The Official AWS Podcast is a podcast for developers and IT professionals looking for the latest news and trends in storage, security, infrastructure, serverless, and more. Join Simon Elisha and Hawn Nguyen-Loughren for regular updates, deep dives, launches, and interviews. Whether you’re training machine learning models, developing open source projects, or building cloud solutions, the Official AWS Podcast has something for you.
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Ever dreamed of stepping back in time to the golden age of personal computing? In this episode of the AWS Developers Podcast, we journey back to the 1980s with Ricardo Sueiras, where we explore the iconic Commodore 64. Discover the challenges and triumphs of programming on this legendary machine, from the limitations of hardware to the vibrant community that formed around it. We'll delve into the unique sound capabilities of the C64, explore how modern tools like Amazon Q Developer can assist with retro programming, and learn how to tackle the challenges of converting basic programs to assembly language. This isn't just a nostalgic trip down memory lane. Join us as we discuss how the experiences of early programmers, with their deep understanding of hardware and reliance on community support, continue to shape modern software development. Learn how generative AI tools like Amazon Q can enhance your coding experience, whether you're working on a retro project or building the next big thing. Prepare to be inspired by the ingenuity of early programmers and discover how the past can inform the future of software development.
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With Ricardo Sueiras, Developer Advocate, AWS
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1 AWS Compute Optimizer: Beyond Simple Resource Sizing 45:17
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Play Later Play Later Lists Like LikedJoin us for an in-depth conversation with Rick Ochs from AWS as we explore the powerful capabilities of AWS Compute Optimizer. Discover how this free tool changes cloud resource management by leveraging machine learning to deliver precise recommendations for EC2 instances, EBS volumes, and more. Rick shares insights on how Compute Optimizer analyzes historical utilization data to help organizations optimize both cost and performance, while respecting customer privacy through opt-in features. Learn about the tool's evolution, its integration with auto scaling groups, and how it handles everything from basic resource sizing to complex performance management decisions. We also dive into the future of cloud optimization, exploring upcoming AI integrations and discussing how AWS builds trust in its recommendations. Whether you're managing a small deployment or a large-scale infrastructure, this episode offers valuable insights into maximizing your AWS resources while maintaining optimal performance and cost efficiency. With Rick Ochs , Senior Manager, Cloud Optimization Getting started with AWS Compute Optimizer…
1 The new stack: AI, Tools, MCP (& Amazon Bedrock) 48:59
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Play Later Play Later Lists Like LikedIn this episode of the AWS Developers Podcast, Sebastien Stormacq is joined by Giuseppe Battista and Kevin Shaffer-Morrison for a deep dive into Agentic AI and the Model Context Protocol (MCP). They explore how startups are rapidly adopting generative AI and the business and technical hurdles they encounter along the way. The conversation covers how AI agents are integrated into workflows, the role of orchestration technologies, and how tools enhance the planning capabilities of AI models. The trio unpacks the MCP framework and its potential to standardize communication between large language models and tools—drawing a compelling analogy to how USB transformed hardware interactions. They also discuss the complexities of tool orchestration, including resource management and security, and what the rise of ‘tool definition engineering’ means for the future. From integrating MCP with platforms like Amazon Bedrock to rethinking the role of software engineers, this episode looks at how AI is reshaping the foundations of modern software development. With Kevin Shaffer-Morrison , Senior Startup Solution Architect ; With Giuseppe Battista , Senior Startup Solution Architect Model Context Protocol (MCP) and Amazon Bedrock Running MCP-Based Agents (Clients & Servers) on AWS The multi-agent orchestrator The podcast where we talk about the multi-agent orcuestrator Agent Orchestration: CrewAI Agent Orchestration: Pydantic Smolagents Swami's post on Linked about MCP…
In this episode of the AWS Developers Podcast, we sit down with Trevor Rowe, Senior Manager of the AWS SDK team, for a deep dive into the evolution and inner workings of the AWS SDKs. We explore how the SDKs scale to support over 320+ AWS services, the importance of maintaining backward compatibility, and the role of developer experience in shaping the SDK design. Trevor explains how the team uses Smithy to automate code generation, ensuring consistency and efficiency across different programming languages. The conversation touches on the growing adoption of modular architecture, community contributions via GitHub, and the team's efforts to improve performance, define better schemas, and simplify migrations. Whether you're building cloud applications or maintaining complex integrations, this episode offers a behind-the-scenes look at how AWS builds and evolves its core developer tools. With Trevor Rowe , Sr. Software Engineering Manager, AWS The AWS SDKs, API for 320+ services in 13 programming languages Smithy code generation from API definition Current retry strategy in the AWS SDKs Blog post: AWS STS service endpoint and Retry Strategy AWS Common Runtime for the AWS SDKs…
1 promptz.dev, a repository for your Amazon Q Developer prompts 29:18
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Play Later Play Later Lists Like LikedIn this episode of the AWS Developers Podcast, we welcome Christian Bonzelet to discuss the art of prompting in software development. Together, we explore how PromptZ.dev helps developers structure and share their prompts to maximize efficiency. Christian shares his insights from hands-on workshops, the challenges engineers face, and the importance of community feedback. The episode also delves into the technologies used to build the platform, including Amplify Gen2, DynamoDB, and Cognito, as well as its integration with Amazon Q. Finally, they discuss the impact of AI on developers' workflows and the future of PromptZ.dev. With Christian Bonzelet , Solution Architect, Bundesliga & AWS Community Builder Bundesliga PromptZ Amazon Q Developer…
1 AWS Trust Center: a conversation with AWS's CISO. 32:11
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Play Later Play Later Lists Like LikedIn this episode, Chris Betz, Chief Information Security Officer (CISO) at AWS, introduces the Trust Center, a new essential resource for understanding security and trust in the cloud. He explains how AWS helps businesses navigate the challenges of compliance, data protection, and security best practices. Betz also shares practical advice for developers, enabling them to seamlessly integrate security into their projects and leverage the available tools. He highlights the key role of Nitro technology in optimizing security and emphasizes the importance of visibility in maintaining customer trust. A must-listen episode for anyone concerned with cloud security. With Chris Betz , Chief Information Security Officer, AWS AWS Trust Center Introducing the AWS Trust Center - The blog post AWS Nitro architecture AWS re:Inforce 2025…
1 Duolingo: continuous integration on Amazon EC2 Mac 43:12
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Play Later Play Later Lists Like LikedIn this episode of the AWS Developers Podcast, we explore how Duolingo—the app with 100 million monthly active users—optimized its CI/CD infrastructure to handle builds for 300 pull requests every week. Sharanya Viswanath and Murtaza Javaid explain how their platform engineering team reduced build times from 50 minutes to just 16 minutes by migrating to Amazon EC2 Mac and implementing advanced autoscaling and caching strategies. We also discuss the importance of modularization, macOS and Xcode version management, and automation with Fastlane to make the process more robust and efficient. An interesting discussion on the technical challenges and solutions put in place to ensure resilience and stability for iOS builds at scale. With Sharanya Viswanath , Senior Engineering Manager, Duolingo ; With Murtaza Javaid , Software Engineer, Duolingo DuoLingo Amazon EC2 Mac Jenkins XCRemoteCache Bazel Fastlane match, to manage your signing materials AWS CodeBuild for macOS…
1 Lambda Event Sources: From Infrastructure to Implementation 42:49
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Play Later Play Later Lists Like LikedHosts Tiffany Souterre and Sebastien Stormacq sit down with Rajesh Pandey to explore the critical role of events in AWS Lambda. They dive deep into how events trigger Lambda functions and how AWS has built infrastructure to ensure high availability while optimizing costs for customers. Rajesh explains the various event sources supported by Lambda and discusses important considerations around streaming data, latency, and performance. The conversation covers essential topics for developers including message handling, at-least-once delivery guarantees, and the developer's responsibility in tracking and managing messages. The trio explores advanced features such as event filtering—a highly popular capability that has evolved rapidly—and batching configurations that can significantly impact application performance. They also discuss observability best practices essential for successful service integrations and recent innovations with Kafka that offer ultra-low latency options. Whether you're new to serverless or an experienced Lambda developer, this episode provides valuable insights into building resilient, cost-effective, and high-performing event-driven architectures on AWS. With Rajesh Pandey , Principal Software Development Engineer, AWS Lambda AWS Lambda Polling events Firecracker, the open source micro VM Amazon EventBridge Pipes Using Lambda with self-managed Apache Kafka…
1 The AWS Documentation, past, present, and future 50:05
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Play Later Play Later Lists Like LikedIn this episode of the AWS Developers Podcast, we welcome Greg Wilson, Director of AWS Documentation, SDK, and CLI. Together, we dive into the world of AWS documentation, its evolution, and the challenges it presents. Greg shares how his team is restructuring content to improve accessibility and make it easier for developers to find the information they need. He explains how customer feedback drives improvements and how AI is beginning to play a role in optimizing and generating documentation. We also discuss the new Decision Guides, designed to help users choose the right AWS services based on their specific needs. Finally, Greg gives us a glimpse into the priorities for 2025 and beyond, including enhancing the user experience and integrating personalized recommendations. A fascinating conversation for anyone who relies on AWS documentation in their daily work. With Greg Wilson , Director Doc, SDK, and CLI, AWS AWS documentation home page AWS Documentation update — progress, challenges, and what’s next for 2025 AWS Decision Guides Corey Quinn re:Caps re:Invent in the AWS Developers Podcast, episode 142 The Encyclopedia Britanica Commodore 64 and Amazon Q Developers, Ricardo Suerias on the AWS Developer Podcast, epsiode 145 Amazon Q Developers to chat with the AWS documentation Bedrock code samples…
1 In-Memory Solutions on AWS: ElastiCache, Valkey, and MemoryDB Explained 41:46
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Play Later Play Later Lists Like LikedIn this episode, I'm joined by Lakshmi Peri, Solutions Architect Specialist for in-memory services at AWS, to explore the landscape of in-memory database solutions available on AWS. From the history of ElastiCache to the latest developments with Valkey and MemoryDB, this conversation covers everything developers need to know about leveraging in-memory technologies for their applications. Lakshmi explains the evolution from basic caching solutions to today's sophisticated in-memory databases that can handle complex data structures, vectors for AI applications, and geospatial information. Whether you're starting a new application or optimizing an existing one, this episode provides valuable insights into choosing the right in-memory solution for your specific needs, with guidance on balancing performance, durability, and cost-effectiveness. With Lakshmi Peri , Senior Specialist Solution Architect, AWS ElastiCache Memory DB Valkey…
1 A thousand apps in the cloud: bsport's iOS building strategy on EC2 Mac 29:40
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Play Later Play Later Lists Like Likedbsport, a startup, provides a SaaS application to manage wellness studios like pilates, fitness, and yoga places. They also offer a white-label mobile application that customers can personalize and publish on the Google Play Store and App Store. Previously, provisioning macOS machines on-prem was time-consuming. Now, they automate the entire continuous integration chain in the cloud, regularly building over a thousand iOS apps on Amazon EC2 Mac. Listen to this episode to learn about bsport's continuous integration architecture, how they manage EC2 images, code signing, and more. With Sofian Medbouhi , CTO and co-founder, bsport bsport A shell script to configure the macOS Keychain before bulding React Native Fastlane AWS Image Builder for macOS…
1 Unlocking VPC integration with Step Functions and EventBridge 40:40
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Play Later Play Later Lists Like LikedIn this conversation, Justin, Ashish and Seb discuss the integration of AWS services such as Amazon EventBridge and AWS Step Functions with private APIs powered by AWS PrivateLink and Amazon VPC Lattice. They explore customer requirements for secure access to private resources, highlighting the collaborative efforts among AWS teams to address these needs and emphasizing the importance of establishing network foundations. They also delve into the future trends in application integration and networking, the transparent pricing structure for the new capabilities, and troubleshooting connectivity issues. If you develop solutions using Amazon EventBridge or AWS Step Function, don't miss this episode. With Justin Callison , Director, Application Integration, AWS ; With Ashish Kumar Pathak , Technical Product Manager, AWS AWS On Air: New features of Amazon EventBridge/AWS Step Functions AWS re:Invent 2024: Private API integration for Amazon EventBridge and AWS Step Functions AWS re:Invent 2024: Simplify cross-VPC resource access with PrivateLink and VPC Lattice Securely share AWS resources across VPC and account boundaries with PrivateLink, VPC Lattice, EventBridge, and Step Functions Blog: Invoking Private API Gateway Endpoints From Step Functions…
1 Amazon Cognito - Simplifying user authentication 43:56
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Play Later Play Later Lists Like LikedIn this episode of the AWS Developers Podcast, we welcome Rahul Sharma and Kevin Shanley to discuss AWS Cognito, a service for user authentication and identity management in web and mobile applications. The guests outline Cognito's updates: a new getting started experience, managed login features, and passwordless authentication options. They explain how these changes affect developers implementing authentication systems and discuss the technical aspects of passkeys implementation. The conversation details Cognito's pricing structure, now organized in three tiers: light, essentials, and plus. The team explains what each tier includes and finish by sharing some perspectives on the future of identity services. With Rahul Sharma , Principal Product manager, AWS ; With Kevin Shanley , Principal Solution Architect, AWS Identity Amazon Cognito Improve your app authentication workflow with new Amazon Cognito features Announcing new feature tiers: Essentials and Plus for Amazon Cognito…
In this episode, we explore the AWS SDK for Pandas, an open-source library that simplifies integration between Pandas and AWS services. We discuss the importance of Pandas in data processing, the challenges faced by users, and real-world use cases. We also highlight the community contributing to the library's improvement and the various ways it can be deployed. This conversation delves into the integration of the Pandas library with other tools, data distribution via Ray and Modin, and the use of the library with DynamoDB. We also discuss the benefits and responsibilities of an open-source project, the importance of automation in managing contributions, and lessons learned about scalability. With Abdel Jaidi , Senior Application Architect, AWS Professional Services ; With Anton Kukushkin , Software Development Engineer, AWS Professional Services The AWS SDK for Pandas Ray clusters Modin…
In this episode, we talked with Keyur Diwan to dive deep into the concept of Blue-Green Deployment, particularly in the context of databases on AWS. We discuss the origins of this deployment strategy and how it has evolved to suit cloud environments. The conversation covers the benefits, challenges, and cost implications of implementing Blue-Green Deployment for stateful systems like databases, focusing on replication, schema changes, and the switchover process. Tune in to learn how Blue-Green Deployment can help reduce downtime, enhance database performance, and simplify change management, as well as explore future trends that aim to make this deployment model more robust and user-friendly. With Keyur Diwan , Principal Product Manager, AWS Relational Databases Doc: Amazon RDS Blue/Green deployments overview Amazon RDS Blue Green now allows performant storage switchover Amazon RDS Blue Green now allows minor version update Amazon RDS Blue Green now allows to shrink storage Amazon RDS Blue Green now supports Postgres The first podcast that talked about Amazon RDS Blue Green (03 March 2023)…
1 Meet Darya, from sitting-at-home mom to data scientist 34:48
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Play Later Play Later Lists Like LikedIn this episode, Darya Petrashka shares her inspiring journey from being a stay-at-home mom to becoming a data scientist. She discusses the challenges she faced in transitioning to a tech career, the importance of mentorship, and her experiences with cloud computing. Darya emphasizes the significance of community engagement and offers valuable advice for aspiring tech professionals, particularly women. She also addresses the common struggle of imposter syndrome and highlights the importance of continuous learning and support in career development. With Darya Petrashka , Senior Data Scientist, SLB From sitting-at-home mom to Data Scientist Data science courses on Udemy Darya's blog article about the All Builder Grant to attend re:Invent SLB…
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1 Poolside.ai: personalized AI for the modern developer 41:02
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Play Later Play Later Lists Like LikedIn this episode, Seb talks with Vitor Monteiro to explore how AI is transforming developer tools, focusing on Poolside, a company building custom AI models for software development. They discuss data quality, reinforcement learning, user experience, and the importance of personalization in AI tools. The conversation also touches on infrastructure, productivity, and the challenges of adopting AI in businesses, offering insights into the future of developer assistance. With Vitor Monteiro , Head of Solutions Engineering EMEA, Poolside.ai poolside.ai Poolside AI is now available from Amazon Bedrock and Amazon EC2 AWS re:Invent: Dive into poolside: AI models just for software engineering (AIM133)…
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1 New AWS Account? 10 steps to get started right 37:22
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Play Later Play Later Lists Like LikedManaging AWS accounts effectively is essential for ensuring security, cost efficiency, and streamlined operations. In this episode, Cobus Bernard delves into the critical steps and best practices every developer and team should adopt. From the initial setup of a new AWS account to advanced automation techniques with Terraform, the conversation covers everything you need to build a robust cloud management strategy. Cobus emphasizes the importance of a multi-account approach and highlights the role of Identity Center in securing access. The episode explores the significance of CI/CD pipelines, the monitoring power of AWS CloudTrail, and practical advice for setting up budget alerts to avoid unexpected costs. Whether you’re new to AWS or a seasoned professional, this episode offers actionable insights to elevate your account management practices. With Cobus Bernard , Developer Advocate, AWS AWS Account Setup: My 10-Step Checklist After 14 Years…
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1 Retro coding - Commodore 64 and Amazon Q for developers 45:30
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Play Later Play Later Lists Like LikedEver dreamed of stepping back in time to the golden age of personal computing? In this episode of the AWS Developers Podcast, we journey back to the 1980s with Ricardo Sueiras, where we explore the iconic Commodore 64. Discover the challenges and triumphs of programming on this legendary machine, from the limitations of hardware to the vibrant community that formed around it. We'll delve into the unique sound capabilities of the C64, explore how modern tools like Amazon Q Developer can assist with retro programming, and learn how to tackle the challenges of converting basic programs to assembly language. This isn't just a nostalgic trip down memory lane. Join us as we discuss how the experiences of early programmers, with their deep understanding of hardware and reliance on community support, continue to shape modern software development. Learn how generative AI tools like Amazon Q can enhance your coding experience, whether you're working on a retro project or building the next big thing. Prepare to be inspired by the ingenuity of early programmers and discover how the past can inform the future of software development. With Ricardo Sueiras , Developer Advocate, AWS Commodore 64 Amazon Q for Developers A framework to adopt generative AI assistants for builders The Commodore 64 programming reference guide (Consider making a donation) Ric's blog post: Back to the future: Writing 6502 assembler with Amazon Q Developer Create your free AWS Builder ID account…
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1 From Data to Gold: Swimming Australia’s Tech-Driven Edge 37:39
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Play Later Play Later Lists Like LikedIn this episode of the AWS Developers Podcast, we dive into the world of aquatic analytics! We explore how Swimming Australia leverages the power of data, analytics, and computer vision with AWS Panorama to deliver real-time training pool insights. Join us as we uncover how machine learning helps coaches optimize swimmer performance and streamline pool operations, all powered by the cloud. With Annie Naveh , Senior Data Scientist, AWS Swimming AU Team Sparta 2 and swimming AWS Panorama Kinesis Video Stream Blog : How Swimming Australia uses machine learning for real-time training pool analytics with AWS Panorama…
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In this special episode of the AWS Developers Podcast, Tiffany and Seb sit down with Jeff Barr, VP and Chief Evangelist at AWS, to celebrate 20 incredible years of the AWS News blog. Jeff shares the origin story of the blog, the values that shaped its growth, and his unique approach to making technical concepts accessible to developers worldwide. Jeff also reflects on some of the blog’s milestone moments, from covering the beta release of Amazon SQS in 2004 to the launches of Amazon S3 and EC2 in 2006. With the announcement of his decision to step away from the AWS News blog to focus on deep-dive development activities, Jeff opens up about what’s next for him and his passion for technology. Join us as we celebrate two decades of impactful blogging and gain insights into Jeff’s remarkable journey at AWS. With Jeff Barr , VP, Chief Evangelist, AWS Jeff's post to announce the 20th anniversary of the AWS News blog channel The very first post on the AWS News blog channel (09 Nov 2004) Amazon SQS beta (21 Apr 2005) Amazon S3 launch (14 Mar 2006) Amazon SQS launch (13 Jul 2006) Amazon EC2 beta (25 Aug 2006)…
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In this episode, cloud analyst and observer Corey Quinn shares his observation about trends and news from this week's AWS re:Invent conference, With Corey Quinn , Cloud Economist, The Duckbill Group Last week in AWS Get the details of the main launches at re:Invent, read the AWS News blog
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In this episode of the AWS Developers Podcast, Tiffany and Seb discuss with Salih aboutthe new capabilities of AWS Amplify AI Kit, focusing on how it simplifies the process of building cloud-powered applications with generative AI. They explore the features of Amplify, including its ease of use for front-end developers and the integration of AI capabilities. The conversation also touches on cost considerations, future developments for the Amplify AI Kit, and practical examples of applications that can be built using this technology. With Muhammed Salih Güler , Developer Advocate, AWS AWS Amplify AWS Amplify UI Library AWS Amplify sample code AWS Amplify gen 2 in the AWS Developers Podcast AWS Amplify AI Kit AWS Amplify GitHub AWS Amplify Discord AWS Amplify AI Kit - Getting Started AWS Amplify AI Kit - tutorial AWS Amplify AI Kit - a 8 minutes video to show you how to build a chat app Blog : Create a Customized AI-Based Chat Interface With Your Application Data Blog : Build a Travel Planner with React Native, AWS Amplify, and Amazon Bedrock Knowledge Base Blog : Building RAG-based applications with AWS Amplify AI Kit and Neon Postgres…
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1 Automate IAM policies creation across multiple accounts 34:20
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Play Later Play Later Lists Like LikedIn this episode of the AWS Developers Podcast, Seb and Ran Isenberg discuss the automation of IAM policies across multiple AWS accounts. They explore the challenges faced in managing security and access in a multi-account environment, the design and implementation of an automation architecture that simplifies these processes, and the significant improvements in developer experience and operational efficiency achieved through this automation. Ran shares insights into the open-source project that supports this automation and discusses future enhancements and community engagement. With Ran Isenberg , Software Architect, CyberArk Ran the builder Blog: Serverless Governance of Software Deployed with AWS Service Catalog Blog: Amazon CloudFormation Custom Resources Best Practices with CDK and Python Examples Blog: AWS Security Best Practices: Leveraging IAM for Service-to-Service Authentication and Authorization Blog: Export CloudWatch Logs to Third-party Observability Tools with Serverless The GitHub repo we talked about: Auto Cross Account Access Service…
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In this episode of the AWS Developers Podcast, we discuss the Multi-Agent Orchestrator, an open-source framework designed to facilitate the orchestration of multiple AI agents. The conversation covers the challenges of building generative AI solutions, the need for specialized agents, and how the orchestrator functions as a smart router for directing user queries to the appropriate agents. They explore real-world use cases, including an e-commerce support system, and discuss the integration of new agents into the framework. The episode also compares the orchestrator with Amazon Bedrock's Converse API, highlighting the unique capabilities of the orchestrator in managing multiple agents. With Corneliu Croitoru , Prototyping Architects, AWS ; With Anthony Bernabeu , Prototyping Architects, AWS The multi agent orchestrator Use case 1: From 'Bonjour' to 'Boarding Pass': Multilingual AI Chatbot for Flight Reservations Use case 2: Beyond Auto-Replies: Building an AI-Powered E-commerce Support system Use case 3: Speak Up, AI: Voicing Your Agents with Amazon Connect, Lex, and Bedrock…
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In this episode of the AWS Developers Podcast, Seb speaks with Peter Lavelle and Edward Sun about Twilio, and the complexities of authorization in cloud applications. They discuss the evolution of Twilio Flex, the challenges faced in implementing a sophisticated authorization model, and the decision-making process behind choosing between graph-based and policy-based authorization systems. The conversation also highlights the benefits of Amazon Verified Permissions (AVP) and the Cedar Policy Language, emphasizing the importance of decoupling authorization logic from business logic for better scalability and maintainability. This conversation delves into the implementation and benefits of AWS Verified Permissions (AVP) and the Cedar policy language. The speakers discuss the Quick Start experience for users, the challenges of policy-based systems, and the importance of automated reasoning in policy verification. They also explore metadata management, the flexibility of local versus central evaluation in authorization, and the implementation timeline for Twilio's use of AVP. The discussion highlights the growing adoption of these technologies and their potential future applications. With Peter Lavelle , Principal Software Engineer, Twilio ; With Edward Sun , Solution Architect, AWS Twilio Google Zanzibar Amazon Verified Permission Cedar: Learn about the language, tutorial and playground AWS blog: How we designed Cedar to be intuitive to use, fast, and safe AWS blog: Authorize API Gateway APIs using Amazon Verified Permissions…
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In this episode of the AWS Developers Podcast, Julian Wood hosts a discussion with Marc Brooker, a distinguished engineer involved in the creation of AWS Lambda. They explore the origins of Lambda, its evolution, and the impact of serverless technology on modern computing. The conversation delves into customer-centric innovations, the challenges of event-driven architectures, and the future of serverless in the context of generative AI. Mark reflects on the journey of Lambda, the lessons learned, and the exciting possibilities that lie ahead for serverless technology. With Marc Brooker , VP/Distinguished Engineer, AWS ; With Julian Wood , Developer Advocate, AWS AWS Lambda Firecracker microVM How Lambda loads data from the block devices…
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In this conversation, Vadym Kazulkin discusses AWS Lambda Snap Start, a feature designed to reduce cold start latency for Java applications in AWS Lambda. The discussion covers the challenges of cold starts, how Snap Start works, its impact on performance, and optimization techniques such as priming. Kazulkin shares insights from his extensive benchmarking and the implications for developers using AWS Lambda. The discussion also touches on challenges developers may face when using Snap Start, particularly in relation to randomness and caching mechanisms. Kazulkin encourages developers to revisit Java on Lambda with the new optimizations available, highlighting the evolving landscape of serverless computing. With Vadym Kazulkin , Head of development at ip.labs The first of 26 articles about Lambda SnapStart benchmarking AWS Lambda Snap Start for Java functions AWS Lambda cold start Firecracker microVM Impact of latency on revenue AWS CRT How Lambda loads data from the block devices…
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The AWS Developers Podcast
In this episode of the AWS Developers Podcast, Seb and Arthur discuss the Graviton processors and the Arm64 architecture. They explore the evolution of AWS's custom hardware, the benefits of adopting Arm architecture for AWS and developers, and the ease of porting applications to Arm64. The conversation also covers the challenges faced during migration, strategies for performance optimization, and the future of Graviton in AWS. With Arthur PetitPierre , Solution Architect, AWS AWS Graviton Arm64 migration guide Java Native Interface (JNI)…
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The AWS Developers Podcast
In this episode of the AWS Developers Podcast, the hosts discuss trusted identity propagation with Joseph De Clerck and Raphael Koike. Trusted identity propagation (TIP) allows organizations to propagate the actual user identity downstream to AWS services. It enhances IAM roles with the actual user identity, enabling fine-grained access control and simplifying IAM role management. The benefits of TIP include improved security posture, fine-grained access control, simplified user experience, and support for various OAuth 2.0 flows. Services that currently support TIP include Lake Formation, S3 Access Grants, Redshift Query Editor, EMR Studio, Athena, and Amazon QuickSight. With Joseph de Clerck , ProServ Consultant, AWS ; With Rafael Koike , Solution Architect, AWS IAM Identity Center Trusted Identity Propagation Integrate Tableau with Trusted Identity Center…
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The AWS Developers Podcast
In this episode of the AWS Developers Podcast, Seb and Brooke are joined by Massimo Refere, a senior principal product manager in the Amazon Q team. They discuss how generative AI can help developers and introduce Amazon Q Developer, a generative AI assistant for work. They explore the different capabilities of Amazon Q Developer, including troubleshooting, coding assistance, and task assignment. They also discuss the conversational coding experience and the ability to customize models based on an organization's codebase. The episode concludes with a discussion on how developers can get started with Amazon Q Developer. The conversation covers topics such as the overlap between Q business and Q Developer, customization and personalization, the challenges of demoing customizations, the minimum amount of code required for customization, evaluating customized models, data security and protection, and the future direction of Amazon Q Developer. With Massimo Re Ferrè , Director, Product Management, AWS ; With Brooke Jamieson , Developer Advocate, AWS Amazon Q Developer Amazon Q Developer pricing and tier of services Amazon Q Developer customization for enterprises…
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The AWS Developers Podcast
In this week's episode, we dive deep into the world of AWS Identity Center and explore how it changed workforce identity access management within the AWS ecosystem. Join us as we discuss the key differences between IAM and Identity Center, unraveling how this powerful service is specifically designed to manage human user access to AWS accounts. Discover the diverse use cases for Identity Center, from managing employee access to AWS accounts to providing seamless access to various AWS applications. We'll discuss the importance of choosing the right region and seamlessly integrating with your preferred identity providers. Additionally, we'll shed light on common pitfalls and scenarios to be aware of when leveraging Identity Center. With Joseph de Clerck , ProServ Consultant, AWS ; With Roberto Migli , Solution Architect, AWS IAM Identity Center Renaming of AWS SSO to IAM Identity Center System for cross-domain identity management (SCIM)…
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The AWS Developers Podcast
1 Cracking the AWS Certified Solutions Architect - Professional Exam 40:29
40:29 Play Later Play Later Lists Like Liked40:29
Play Later Play Later Lists Like LikedIn this episode, we dive deep into the world of AWS certifications, specifically the prestigious Solutions Architect - Professional exam. Join us as we interview Patrick, a seasoned solution architect with extensive experience in preparing for and passing this challenging certification. Patrick breaks down the key differences between the Associate and Professional levels, emphasizing the advanced knowledge and experience required for the latter. He shares valuable insights into the four domains covered by the exam: designing for organizational complexity, designing for new solutions, continuously improving existing solutions, and accelerating workload migration and modernization. We explore the intricacies of the exam format, including the types of questions, time management strategies, and the importance of understanding the AWS Well-Architected Framework. Patrick also discusses the best resources for exam preparation, such as official AWS documentation, practice exams, and his own book, 'AWS Certified Solutions Architect Professional Exam Guide.' Whether you're a seasoned AWS professional looking to advance your career or just starting your cloud journey, this episode offers invaluable guidance on how to tackle the AWS Certified Solutions Architect - Professional exam and achieve your certification goals. With Patrick Sard , Solution Architect, AWS Patrick's book to get prepared for the AWS SA Pro certification : AWS Certified Solutions Architect - Professional Exam Guide (SAP-C02): Gain the practical skills, knowledge, and confidence to ace the AWS (SAP-C02) exam on your first attempt The AWS Solution Architect Professional exam details A free course on SkillBuilder to study the AWS Architect Professional exam…
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The AWS Developers Podcast
1 Create your document processing pipelines with project Lakechain 39:51
39:51 Play Later Play Later Lists Like Liked39:51
Play Later Play Later Lists Like LikedIn this episode of the AWS Developers Podcast, Seb and Brooke Jamieson interview Halim Qarroum, the head of application prototyping at AWS, about the document processing pipeline. They discuss the concept of a document processing pipeline, the typical use cases for processing documents, and how Lake Chain, an open-source framework developed by Halim and his team, simplifies the process of building document processing pipelines. They also explore the architecture of Lake Chain, including the use of SQS and SNS as the messaging system, and the integration of various AWS services and open-source machine learning models. The episode concludes with a discussion on future plans for Lake Chain and how developers can contribute to the project. With Halim Qarroum , Manager, Application Prototyping ; With Brooke Jamieson , Developer Advocate, AWS Lakechain, a framework to implement and deploy your document processing pipelines. Werner's video about the Cloud Development Kit (CDK) The Cloud Development Kit (CDK) AWS Developers Podcast episode 126: Domain-driven design for cloud automation…
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The AWS Developers Podcast
1 Optimizing Database Performance with Amazon RDS 30:34
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Play Later Play Later Lists Like LikedIn this episode, we delve into the world of database performance optimization with Scott Lynn, product manager for Amazon RDS. We discuss the essential factors that can significantly impact your database performance, ensuring your applications run smoothly and efficiently. We explore effective strategies for scaling your relational databases to meet growing demands and maintain optimal performance. We also delve into the differences between provisioned IOPS, General Purpose SSD, and magnetic drives, helping you determine the best storage option for your specific workload. Discover why io2 Block Express storage is the ideal choice for demanding databases that require high performance and low latency. Join the discussion as we weigh the pros and cons of using self-managed databases on EC2 versus fully managed databases on RDS. Don't miss this informative episode! Tune in to learn how to optimize your database performance and achieve maximum efficiency with Amazon RDS. With Scott Lynn , Product Manager, Amazon RDS RDS Storage options…
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The AWS Developers Podcast
This week on the AWS Developers Podcast, we're joined by AWS Serverless Hero Luc van Donkersgoed to explore the incredible story behind aws-news.com! Luc takes us on a journey from a personal project fueled by curiosity about new APIs like Bedrock for Generative AI, to a platform with over 600 subscribed users. We'll delve into the technical behind aws-news.com, a 100% serverless architecture powered by EventBridge, Lambda, DynamoDB, and other AWS services. Join us as Luc unveils the challenges he conquered along the way, the secrets to his cost-effective operation, and how he's turned his passion project into a success story through subscriptions and sponsorships. Get ready to discover how serverless technologies empowered Luc to build a scalable platform for the future! With Luc van Donkersgoed , Serverless Hero AWS News App…
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The AWS Developers Podcast
In this conversation, Seb and Yan Cui discuss the definition of serverless and its key characteristics. They also address the misconception that serverless is dead and clarify that it is still a thriving technology. Yan shares his experience with serverless projects and highlights the importance of focusing on one or two major changes at a time to avoid failure. They also discuss the use of relational databases with Lambda and the benefits of using Aurora Serverless and the Data API. The conversation covers good patterns for building serverless applications, including taking smaller steps in migrations, splitting applications into services, and designing event-driven architectures. It emphasizes the importance of visibility, testing, and observability in serverless applications. The guest recommends using remote testing for most projects and highlights the benefits of using Lumigo for observability. The conversation concludes with a discussion on the future of serverless and the need for high-performance options in Lambda. With Yann Cui , Serverless Hero, Consultant, Author Serverless State of the Union, podcast episode #122, with Holly Mesrobian, VP of Serverless compute AWS Data API Localstack to test serverless application locally Lumigo…
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The AWS Developers Podcast
This episode delves into applying Domain-Driven Design (DDD) to cloud automation, specifically for event-based integration systems. Author Gregor Hohpe emphasizes the importance of domain languages for clearly expressing core system concepts. He illustrates how Amazon Web Services (AWS) EventBridge can benefit from a domain model to differentiate between Pipes and Buses services. Hohpe argues that cloud automation languages like CDK and Pulumi should harness the power of object-oriented languages to provide developers with affordances. This means using types and interfaces to guide developers towards valid cloud resource combinations, catching errors at compile time rather than deployment. This episode explores how to implement DDD in cloud automation, the benefits of strongly typed automation languages, and how to leverage affordances for more efficient cloud automation. With Gregor Hohpe , Enterprise Strategist & Author Gregor Hohpe's blog : the architect elevator Cloud Automation à la DDD: From stringly typed to affordances Gregor's books The Design Of Everyday Things, Don Norman…
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The AWS Developers Podcast
This week's AWS Developers Podcast dives into GitOps, i.e. using Git to manage cloud infrastructure. We'll uncover GitOps' core concepts, benefits, and challenges. Discover how to leverage GitOps on AWS with services like CloudFormation, CDK, CodeBuild, and CodePipeline. We'll explore exciting new features including CloudFormation Git Sync, CodePipeline v2, and Amplify Gen 2. Learn about resource replacement, the shift from imperative to declarative infrastructure, and the distinction between GitOps and immutable infrastructure. We'll guide you through adopting GitOps, emphasizing the mindset shift and comparing it to DevOps. Finally, we'll glimpse into the future of infrastructure management with GitOps, including its role in observability. Join us for actionable insights and best practices to effectively implement GitOps on AWS. With Johannes Koch , AWS DevTools Hero Definition of GitOps AWS Developers podcast episode with Johannes where we talked about CI/CD CloudFormation Git Sync AWS Community Day for Germany, Austria, and Switzerland AWS CodePipeline…
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The AWS Developers Podcast
Join us for an in-depth conversation with the team behind AWS's global network infrastructure. Discover how they connect 33 AWS Regions, over 600 CloudFront points of presence, Local Zones, and Wavelength Zones. In this episode, we'll break down how data transfer out charges work and delve into the exciting announcement from March 2024: the ability to migrate your workloads out of AWS without incurring outgoing bandwidth costs. Tune in to learn more about these significant updates and what they mean for your cloud strategy. With Camden Forgia , Product Manager, Network Team, AWS Amazon Global Network Overview of Data Transfer Costs for Common Architectures Free Data Transfer Out announcement…
AWS Amplify is a collection of cloud services and libraries for fullstack application development. Amplify provides frontend libraries, UI components, backend building, and frontend hosting for building fullstack cloud apps. In this episode, we make a tour of AWS Amplify for web applications and native mobile applications. In this episode, we talk about the new capabilities provided by Amplify Gen 2. How it uses the Cloud Development Kit (CDK) and integrates easily with Git to create backends automatically for your branches or pull requests. With Muhammed Salih Güler , Developer Advocate, AWS Getting started with AWS Amplify Amplify project on GitHub Amplify Discord Integrate Amazon Bedrock services with Amplify and AppSync…
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The AWS Developers Podcast
In this week's episode of the AWS Developers Podcast, we delve into the current state of serverless adoption in 2024. We'll address common questions from developers, including the practical uses of serverless, AWS's ongoing investments in this technology, and whether serverless has become the standard for cloud architectures. Whether you're new to serverless or an experienced user with multiple workloads in production, this episode offers valuable insights and updates on serverless technology's trajectory. Join us to learn why serverless is here to stay and how it can benefit your development projects. With Holly Mesrobian , VP Serverless Compute, AWS ; With Julian Wood , Developer Experience, AWS Serverless on AWS…
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The AWS Developers Podcast
1 Stream a response from your GraphQL API with asynchronous Lambda functions 26:38
26:38 Play Later Play Later Lists Like Liked26:38
Play Later Play Later Lists Like LikedDive into the world of GraphQL APIs on AWS this week! We'll explore the recently launched feature in AppSync: asynchronous Lambda functions for GraphQL resolvers. But first, we'll break down the advantages of GraphQL over REST APIs and the limitations of synchronous calls in GraphQL. Then, we'll uncover the power of async Lambdas: stream data directly to your client for a more responsive experience and unlock innovative use cases, like generative AI-powered chatbots built with Lambdas. Curious how this can transform your applications? Tune in to learn more! With Derek Bingham , Developer Advocate, AWS Derek's blog about AppSync async Lambda resolvers AWS AppSync AWS Lambda Streaming a response from a Lambda function AWS AppSync sample code Michael (App Sync Developer Advocate) YouTube channel…
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The AWS Developers Podcast
Join us this week on the AWS Developers podcast as we dive deep into CodeArtifact, AWS's fully managed artifact repository service. In this insightful discussion with the team behind CodeArtifact, we explore what makes this service essential for developers. Discover the myriad benefits it offers in terms of availability, security, and cost-efficiency. Did you know that 83% of Maven's public server bandwidth is consumed by just 1% of its client IP addresses? Utilizing a private artifact repository like CodeArtifact not only optimizes your workflows but also contributes to a more sustainable internet infrastructure. We'll also share expert insights and best practices for deploying CodeArtifact at scale, ensuring you get the most out of this powerful service. Tune in to enhance your development process and learn how to be a responsible internet citizen. With Car Lewis , Software Development Manager, AWS ; With Derek Tam , Software Development Manager, AWS AWS CodeArtifact Recent blog posts I wrote about CodeArtifact 83% of maven servers bandwidth is consumed by 1% of its client IP addresses, the Sonatype blog post…
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The AWS Developers Podcast
Dive Deep into Spatial Computing on the AWS Developers Podcast This week on the AWS Developers Podcast, we're blasting off into the future with a deep dive into spatial computing! What you'll learn: - Demystifying spatial computing: We'll unpack what it is and how it differs from traditional mobile development. - Beyond the device: Sure, the headsets and AR glasses are cool, but that's just the tip of the iceberg. We'll explore the hidden world that powers spatial experiences: 3D object creation, storage, and display - Integration with game engines - The critical backend infrastructure – secure, scalable, and cost-effective Why you should listen: Whether you're curious about this emerging field or ready to jump in and develop your own spatial app, this episode is your one-stop shop! Join us and: - Gain an understanding of spatial computing - Learn about the essential backend services needed for success on AWS - Get the inspiration and knowledge to kickstart your spatial development journey Ready to build the future? Tune in now! With Peter Daukintis , Principal Prototyper, AWS AWS Spatial computing blog channel A visual assets management system…
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The AWS Developers Podcast
This week's episode of the AWS Developers podcast dives into the CloudFront Hosting Toolkit, a command-line tool designed to streamline web application deployment on AWS. The podcast explores how the toolkit simplifies the process by enabling deployment to Amazon S3 with exposure through CloudFront. Additionally, it delves into the creation of an automated deployment pipeline linked to your Git repository. Listeners will gain insights into configuring advanced features like dynamic routing for the latest application version, eliminating the need for cache invalidation. The episode offers a comprehensive overview of the CloudFront Hosting Toolkit and guidance on getting started. With Achraf Souk , Edge Specialist SA, AWS ; With Corneliu Croitoru , Prototyping Architect, AWS Amazon CloudFront hosting toolkit AWS CodePipeline Amazon CloudFront functions Amazon CloudFront Key Value Store AWS CodeBuild AWS Step Functions Build on AWS Edge A/B Testing on AWS…
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