Coding talks with Vishnu VG
TeknologiTech talks by Vishnu VG. Cloud Expert | Software Architect | AWS Community Builder | Technology Blogger. Opinions are personal.
Siste episoder av Coding talks with Vishnu VG podcast
- Developing MCP Servers in an AWS Enterprise Environment (00:54:31)
If you've been to any tech conferences lately, especially around generative AI and cloud, you've likely heard this buzzword. Today, we're breaking down what MCP servers are, why they're crucial for advanced AI applications, and how you can confidently deploy and even build them, particularly within an enterprise AWS ecosystem.This episode assumes you have a foundational understanding of LLMs and cloud architecture, and while our examples lean into AWS and .NET, the concepts are broadly applicable. So, let's jump right in!Introduction to MCP Servers: We'll start by setting the stage, explaining what MCP servers are and why they've become so relevant in the world of AI, especially as of mid-2025.The Core Idea of MCP Protocol: We'll break down the fundamental concept behind the MCP protocol, which standardizes how Large Language Models (LLMs) interact with external tools and data, freeing LLMs to focus on intelligence.Anatomy of an MCP Application: We'll look at the higher-level components of an application using an MCP server, including the application itself, the MCP client, and the server's key elements: resources, actions, and prompts.Tackling Enterprise Integration Challenges: A critical discussion on how authentication has evolved for MCP servers, from basic keys to robust OAuth 2.1 and Resource Servers, enabling secure enterprise integration with identity providers like Amazon Cognito.AWS's Blueprint for Enterprise MCP Deployments: We'll walk through AWS's recommended architecture for securely deploying MCP servers, covering everything from CloudFront and AWS WAF to ALBs, authentication services, and serverless compute options like Fargate and Lambda.The Next Evolution: MCP with Amazon Bedrock AgentCore: Discover how AWS Bedrock AgentCore further streamlines agent development and MCP server management, offering specialized runtimes, gateways, and built-in identity and observability.Real-World MCP Server Examples: We'll highlight the growing popularity of MCP servers by examining a practical use case: the AWS Documentation MCP Server, and how it empowers AI assistants with real-time, accurate knowledge.Building Your Own MCP Server in .NET (High-Level): For our developer listeners, we'll provide a concise, step-by-step guide on how to get started building your own MCP server using .NET, from setting up your web app to defining your AI's capabilities.
- Redis AI and MCP with AWS (00:40:44)
In this episode we discuss how to take advantage of Redis AI and MCP features in AWS. Reference : https://builder.aws.com/content/2iBDCZGYnl32D7VclPJGxs9Pofs/leveraging-redis-services-on-aws
- Connecting Events with AWS EventBridge (00:30:53)
Join us as we explore the power of Amazon EventBridge, a versatile tool that simplifies building scalable and responsive event driven applications.
- Understanding the programmatic integration with Amazon Bedrock (00:53:21)
In this 1-hour deep dive, understand the programmatic integration with Amazon Bedrock. Discover the diverse methods at your disposal, from harnessing AWS CLI and SDKs to empowering your applications and automation environments. We'll explore: Effortless connections: Understand AWS CLI, Cloud Shell, Invoke API, and Converse API for streamlined interactions. Prompt engineering : Craft precise prompts to unlock Bedrock's full potential. Insider tips: Maximize efficiency and get the most out of your Bedrock experience. Tune in on your favorite platform – earphones recommended for optimal sound.
- Infuse Intelligence into Your Enterprise Apps with Amazon Bedrock (00:44:51)
This audio podcast is your essential guide to infusing intelligence into your enterprise applications with Amazon Bedrock. Discover the power of Bedrock's foundation models, including Jurassic-2 from AI21 Labs, Claude from Anthropic, Stable Diffusion from Stability AI, Titan from Amazon, and Llama 2 from Meta, and learn how to seamlessly integrate them into your existing systems. As a managed, serverless service with a unified API, Bedrock simplifies the process of adding Generative AI capabilities while ensuring the security and privacy of your data. You can even incorporate your own domain-specific knowledge models for a truly tailored solution. In this episode, we'll demystify foundation models, explore their transformative potential across various industries, and showcase real-world examples of how organizations are using Amazon Bedrock with these powerful models to unlock new levels of innovation and efficiency. Stay tuned for our next episode, where we'll dive deeper into advanced concepts and techniques for customizing and optimizing foundation models to suit your specific enterprise needs with Amazon Bedrock.
- Cloud Migration made easy with AWS Services (00:57:14)
Want to move your applications to the cloud but not sure where to start? This podcast is for you! I 'll explain cloud migration in simple terms and introduce you to the AWS tools that make it easy. Learn about different migration strategies and the AWS services that help you plan, track, and automate the process. No prior AWS experience required! Join us and discover how you can easily and confidently move your applications to AWS. Available on all audio platforms and Youtube
- Unlocking the Power of S3 Storage Classes (00:47:54)
Join and listen to go beyond the basics and explore the powerful world of S3 storage classes. We'll break down each class, from Standard and Intelligent-Tiering to Glacier, and help you determine which is the perfect fit for your data's unique needs. Whether you're a seasoned AWS user or just getting started with S3, this episode is packed with valuable insights and practical tips to help you unlock the full potential of Amazon S3 storage
- Modernizing Classic Cloud Services with Containers (00:56:31)
In this Azure-specific episode, we delve into the art of modernizing classic cloud services. Our discussion kicks off by exploring the migration journey from monolithic architectures to modular services, all while keeping containerization at the forefront. We’ll dissect a real-world case study featuring Azure Container Instances (ACI) and then pivot to the orchestration magic of containers in the cloud—specifically Azure Kubernetes Service (AKS) and Azure Container Service for Azure (ACA). Tune in for insights, best practices, and a sneak peek at the upcoming AWS counterpart!
- Orchestrating the Cloud - An overview of Cloud Containers (00:57:34)
Welcome to the podcast that sails through the dynamic world of container services. In this episode, we delve into the essence of containerization, unravel the offerings of leading cloud vendors like AWS, Azure, and GCP, and demystify the complexities of Kubernetes. Whether you’re a developer, a cloud enthusiast, or just curious about the backbone of modern cloud infrastructures, join us as we explore the building blocks that power today’s applications. Tune in to discover how containers are revolutionizing the way we deploy, manage, and scale applications in the cloud. Don’t miss out on this journey through the clouds!
- Containerize with AWS Services (00:45:33)
Join an one hour discussion on Containerziation, its use cases and various AWS Services like EKS , ECS, AWS Fargate, and how it can help to modernize your applications and make it cloud native.
- Data Driven Business Innovation with AWS Services (01:05:28)
Learn some of the tools AWS Provided to college, store and analyse data. Features S3, BlockStorage, various DataMigration tools and finally analyse data and leverage inbuild Generative AI technologies using AWS SageMaker, Bedrock and Quicksight.
- Amazon CodeWhisperer - The AI Pair Programmer that increases Productivity (00:44:26)
Get familiar with Amazon CodeWhisperer and how to use that free for individuals. Learn the benefits CodeWhispererer provides in terms of Developer Productivity and other areas like Devops and Infrastructure.
- Generative AI on AWS (00:58:21)
Audio Podcast about using Generative AI on AWS. Includes background of Generative AI, Demo on AWS CodeWhisperer and Amazon SageMaker. For video version checkout https://www.youtube.com/watch?v=a4DTIUmjQuQ&t=1887s
- Effective enterprise decisions with Data Lake (01:33:55)
Get an overview of forming enterprise decision strategies with the help of Data Lake Technologies. We will cover Overview of Data Aggregation Strategies Data Lake Dive into Data Lake Medallion Architecture Understanding Data Lake Storage mechanism like S3 and Azure Gen 2 Storage Orchestrating and Transforming Data context of AWS Glue / Azure Data Factory Overview of Spark and integrations with Azure and AWS , Azure Databricks and AWS Databricks Parquet file system Variations of Data Lake - Datalake as a service Delta Lake
- Web Development with Angular (01:48:18)
Get an overview about Angular and how its contrasts with React and its role in Web Development. Kindly use earphones for optimal listening.
- Working with Linux Commands (01:45:09)
Covers Overview of Linux Distributions, Working with Useful Commands and Tips for Linux newbies
- Microservices Architecture in Depth (01:46:21)
Covers more insights into Microservices Architecture, code splitting, DDD, Deployment, Data Splitup ...
- Understanding Microservices (01:32:10)
Get an overview of what Microservices architecture is all about
- Migratiing Monolithic applications to microservice (00:22:44)
Migratiing Monolithic applications to microservice with in context of AWS Services.
- Developing Microservices with AWS Services (01:14:34)
Understand what microservices ism how it helps in scalability, how it helps organisation and all concepts discussed in context with AWS Services.
- Cloud Application Strategies with AWS - Containers and Serverless (00:58:51)
In this part 2 episode of Cloud Application strategies, we discuss about the trending architectural strategies related to Microservices like the Containers & Serverless. We will discuss how different AWS Services can help to achieve those.
- Cloud Application Architecture with AWS Services - Part 1 (01:02:05)
In this episode we will look at some of the fundamental architecture and patterns that can be leveraged with AWS Services such as N-Tiered Architecture, MultiTentant and Service Architectures. Concepts are explanied based on AWS Services but can apply for general cloud as well. We briefly touch on few services like AWS Storage, AWS CloudFront, EC2, ElastiCache, Elastic Load Balancer, Pricing Calculator and so on.
- Getting familiar with React's latest version v 18. (00:54:33)
Checkout one hour audio podcast to get familiar with React's latest version v 18. Previous experience with React not required.
- Blazor - Build client web apps with C# (01:19:31)
Join this one hour audio podcast to get started and learn about Blazor. Blazor lets you build interactive web UIs using C# instead of JavaScript.
- AWS S3 Storage in Depth (01:22:06)
Listen an onehour podcast , on some advanced concepts of AWS S3 Storage. Kindly use earphones for better experience.