From Playground to Production - Turbocharging GenAI Innovation with AWS and Weights & Biases

Explore how the strategic partnership between AWS and Weights & Biases accelerates enterprise generative AI development from initial experimentation through full production deployment in this 21-minute technical session. Learn about the comprehensive generative AI journey and discover AWS's pivotal role in supporting AI development initiatives across organizations. Examine Amazon Bedrock's foundation models and their capabilities, along with Amazon Nova's advanced content generation tools that enable sophisticated AI applications. Dive deep into AWS agent options and get an in-depth exploration of the Stran Agent SDK, followed by a practical Quick Math Agent demonstration that showcases real-world implementation. Understand the seamless technical integrations between W&B's MLOps platform and AWS services, including how to test Bedrock models directly in W&B Playground, evaluate large language models on Bedrock infrastructure, and monitor Bedrock Agents using W&B Weave for comprehensive observability. Master the workflows that enable teams to iterate faster while maintaining proper governance and compliance standards, ultimately delivering production-ready generative AI applications with confidence. Conclude with essential guardrails and safety measures that ensure responsible AI deployment in enterprise environments.