvement beyond quick fixes?
Expect practical insights and a live demonstration of MEGA Code. Our intention is to foster a builder-centric dialogue on enhancing the measurability, reliability, and readiness of AI agents in production.
What to Expect:
- 5:30 - 6:00: Arrival, 🍕 Pizza, 🍹 Drinks, 🤝 Networking
- 6:00 - 6:30: Talk – From Prompt Fixes to Production-Level Agent Reliability
- 6:30 - 7:00: Demo – Evaluating and Optimizing AI Agent Behavior with MEGA
- 7:00 - 7:15: Guide – How to Start Measuring Agent Performance
- 7:15 - 8:00: Q&A, Open Discussion, Networking
🍕 Pizza and beverages will be provided.
🔒 Save your spot, spaces are limited!
🏢 Venue graciously provided by KIC Silicon Valley.
About the Organizer:
MEGA is dedicated to empowering teams to evaluate agent behaviors, pinpoint failure patterns, refine prompts and workflows, and leverage insights from each interaction to enhance future performance. We aim to assist builders in transitioning from ad-hoc experiments to reliable, measurable, production-ready AI solutions.
NOTE: We cannot guarantee the accuracy of the information we provide about this event. Visit the event's website to verify details such as date, opening hours, prices and location.
