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Stateless LLMs just aren't enough. It's time to build applications that learn, remember, and evolve. This session dives deep into the architecture of sophisticated agent memory systems. We’ll show you how to move from simple context windows to a unified memory provider that enables true intelligence. You'll learn about different types of memory—episodic, semantic, and procedural—and how MongoDB becomes the single data platform for all of them.

2,000 miles. 9 cities. Hundreds of builders. Last year we went on tour across North America and realized something: developers still want to learn together IRL. See where we're headed: https://go.aws/4sUCl4V This spring, we're back on the road. Ideas move faster when the community comes together. People help each other. Communities grow. If you're in one of these cities, come join us. See you on the road. 🚗 #AWS #AWSCommunity #CloudDevelopers

Full episode: https://youtu.be/TcrwBJoPLj0 Join us for a captivating conversation with Anna Lee, CEO of Flybuys, Australia’s leading coalition loyalty program, as we uncover how Flybuys is revolutionizing customer experience through data-driven innovation and personalized engagement.

Curious about the life of a software engineer at Amazon? Get a realistic look at daily tasks from a 10-year industry veteran. Being a software engineer at Amazon is vastly different from working at smaller tech firms. In this overview, I break down exactly what the day-to-day responsibilities look like when working within a massive, complex organization.

In this hands-on demo, we'll set up AWS Security Agent, run automated pen testing against a live endpoint, define custom security requirements, and watch the agent review architecture docs and GitHub PRs in real time. Whether you're a developer, DevSecOps engineer, or security practitioner, see how AI can shift security left—catching vulnerabilities from design through deployment—so pen testing becomes something you can do whenever you need it, not just when the schedule allows.

Accelerate your incident investigations with AWS DevOps Agent - an autonomous AI agent. Improve telemetry context by integrating Grafana as an observability tool to AWS DevOps Agent to find and remediate root cause of the issue. Subscribe to AWS: https://go.aws/subscribe Create a free AWS account: https://go.aws/signup Try AWS for free: https://go.aws/free Connect with an expert: https://go.aws/contact Explore more: https://go.

Event-driven architecture on AWS, explained with one food order. You tap "Place Order" for a burger, fries, and mozzarella sticks, and that one tap sets off payment, the restaurant, confirmation, driver dispatch, rewards, and analytics. Does the order service call all six? Follow the order to see how EventBridge, SNS, SQS, and Lambda split the work Read the blog: https://go.aws/3W9gQCd Start building with the new AWS experience here: https://go.aws/3VL7UD2 Agent Toolkit for AWS: https://go.

Amazon Connect Talent helps hiring teams find quality candidates, faster and with greater confidence. AI teammates work on your behalf, conducting science-backed assessments and interviews whenever candidates are ready, day or night, eliminating scheduling bottlenecks and improving the candidate experience.

Threat modeling adoption is growing, but teams hit a wall converting 'what can go wrong' into realistic threats with actionable defense strategies. The challenge? Insufficient time and knowledge. In this code talk, we'll demonstrate how ThreatForest, our Threat-Model-as-Code solution, solves this problem.

Join Dan Sheeran and leading voices from across life sciences to explore how AWS is turning AI ambition into real-world impact. From Eli Lilly's enterprise-wide AI platform to breakthrough drug discovery at Memorial Sloan Kettering, hear how the industry's most innovative organizations are moving beyond proof of concept — and into production. Featuring Diogo Rau (Eli Lilly), Dr. Siddhartha Mukherjee (Manas AI), Dr. Aviv Regev (Genentech/Roche), Dr.

AWS Lambda Managed Instances enables you to run Lambda functions on your choice of EC2 compute. With Lambda Managed Instances, you can optimize the performance and cost efficiency of your functions by utilizing specialized EC2 instance types and EC2 pricing benefits, while maintaining the familiar Serverless programming model and benefits like automatic patching and scaling.

Software developers face challenges that go beyond coding, such as preparing design documentation, deep diving into architecture component choices, making complex decisions, and expediting ticket resolution. With Quick, developers can dramatically speed up decision-making by eliminating the need to manually navigate scattered documentation, tribal knowledge, and switching between tools. For instance, they may want to understand security policies for an application they’re building.