The AWS Developers Podcast

Things that matter for developers

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From Data to Gold: Swimming Australia’s Tech-Driven Edge

Episode #144 from December 20, 2024

In 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

Jeff Barr: 20 years of blogging

Episode #143 from December 13, 2024

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

AWS Amplify AI Kit

Episode #141 from November 29, 2024

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

Automate IAM policies creation across multiple accounts

Episode #140 from November 22, 2024

In 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

An orchestrator for your AI agents

Episode #139 from November 15, 2024

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 and Anthony Bernabeu, Prototyping Architects, AWS.

Twilio & Amazon Verified Permissions

Episode #138 from November 08, 2024

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 and Edward Sun, Solution Architect, AWS.

AWS Lambda: A Decade of Transformation

Episode #137 from November 01, 2024

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 and Julian Wood, Developer Advocate, AWS

AWS Lambda Snap Start

Episode #136 from October 25, 2024

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

Why Arm64 Matters for AWS Developers

Episode #135 from October 18, 2024

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