Secrets management

Lobster Trap: OpenClaw in Containers from Local to K8s and Back — Sally Ann O'Malley, Red Hat

Lobster Trap: OpenClaw in Containers from Local to K8s and Back — Sally Ann O'Malley, Red Hat

This talk presents a container-first methodology for developing, distributing, and managing AI agents. Using a stack of Podman for local development and Kubernetes for scalable deployment, this approach transforms personalized agent setups from messy collections of files into reproducible, secure, and portable container images that can serve as a team-wide baseline. The session covers practical techniques for secrets management, state persistence, and automated setup, highlighted by a real-world example from an Nvidia team using this pattern for model evaluations.

Identity Fabric: How AI Enhances IAM & Modern Cybersecurity

Identity Fabric: How AI Enhances IAM & Modern Cybersecurity

Bob Kalka from IBM and Tyler Lynch from HashiCorp discuss the critical disconnect between managing human and non-human identities, which contributes to 80% of all cyberattacks. They introduce the concept of an 'Identity Fabric'—an AI-augmented approach to unify existing tools—and outline six key use cases and a three-phase strategy to address modern identity and access management (IAM) challenges.