11:30 - 12:15

AI&DATA-04

Generative AI architecture patterns in production

Room: Yasmin-I | Time: 11:30

2024 has been the year of taking generative AI applications into production. Launching generative AI applications requires careful considerations around model selection and evaluations, fine-tuning versus RAG, security, privacy, hallucination control, and cost management. In this session, dive into some common architecture patterns, security guardrails, governance approaches, and optimization tricks that have been developed to support hundreds of AWS customers launch their generative AI workloads in production globally across popular use cases, like content generation, chatbots, document search, and more.

Anton Lukin 🇨🇿

Senior Solutions & Cloud Architect, GenAI Expert @AWS

OPS-03

Effective Cost Optimization in the Cloud - The Right Way

Room: Yasmin-II | Time: 11:30

In this session, we’ll demonstrate how to effectively reduce your cloud bill to a fraction of its original size. We will outline our approach to cost optimization as an ongoing process. Additionally, we’ll highlight how we’ve managed to significantly cut costs for many of our customers, for whom we host applications and gaming backends in the cloud using varying approaches and tactics.

Martin Hauskrecht 🇸🇰

TLDR DevOps newsletter Curator & Head of Engineering @LabyrinthLabs

COMPLIANCE&SECURITY-02

Nyx: Cloudonauts 2025

Room: Yasmin-III | Time: 11:30

Embark on an immersive Cyberpunk adventure as we uncover the fate of Nyx, one of the last remaining Cloudonauts. In this session, you'll explore AWS DevSecOps security services through an engaging, interactive narrative. Discover how innovative solutions—leveraging advanced forms and AI—enhance your security, and learn about powerful tools you never knew existed, from AWS Code Guru to AWS Signer.

Marek Šottl 🇨🇿

AWS Community Builder, Snyk Ambassador & HackiHub founder

OPS-02

Breaking the Cloud: Finding and Exploiting Misconfigurations in AWS

Room: Yasmin-IV | Time: 11:30

Misconfigurations are among the most common security gaps in cloud environments, often leading to severe breaches. In this session, we’ll dive into the world of AWS penetration testing, focusing on identifying and exploiting these misconfigurations to understand their impact. We’ll cover: Where to start with AWS pentesting, including key attack surfaces. Tools like CloudFox, Prowler, Pacu and others to discover vulnerabilities and insecure configurations. Real-world privilege escalation examples to demonstrate common attack paths.

Victoria Shutenko 🇺🇦

AWS Community Builder, Security engineer & Penetration Tester @TechMagic