In this episode, we dive deep into MCP (Model Context Protocol) servers on AWS Lambda. We explore what MCP is, how it enables AI systems to interact with tools through standardized protocols, and practical implementations on AWS Lambda. The discussion covers authentication mechanisms, deployment strategies, and the future potential of MCP servers as a marketplace for AI capabilities. Whether you're building AI-powered applications or interested in exposing your business capabilities to AI systems, this episode provides valuable insights into the technical aspects and business opportunities of MCP servers.
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49:02
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49:02
When AI meets biology: Using LLM to find natural alternatives to antibiotics
In this episode, we explore how Phagos, a French biotech startup, combines biology, data science, and cloud computing to combat antimicrobial resistance. Their innovative approach uses bacteriophages - natural predators of bacteria - as an alternative to antibiotics. We discuss how they leverage AWS services, including SageMaker and batch processing, to analyze genomic data and train specialized language models that can predict phage-bacteria interactions. Our guests explain how they process terabytes of genetic data, train and deploy AI models, and create user-friendly interfaces for their lab scientists. This fascinating conversation reveals how cloud computing and artificial intelligence are revolutionizing biotechnology and potentially helping solve one of this century's biggest health challenges.
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38:27
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38:27
From Monolith to Microservices: How Zilch Scaled a Modern Payment Platform
Join us for an insightful conversation with Mike Davis, Engineering Manager, and Rob Nelson, VP of Engineering at Zilch, a leading UK-based buy now pay later platform. Discover how this cloud fintech scaled from a monolithic architecture to a sophisticated microservices ecosystem serving 5 million customers. Learn about their journey migrating from MSSQL to Aurora, their innovative use of AWS services including EKS, SNS/SQS for event-driven architecture, and API Gateway for WebSocket connections. The discussion explores their unique implementation of push notifications, in-app messaging, and how they leverage generative AI for merchant discovery. Get a behind-the-scenes look at their fraud detection system using Kinesis and Flink, and hear about their upcoming physical card launch.
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44:58
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44:58
Lambda Runtimes deep dive: Behind the serverless curtain
In this episode, we dive deep into AWS Lambda runtime environments with Maxime David, Software Development Engineer in the Lambda runtime team. Discover how AWS manages and updates the foundation of serverless computing, ensuring millions of functions continue to run smoothly while being patched and updated behind the scenes. Learn about the complex deployment processes, security considerations, and the team's commitment to maintaining backwards compatibility. Maxime explains how Lambda runtimes are structured, from the operating system to language support and AWS SDK integration. We also discuss custom runtimes, the role of Firecracker in providing isolation, and the team's efforts toward open-sourcing their work
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34:20
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34:20
Gaming Development Demystified
In this episode, we dive deep into the world of game development with our special guest Matheus, a former game developer turned AWS Developer Advocate. We explore why and how to get started in game development, discussing everything from game engines to the technical challenges of creating games. Matheus shares his personal journey from Brazil to becoming a game developer, and provides practical advice for developers looking to enter the gaming industry. We cover essential topics like game physics, matchmaking engines, testing strategies, and the intersection between game development and cloud computing. Whether you're a seasoned developer curious about gaming or a complete beginner, this episode offers valuable insights into the creative and technical aspects of game development. This episode is also available on video https://www.youtube.com/watch?v=9RTglcxR9QA
Brasil