Stackery

APRIL 11, 2019

Lately, I’ve seen some talk about an architectural pattern that I believe will become prevalent in the near future. I first heard about this pattern a few years ago at a ServerlessConf from a consultant who was helping a “big bank” convert to serverless. DynamoDB Tables and Aurora Serverless Databases).

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TechCrunch

MARCH 9, 2021

“The Internet Computer will hopefully be helping us build a ‘customized mini-blockchain’ to solve two issues with Capsule: Global authenticated timestamps for posts as well as a root of trust for user’s authentication keys for posts,” he says.

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AWS Machine Learning - AI

DECEMBER 11, 2024

When Amazon Q Business became generally available in April 2024, we quickly saw an opportunity to simplify our architecture, because the service was designed to meet the needs of our use caseto provide a conversational assistant that could tap into our vast (sales) domain-specific knowledge bases.

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AWS Machine Learning - AI

MARCH 13, 2025

MaestroQA integrated Amazon Bedrock into their existing architecture using Amazon Elastic Container Service (Amazon ECS). The following architecture diagram demonstrates the request flow for AskAI. The customer interaction transcripts are stored in an Amazon Simple Storage Service (Amazon S3) bucket.

Generative AI 113

Generative AI CTO Coach AWS Artificial Inteligence 113

AWS Machine Learning - AI

SEPTEMBER 3, 2024

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

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AWS Machine Learning - AI

APRIL 29, 2025

The following diagram illustrates the solution architecture. This playground is designed to help you responsibly develop and evaluate your generative AI systems, combining a robust multi-layered approach for authentication, user interaction, model management, and evaluation.

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Generative AI Weak Development Team AWS Artificial Inteligence 72

Stackery

NOVEMBER 4, 2019

I often get asked what software tools are ideal for a serverless developer. Serverless is, after all, about using a massive suite of platform tools to let you do minimal management. A smart-mouthed kid could say “all you need for serverless is a text editor, an AWS account, and a cup of coffee.”. The Stackery CLI.

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AWS Machine Learning - AI

APRIL 22, 2025

Seamless live stream acquisition The solution begins with an IP-enabled camera capturing the live event feed, as shown in the following section of the architecture diagram. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

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AWS Machine Learning - AI

NOVEMBER 6, 2024

Oleg Chugaev is a Principal Solutions Architect and Serverless evangelist with 20+ years in IT, holding multiple AWS certifications. Overview of solution To enable self-service cloud governance at scale, Hearst’s CCoE team decided to use the power of generative AI with Amazon Q Business to build a conversational assistant.

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Generative AI Government Technical Review Innovation 114

AWS Machine Learning - AI

OCTOBER 1, 2024

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

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CircleCI

NOVEMBER 7, 2022

This tutorial covers: Using the Jest framework to set up unit testing for a serverless application. The Serverless framework is an open-source framework written in Node.js Serverless applications are distributed by design, so good code coverage is vital, and should include unit testing. Set up the serverless framework.

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Stackery

SEPTEMBER 3, 2019

That’s right, while you were avoiding the back-to-school rush at Office Depot, cutting the crusts off PB&Js, and taking the layers out of mothballs (confession: I have never seen let alone used a single mothball), Serverless Summer School began winding down and is now over for the season. SSS: Serverless Confidence, AWS Proficiency.

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AWS Machine Learning - AI

MARCH 20, 2025

Before we dive deep into the deployment of the AI agent, lets walk through the key steps of the architecture, as shown in the following diagram. The chat application authenticates with API Gateway to securely access the endpoint with the random API key from AWS Secrets Manager , and triggers the Lambda function based on the users request.

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AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. Overview of solution The solution consists of four main components: An Amazon Cognito user pool for user authentication.

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Stackery

NOVEMBER 21, 2019

This is my time to give back to the types of users who have inspired me ever since I entered the serverless space. The last few months have been a whirlwind, culminating in being named an AWS Serverless Hero. One such conference I attended and spoke at was Serverless Architecture Conference 2019 in Berlin, Germany.

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Serverless Conference Architecture AWS 9

Stackery

MAY 29, 2019

If you’ve built a serverless application or two, you’re probably familiar with the benefits of serverless architecture. You take advantage of already built, managed cloud services to handle standard application requirements like authentication, storage, compute, API gateways, and a long list of other infrastructure needs.

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Abhishek Tiwari

FEBRUARY 26, 2020

The evolution of your technology architecture should depend on the size, culture, and skill set of your engineering organization. There are no hard-and-fast rules to figure out interdependency between technology architecture and engineering organization but below is what I think can really work well for product startup.

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AWS Machine Learning - AI

MARCH 14, 2025

The architecture is complemented by essential supporting services, including AWS Key Management Service (AWS KMS) for security and Amazon CloudWatch for monitoring, creating a resilient, serverless container environment that alleviates the need to manage underlying infrastructure while maintaining robust security and high availability.

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Stackery

JULY 1, 2020

Information security & serverless applications. For example, newer services have finer-grained access controls, stateless connections, and time-based authentication. Relational databases like Aurora Serverless are an example of this. These connections are authenticated using static username/password credentials.

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Perficient

FEBRUARY 13, 2025

I want to understand more about the architecture from a Databricks perspective and I was able to find out some information from the Introducing SAP Databricks post on the internal Databricks blog page. The serverless SQL warehouses have been kind of a game changer for me because they spin up immediately and size elastically.

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Prisma Clud

JUNE 6, 2024

More than 25% of all publicly accessible serverless functions have access to sensitive data , as seen in internal research. The question then becomes, Are cloud serverless functions exposing your data? Security Risks of Serverless as a Perimeter Choosing the right serverless offering entails operational and security considerations.

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AWS Machine Learning - AI

FEBRUARY 11, 2025

Solution overview The following architecture diagram represents the high-level design of a solution proven effective in production environments for AWS Support Engineering. It enables end-user authentication and streamlines access management. Then we introduce the solution deployment using three AWS CloudFormation templates.

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AWS Machine Learning - AI

DECEMBER 4, 2024

The following diagram illustrates the conceptual architecture of an AI assistant with Amazon Bedrock IDE. Solution architecture The architecture in the preceding figure shows how Amazon Bedrock IDE orchestrates the data flow. Select OpenSearch Serverless as your vector store. Keep the default parsing settings.

Generative AI 106

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Xebia

APRIL 20, 2023

The magic happens through a combination of Serverless, user input, a CloudFront distribution, a Lambda function, and the OpenAI API. This attention to detail creates a more engaging and authentic user experience. The Technical Wizardry Behind the Scenes Now, you might be wondering how I pulled this off. Please try again later.';

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O'Reilly Media - Ideas

JANUARY 14, 2020

Get a basic understanding of serverless, then go deeper with recommended resources. Serverless is a trend in computing that decouples the execution of code, such as in web applications, from the need to maintain servers to run that code. Serverless also offers an innovative billing model and easier scalability.

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AWS Machine Learning - AI

MAY 1, 2025

We will deep dive into the MCP architecture later in this post. Using a client-server architecture (as illustrated in the following screenshot), MCP helps developers expose their data through lightweight MCP servers while building AI applications as MCP clients that connect to these servers.

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Xicom

MARCH 16, 2021

Nowadays, the cliche “serverless architecture” is the latest addition in the technology wordbook, prevailing following the launch of AWS (Amazon Web Services) Lambada in 2014. While the gospel truth is serverless, architecture proffers the promise of writing codes without any ongoing server administration apprehension.

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AWS Machine Learning - AI

AUGUST 26, 2024

In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos. The following diagram shows a high-level overview of the architecture. This tool is essential for building and deploying serverless applications.

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AWS Machine Learning - AI

FEBRUARY 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. There can be different user authentication and authorization mechanisms deployed in an organization.

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Stackery

FEBRUARY 11, 2019

Serverless has, for the last year or so, felt like an easy term to define: code run in a highly managed environment with (almost) no configuration of the underlying computer layer done by your team. Fair enough, but what is is a serverless application? Review: What’s a Lambda?

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Serverless Lambda AWS Software Review 53

Tamnoon

MARCH 17, 2025

Serverless architecture accelerates development and reduces infrastructure management, but it also introduces security blind spots that traditional tools often fail to detect. Additionally, AWS serverless security pitfalls that compliance checklists often overlook.

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Netlify

APRIL 28, 2020

In the last 5 years, the Jamstack has seen a meteoric growth from relative obscurity to becoming one of the fastest growing architectures for building fast and secure websites. The Jamstack architecture holds much promise when it comes to a faster, more lean web. Developers were now free to focus on their own unique implementations.

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AWS Machine Learning - AI

SEPTEMBER 17, 2024

Our solution uses an FSx for ONTAP file system as the source of unstructured data and continuously populates an Amazon OpenSearch Serverless vector database with the user’s existing files and folders and associated metadata. The RAG Retrieval Lambda function stores conversation history for the user interaction in an Amazon DynamoDB table.

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Altexsoft

SEPTEMBER 6, 2023

Serverless security has become a significant player in the B2B tech landscape. billion in 2021, the serverless security market is projected to surge to USD 5.1 Furthermore, as per recent data , 21% of enterprises have already integrated serverless technology and an additional 39% are exploring its potential. Let’s get started.

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Confluent

SEPTEMBER 30, 2019

There is fantastic news if you’re just coming up to speed on Kafka: we are eliminating these challenges and lowering the entry barrier for Kafka by making Kafka serverless and offering Confluent Cloud for free*. Kafka made serverless. These are the typical reasons for running in the cloud. Free Kafka as a service.

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The Agile Monkey

NOVEMBER 27, 2018

Utilizing AWS Hosted Technologies to Bootstrap a Simple Cloud E-Commerce Solution A Very Brief Serverless Introduction There are plenty of blog posts and documentation that give introductions to serverless architectures in general and specific providers and technologies. They also mesh neatly with CI/CD solutions like CircleCI.

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Xebia

MAY 14, 2024

While Azure Web Apps for Containers provides a more specialized environment for web hosting, it might not offer the granularity of control or scalability needed for more complex, microservices-based architectures or applications with high demands for customization and scalability. Kubernetes Cluster). Kubernetes Cluster).

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