AWS Atlas

AI code generation is fast. Your ability to validate and ship it? Probably in need of an upgrade. Join Michael Webster, Principal Engineer at CircleCI, to learn about CircleCI’s AI engineering team’s experience deploying AI agents and coding assistants. Discover why 10x output is overwhelming traditional DevOps, which patterns unlock velocity without chaos, and why the solution isn't more tooling complexity, but smarter abstractions that make AI-generated code safer to ship.

Discover how Zoox leverages AWS Machine Learning infrastructure to revolutionize autonomous vehicle development. Learn how we process thousands of multi-modal sequences daily using Amazon SageMaker HyperPod, SLURM, FSx, S3, and EKS in a streamlined machine learning environment that supports both rapid experimentation and production-scale training. We'll share how our integrated monitoring solution reduced manual analysis by 85% while scaling to support thousands of vehicle analysis use cases.

Model Context Protocol (MCP) is an open protocol that standardizes how AI models can, in a secure and structured way, access external tools, data sources, and APIs. Join this session to learn best practices on how to securely implement MCP server-based tools to enhance development workflows with richer context in order to help developers complete coding tasks efficiently. We'll also cover relevant use cases and discuss the tradeoffs between using RAG verus MCP.

As a leading enterprise integration platform (iPaaS), SnapLogic gains a unified view of its cloud-native operations through Amazon CloudWatch. Using CloudWatch Container Insights, SnapLogic achieves real-time monitoring and automated scaling across its infrastructure. SnapLogic's AI solution, SnapGPT, streamlines development workflows while ensuring seamless scalability.

Getting the best compute performance is a bit of an art, and knowing about low level details can help a lot. This code talk covers all the details you've always wanted to know about, such as memory topology, how to get access to hardware counters, how to take into account the side-effects of hyperthreading, and how to properly run performance tests and optimize your latency. Learn more: More AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: http://bit.

Discover how to scale real-time applications to millions of users with modern event-driven architectures. Learn essential strategies for managing high-volume connection requests, implementing effective filtering patterns, and handling event distribution at scale. We'll explore integration patterns for event processing, practical solutions for GenAI applications, and optimization techniques for operating at production scale.

In this session, discover how the architecture of DynamoDB overcomes the limitations of scale to power the most demanding applications on the planet, and learn when and why over one million AWS customers use DynamoDB to build scalable, high-throughput applications. Speakers: Joseph Idziorek, Director, Nonrelational DBS , PMT - ES , AWS Aman Dhingra, Sr. Specialist Solutions Architect DynamoDB, AWS Lee Hannigan, Sr.

Dive into the journey of a foundation model on AWS Trainium, from distributed training to fine-tuning and deployment. This talk showcases how to optimize each of these stages using Neuron SDK. We'll demonstrate the use of the Neuron Profiler to pinpoint bottlenecks and guide you through writing and integrating Neuron Kernel Interface (NKI) kernels to achieve peak performance.

AI is creating new opportunities, and organizations need speed-to-market, scalability, performance, and cost efficiency to bring ideas to life. Amazon EKS provides the trusted and flexible foundation for your AI journey as you build new experiences using AI inference, agents, and model fine-tuning.

Achieving comprehensive observability to ensure optimal performance, reliability, and user experience is crucial for businesses. In this session, we will explore best practices for collecting and analyzing metrics, traces, and logs across your AWS environments. Discover techniques for streamlining agent management, optimizing alerting, and enabling cross-account observability.

Join AWS Cryptography leaders for a comprehensive tour of 2025's groundbreaking security innovations. Discover the latest launches across Cloudfront, KMS, Private CA, and Secrets Manager, showcasing AWS's implementation of NIST-standardized post quantum cryptography. Learn how we're revolutionizing cloud security through quantum-resistant algorithms, advanced certificate management, and automated secrets handling.

Enhance your Lambda development experience with Hono, a TypeScript-friendly framework that brings familiar web patterns to serverless functions. This lightweight framework enables clean, intuitive routing while leveraging Lambda's full scalability potential. This lightning talk demonstrates how Hono's unified router simplifies development, reduces cold-start times, and complements existing AWS tooling.