AWS Machine Learning - AI

NOVEMBER 26, 2024

AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment. We also demonstrate how to test the solution and monitor performance, and discuss options for scaling and multi-tenancy.

AWS 87

AWS Load Balancer Software Review Artificial Inteligence 87

Dzone - DevOps

JANUARY 27, 2025

AWS Lambda is enhancing the local IDE experience to make developing Lambda-based applications more efficient. These new features enable developers to author, build, debug, test, and deploy Lambda applications seamlessly within their local IDE using Visual Studio Code (VS Code).

Lambda 93

Lambda AWS Applications Testing 93

AWS Machine Learning - AI

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

Generative AI 111

Generative AI AWS Groups Artificial Inteligence 111

AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

AWS 84

AWS Generative AI Technical Review Artificial Inteligence 84

CIO

OCTOBER 17, 2024

Caylent, an AWS cloud consulting partner, uses AI to write most of its code in specific cases, says Clayton Davis, director of cloud-native development there. This agentic approach to creation and validation is especially useful for people who are already taking a test-driven development approach to writing software,” Davis says.

Software Review 212

Software Review Software Engineering Weak Development Team Engineering 212

Tenable

NOVEMBER 18, 2024

AWS has released an important new feature that allows you to apply permission boundaries around resources at scale called Resource Control Policies (RCPs). AWS just launched Resource Control Policies (RCPs), a new feature in AWS Organizations that lets you restrict the permissions granted to resources. What are RCPs?

Policies 71

Policies AWS Resources Software Review 71

AWS Machine Learning - AI

MARCH 3, 2025

Hybrid architecture with AWS Local Zones To minimize the impact of network latency on TTFT for users regardless of their locations, a hybrid architecture can be implemented by extending AWS services from commercial Regions to edge locations closer to end users. Next, create a subnet inside each Local Zone. Amazon Linux 2).

AWS 71

AWS Artificial Inteligence Technical Review Systems Review 71

AWS Machine Learning - AI

NOVEMBER 26, 2024

Using vLLM on AWS Trainium and Inferentia makes it possible to host LLMs for high performance inference and scalability. Deploy vLLM on AWS Trainium and Inferentia EC2 instances In these sections, you will be guided through using vLLM on an AWS Inferentia EC2 instance to deploy Meta’s newest Llama 3.2 You will use inf2.xlarge

Artificial Inteligence 84

Artificial Inteligence AWS Artificial Intelligence Generative AI 84

CIO

MARCH 20, 2025

Code Harbor automates current-state assessment, code transformation and optimization, as well as code testing and validation by relying on task-specific, finely tuned AI agents. Accelerating modernization As an example of this transformative potential, EXL demonstrated Code Harbor , its generative AI (genAI)-powered code migration tool.

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

TechCrunch

MARCH 29, 2022

The four-year-old startup’s cloud-based offerings allow users to test their websites and apps on more than 3,000 different combinations of browsers, operating systems, devices and different variants of them. “We We have built AWS for testers,” he said in an interview with TechCrunch. It is already in beta.

AWS 213

AWS Testing Web Development Operating System 213

CIO

JUNE 28, 2023

Amazon Web Services (AWS) on Tuesday unveiled a new no-code offering, dubbed AppFabric, designed to simplify SaaS integration for enterprises by increasing application observability and reducing operational costs associated with building point-to-point solutions. AppFabric, which is available across AWS’ US East (N.

Generative AI 204

Generative AI AWS Artificial Inteligence Enterprise 204

AWS Machine Learning - AI

NOVEMBER 7, 2024

Developer tools The solution also uses the following developer tools: AWS Powertools for Lambda – This is a suite of utilities for Lambda functions that generates OpenAPI schemas from your Lambda function code. After deployment, the AWS CDK CLI will output the web application URL. Python 3.9 or later Node.js

Lambda 114

Lambda Enterprise Automotive Knowledge Base 114

AWS Machine Learning - AI

MARCH 27, 2025

Amazon Bedrock cross-Region inference capability that provides organizations with flexibility to access foundation models (FMs) across AWS Regions while maintaining optimal performance and availability. We provide practical examples for both SCP modifications and AWS Control Tower implementations.

Artificial Inteligence 96

Artificial Inteligence AWS Technical Review Policies 96

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

Generative AI 110

Generative AI Lambda Applications AWS 110

Perficient

MARCH 11, 2025

AWS CloudFormation, a key service in the AWS ecosystem, simplifies IaC by allowing users to easily model and set up AWS resources. This blog explores the best practices for utilizing AWS CloudFormation to achieve reliable, secure, and efficient infrastructure management. Why Use AWS CloudFormation? Example: 3.

AWS 52

AWS Software Review Systems Review Policies 52

AWS Machine Learning - AI

APRIL 1, 2025

invoke(input_text=Convert 11am from NYC time to London time) We showcase an example of building an agent to understand your Amazon Web Service (AWS) spend by connecting to AWS Cost Explorer , Amazon CloudWatch , and Perplexity AI through MCP. This gives you an AI agent that can transform the way you manage your AWS spend.

Generative AI 129

Generative AI AWS Artificial Inteligence Software Review 129

AWS Machine Learning - AI

NOVEMBER 1, 2024

Organizations can now label all Amazon Bedrock models with AWS cost allocation tags , aligning usage to specific organizational taxonomies such as cost centers, business units, and applications. By assigning AWS cost allocation tags, the organization can effectively monitor and track their Bedrock spend patterns.

Generative AI 125

Generative AI AWS Artificial Inteligence Budget 125

Xebia

DECEMBER 25, 2023

By using the same structure that our customers have, I can test and build my ideas and apply them in customer environments if they are successful. My landing zone For my landing zone I used the Customizations for AWS Control Tower (CfCt) project. For account creation I use aws-samples/aws-control-tower-automate-account-creation.

AWS 173

AWS Policies Testing Resources 173

CIO

MARCH 20, 2025

Partnering with AWS Amazon Web Services plays an important role in Japans rugby media strategy, including AWS Elemental Live, which encodes live video from the matches and uploads it to the cloud, and AWS Elemental MediaLive, a live video processing service that encodes streaming video. You dont buy a product, says Muroguchi.

Media 103

Media Strategy Cloud Sport 103

Dzone - DevOps

MARCH 24, 2025

Our "serverless" order processing system built on AWS Lambda and API Gateway was humming along, handling 1,000 transactions/minute. The post-mortem revealed the harsh truth: wed never tested failure scenarios. Then, disaster struck. Our resilient serverless setup had no fallbacks, retries, or plans for chaos.

Lambda 59

Lambda Serverless AWS Engineering 59

AWS Machine Learning - AI

NOVEMBER 22, 2024

Seamless integration of latest foundation models (FMs), Prompts, Agents, Knowledge Bases, Guardrails, and other AWS services. Reduced time and effort in testing and deploying AI workflows with SDK APIs and serverless infrastructure. Test your Flows with the implemented guardrails by entering a prompt in the Test Flow.

Generative AI 100

Generative AI Artificial Inteligence Knowledge Base AWS 100

CIO

MARCH 20, 2025

Buoyed by this demand, software vendors and cloud service providers, such as ServiceNow, Salesforce, Workday, AWS, IBM, Google, and Microsoft among others, are ramping up their agent-based offerings. In terms of testing tools, the Studio is capable of monitoring results within AI-driven workflows. Is it truly agentic?

Cloud 135

Cloud Artificial Inteligence Enterprise AWS 135

Mobilunity

DECEMBER 26, 2024

For medium to large businesses with outdated systems or on-premises infrastructure, transitioning to AWS can revolutionize their IT operations and enhance their capacity to respond to evolving market needs. AWS migration isnt just about moving data; it requires careful planning and execution. Need to hire skilled engineers?

AWS 52

AWS Cloud Weak Development Team DevOps 52

AWS Machine Learning - AI

APRIL 10, 2025

Solution overview To evaluate the effectiveness of RAG compared to model customization, we designed a comprehensive testing framework using a set of AWS-specific questions. Our study used Amazon Nova Micro and Amazon Nova Lite as baseline FMs and tested their performance across different configurations.

Case Study 96

Case Study Artificial Inteligence Study Generative AI 96

Dzone - DevOps

JANUARY 8, 2025

Organizations adopting Infrastructure as Code (IaC) on AWS often struggle with ensuring that their infrastructure is not only correctly provisioned but also functioning as intended once deployed. There is a pressing need for an automated, reliable way to validate AWS infrastructure changes before they go live.

AWS 97

AWS Infrastructure Testing Analysis 97

CIO

APRIL 2, 2025

By comparison, the previous record-holder for most expensive downtime was the 2017 AWS outage, which cost customers an estimated $150 million. But, as of January 28, the companys stock price was over $400, an all-time high, helped by a perfect score on an industry test for ransomware detection. The overall cost was estimated at $5.4

Software Review 175

Software Review Security Systems Review Development Team Review 175

Xebia

OCTOBER 18, 2024

It enables data engineers and analysts to write modular SQL transformations, with built-in support for data testing and documentation. Moving to the Cloud (AWS) With the local setup complete, we’re ready to explore cloud deployment options. In the next post, we’ll look into setting up Ducklake in AWS. What’s Next?

Open Source 162

Open Source AWS Government Technical Review 162

AWS Machine Learning - AI

OCTOBER 16, 2024

To evaluate the transcription accuracy quality, the team compared the results against ground truth subtitles on a large test set, using the following metrics: Word error rate (WER) – This metric measures the percentage of words that are incorrectly transcribed compared to the ground truth.

Media 103

Media Video Artificial Inteligence Generative AI 103

TechCrunch

MARCH 14, 2023

Although generative AI is exceeding my expectations, the Turing test is mostly intact in my personal experience. Finding your startup’s valuation: An angel investor explains how TechCrunch+ roundup: Beyond the Turing test, 3 VCs on SVB, usage-based pricing tactics by Walter Thompson originally published on TechCrunch

Testing 239

Testing Banking Windows ChatGPT 239

Perficient

DECEMBER 30, 2024

Introduction: Integrating GitHub Actions for Continuous Integration and Continuous Deployment (CI/CD) in AWS Lambda deployments is a modern approach to automating the software development lifecycle. After this, open AWS Lambda and create a function using Python with the default settings. In our case, we are using ap-south-1.

Lambda 52

Lambda AWS Cloud DevOps 52

AWS Machine Learning - AI

OCTOBER 11, 2024

It uses Amazon Bedrock , AWS Health , AWS Step Functions , and other AWS services. Some examples of AWS-sourced operational events include: AWS Health events — Notifications related to AWS service availability, operational issues, or scheduled maintenance that might affect your AWS resources.

Cloud 88

Cloud AWS Serverless Policies 88

AWS Machine Learning - AI

MARCH 18, 2025

Providing recommendations for follow-up assessments, diagnostic tests, or specialist consultations. Solution overview: patient reporting and analysis in clinical trials Key AWS services used in this solution include Amazon Simple Storage Service (Amazon S3), AWS HealthScribe , Amazon Transcribe , and Amazon Bedrock. Choose Test.

Artificial Inteligence 95

Artificial Inteligence Technical Review Healthcare Systems Review 95

Xebia

MAY 8, 2024

When you deploy lambda functions using CDK and a test-driven approach, you might have noticed that the test feedback takes longer each time you add a new function. You need to ship the actual lambda code to AWS in the correct format with the correct dependencies. Skip the bundling when you run the tests!

Testing 130

Testing Lambda How To Backup 130

CIO

FEBRUARY 11, 2025

Putting serverless to the test In 2020, we made an architecture decision to leverage serverless architecture for implementing a fraud detection use case. Our cloud strategy was to use a single cloud provider for our enterprise cloud platform AWS. Scalability. Measured by persistent response time to peak time load. The results?

Serverless 155

Serverless Architecture Microservices Scalability 155

Erik Bernhardsson

NOVEMBER 30, 2021

Here's a theory I have about cloud vendors (AWS, Azure, GCP): Cloud vendors 1 will increasingly focus on the lowest layers in the stack: basically leasing capacity in their data centers through an API. Redshift is a data warehouse (aka OLAP database) offered by AWS. If you're an ambitious person, do you go work at AWS?

Cloud 351

Cloud AWS Weak Development Team Serverless 351

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. Adjust the inference parameters as needed and write your test prompt.

Generative AI 115

Generative AI Artificial Inteligence AWS Technical Review 115

CIO

FEBRUARY 4, 2025

If the ban is enacted, cloud-based deployments on Azure, AWS, and Nvidia could be discontinued, potentially requiring urgent migration to alternative models, said Anil Clifford, founder of UK-based IT consulting firm Eden Consulting. When asked about the impact of the ban on these models, AWS and Nvidia did not comment.

Enterprise 152

Enterprise Technical Review Software Review Open Source 152