At re:Invent 2025 in Las Vegas, groundcover invites attendees to engage in discussions about observability needs and to participate in a speaking session titled "Tracing the Untraceable: Full-Stack Observability for LLMs and Agents," which addresses the challenges organizations face when deploying LLM workflows without adequate monitoring. The session will focus on monitoring techniques for LLM applications, including token usage and response latency, using AWS Bedrock and other commercial LLM stacks, without requiring instrumentation. Groundcover offers an AWS-native solution, providing complete Kubernetes stack visibility with eBPF instrumentation, allowing teams to reduce costs with predictable pricing and troubleshoot infrastructure issues efficiently. The platform integrates with AWS CloudWatch and is compatible with various Kubernetes and Linux distributions, ensuring comprehensive observability across applications and infrastructure.