Dr. Werner Vogels, Amazon.com's VP and CTO, joins us for his twelfth re:Invent appearance. In his keynote, he covers best practices for designing resilient and cost-aware architectures. He also discusses why artificial intelligence is something every builder must consider when developing systems and the impact this will have in our world. Featuring customer speakers: Dr. Rebecca Portnoff, Head of Data Science, Thorn; and Cat Swetel, Senior Director of Engineering, Nubank. Including the launch of AWS Management Console myApplications, Amazon Cloudwatch Application Signals, Amazon SageMaker Studio Code Editor, AWS Application Composer in VS Code, and Amazon Inspector CI/CD Container Scanning. 03:00 - Welcome 04:00 - The Frugal Architect 05:00 - Cost-aware architecture 08:45 - Architect with cost in mind 10:00 - PBS 12:30 - Cost is a close proxy for sustainability 13:40 - WeTransfer 14:30 - The Frugal Architect 16:00 - Law 1 - Cost is a Non-Functional Requirement 17:00 - Amazon S3 overview 19:00 - Amazon DynamoDB overview 20:00 - Law 2 - Systems that Last Align Cost to Business 25:00 - Lambda overview 28:40 - Firecracker microVMs overview 30:00 - Build evolvable architecture 31:45 - Law 3 - Architecting is a Series of Trade-Offs 32:15 - Guest Speaker - Cat Swetel, Senior Director of Engineering, Nubank 41:00 - Law 4 - Unobserved Systems Lead to Unknown Costs 43:30 - Amazon Metrics for system costs 44:00 - Cost/request mciroservice level 45:45 - Transistive cost/request system level 46:16 - Conversion rate/request 48:45 - LAUNCH - AWS Management Console myApplications 50:00 - LAUNCH - Amazon Cloudwatch Application Signals 50:40 - Law 5 - Cost Aware Architectures Implement Cost Controls 54:10 - Tiers inform trade-offs 55:52 - Law 6 - Cost optimization is incremental 56:18 - Savings opportunities 1:00:00 - Law 7 - Unchallenged Success Leads to Assumptions 1:02:00 - Ranking Programming languages by Energy Efficiency 1:04:00 - Constraints breed creativity 1:08:00 - AI - To predict the future, observe the present 1:14:00 - AI for now 1:15:00 - IRRI 1:16:45 - cergenx 1:17:45 - Precision AI 1:18:45 - Digital Earth Africa 1:20:00 - Practical Solutions to real world program 1:21:00 - Guest Speaker - Dr. Rebecca Portnoff, Head of Data Science, Thorn 1:30:00 - AI for good 1:30:30 - DEMO - ML and Radiology 1:40:30 - Explainable intracranial Hemorrhage Detection for Radiologist Workflow Prioritization 1:43:45 - AI predicts, professionals decide. ive 1:44:45 - Building with Generative AI 1:46:20 - LAUNCH - Amazon SageMaker Studio Code Editor 1:47:45 - Amazon Q 1:49:30 - Amazon Q in codeCatalyst 1:50:00 - Amazon Q in IDE 1:50:30 - LAUNCH - AWS Application Composer in VS Code 1:51:45 - There's never been a better time to be a builder 1:52:37 - LAUNCH - Amazon Inspector CI/CD Container Scanning Learn more: AWS re:Invent: https://go.aws/46DvEIP AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: https://go.aws/3m5yEMW More AWS events videos: https://go.aws/3ZHq4BK Do you have technical AWS questions? Ask the community of experts on AWS re:Post: https://go.aws/3lPaoPb ABOUT AWS Amazon Web Services (AWS) is the world’s most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers — including the fastest-growing startups, largest enterprises, and leading government agencies — are using AWS to lower costs, become more agile, and innovate faster. #AWSreInvent2023 #AWS #AmazonWebServices #CloudComputing