AWS Machine Learning - AI

NOVEMBER 22, 2024

Since 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.

Generative AI 78

Generative AI AWS Technical Review Backup 78

AWS Machine Learning - AI

JANUARY 29, 2025

Their DeepSeek-R1 models represent a family of large language models (LLMs) designed to handle a wide range of tasks, from code generation to general reasoning, while maintaining competitive performance and efficiency. Review the model response and metrics provided. The following diagram illustrates the end-to-end flow.

Generative AI 122

Generative AI Artificial Inteligence AWS Technical Review 122

CIO

MAY 8, 2024

This helps reduce the points of failure due to human intervention. This is crucial for extracting insights from text-based data sources like social media feeds, customer reviews, and emails. Serverless data integration The rise of serverless computing has also transformed the data integration landscape. billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

AWS Machine Learning - AI

NOVEMBER 6, 2024

The emergence of generative AI has ushered in a new era of possibilities, enabling the creation of human-like text, images, code, and more. Set up your development environment To get started with deploying the Streamlit application, you need access to a development environment with the following software installed: Python version 3.8

Generative AI 113

Generative AI AWS Artificial Inteligence Applications 113

Palo Alto Networks

OCTOBER 22, 2024

The dynamic nature of cloud technology—with feature updates in public cloud services, new attack methods and the widespread use of open-source code—is now driving awareness of the risks inherent to modern, cloud-native development. It's a paradoxical situation where security teams face "both too much data and not enough data."

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

Apiumhub

SEPTEMBER 10, 2023

This is the introductory post in a two-part series, exploring the world of Serverless and Edge Runtime. The main focus of this post will be Serverless, while the second one will focus on an alternative, newer approach in the form of Edge Computing. Scalability Of course, going serverless is not only for small projects.

Serverless 101

Serverless .Net Architecture AWS 101

OverOps

JUNE 11, 2019

They promise to bring greater flexibility and easier scalability. Smaller code bases are easier to understand, and with clearly separated services the overall architecture is much “cleaner”. Higher frequency releases and increased collaboration between dev and ops is exciting, but it’s important to stay diligent.

Microservices 236

Microservices Architecture Technical Review Development Team Review 236

AWS Machine Learning - AI

MARCH 20, 2025

Update the due date for a JIRA ticket. Deploy the solution Complete the following deployment steps: Download the code from GitHub. Review and choose Create project to confirm. The agent has the capability to: Provide a brief customer overview. List recent customer interactions. Retrieve the meeting preferences for a customer.

Generative AI 98

Generative AI Systems Review System Lambda 98

Mobilunity

MARCH 25, 2025

The choice of the programming language for your software product should align with the business goals, be able to handle the needed performance levels, and support the potential growth of your app. It also provides insights into each language’s cost, performance, and scalability implications. What Is Python?

Software Review 40

Software Review Software Development Software Development 40

Netlify

JULY 19, 2021

The Jamstack ecosystem is brimming with serverless data layer options. Let’s review some key components of Jamstack architecture. Pre-compile as much of the frontend as possible for performance and scalability. DataStax delivers an open, multi-cloud data stack built on Apache Cassandra, a scalable database.

Technical Review 136

Technical Review Serverless Enterprise Software Review 136

Xebia

MAY 21, 2024

Many companies across various industries prioritize modernization in the cloud for several reasons, such as greater agility, scalability, reliability, and cost efficiency, enabling them to innovate faster and stay competitive in today’s rapidly evolving digital landscape.

AWS 130

AWS Strategy Serverless Microservices 130

TechCrunch

JULY 13, 2022

DeltaStream provides a serverless streaming database to manage, secure and process data streams. “Serverless” refers to the way DeltaStream abstracts away infrastructure, allowing developers to interact with databases without having to think about servers.

Serverless 179

Serverless Systems Review Storage Technical Review 179

AWS Machine Learning - AI

APRIL 3, 2024

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. All the code for this post is available in the GitHub repo. Review and prepare the dataset.

Serverless 117

Serverless Artificial Inteligence Engineering Generative AI 117

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. or invest in a vendor-agnostic layer like the serverless framework ? or invest in a vendor-agnostic layer like the serverless framework ? What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

Serverless 109

Serverless Lambda AWS Systems Review 109

High Scalability

FEBRUARY 22, 2019

It has 39 mostly 5 star reviews. 2% : of sales spent by consumer packaged goods companies on R&D (14% for tech); 272 million : metric tons of plastic are produced each year around the globe; 100+ fp s: Google's Edge TPU; 6,000 : bugs per million lines of code; 2.2 I wrote Explain the Cloud Like I'm 10 just for them.

Scalability 15

Scalability Internet Software Review Lambda 15

Tenable

APRIL 1, 2025

Cloud Run is a fully managed service for running containerized applications in a scalable, serverless environment. It manages the infrastructure, scaling and execution environment, allowing you to run your application in a serverless manner without having to worry about the underlying systems.

Cloud 69

Cloud Google Cloud Serverless Software Review 69

The Agile Monkey

JUNE 7, 2019

When serverless pops up in conversation, there is sometimes an uncomfortable silence in the room. This is possibly because the majority of us don’t know much about serverless. Serverless is the new paradigm for building applications. As a result, we only have to think about our code, architecture and which services to use.

Serverless 75

Serverless Lambda AWS Software Review 75

AWS Machine Learning - AI

NOVEMBER 7, 2024

In the first part of the series, we showed how AI administrators can build a generative AI software as a service (SaaS) gateway to provide access to foundation models (FMs) on Amazon Bedrock to different lines of business (LOBs). API Gateway is serverless and hence automatically scales with traffic.

Generative AI 104

Generative AI AWS Enterprise Artificial Inteligence 104

AWS Machine Learning - AI

AUGUST 28, 2024

For example, using an AI-based coding companion such as Amazon Q Developer can boost development productivity by up to 30 percent. GitHub (Cloud) is a popular development platform that helps teams build, scale, and deliver software used by more than 100 million developers and over 4 million organizations worldwide.

Generative AI 117

Generative AI Software Review Cloud AWS 117

Datavail

AUGUST 4, 2021

The advantages of moving analytics to AWS Cloud include: Lower IT costs: Cloud migrations save businesses the costs of on-premises hardware, software licenses, and ongoing support and maintenance. The AWS Auto Scaling feature lets you define rules to automatically adjust your capacity, so the system never goes down due to heavy demand.

AWS 98

AWS Technical Review Analytics Development Team Review 98

AWS Machine Learning - AI

DECEMBER 11, 2024

In the same spirit of using generative AI to equip our sales teams to most effectively meet customer needs, this post reviews how weve delivered an internally-facing conversational sales assistant using Amazon Q Business. Software Development Manager based in Seattle with over a decade of experience at AWS. Jonathan Garcia is a Sr.

AWS 90

AWS Generative AI Technical Review Artificial Inteligence 90

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index. Review and approve these if you’re comfortable with the permissions.

Lambda 120

Lambda Enterprise Automotive Knowledge Base 120

AWS Machine Learning - AI

MAY 17, 2024

In this blog post, you will learn about prompt chaining, how to break a complex task into multiple tasks to use prompt chaining with an LLM in a specific order, and how to involve a human to review the response generated by the LLM. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 130

Generative AI Artificial Inteligence Systems Review Software Review 130

CIO

AUGUST 2, 2023

To fully capitalize on the cloud’s scalability and flexibility, most enterprises go beyond a simple lift-and-shift approach, instead injecting them with cloud-native capabilities — a strategy that sounds simple but can quickly prove complex. This enables speedy software delivery and a multipronged modernization approach.”

Cloud 148

Cloud Fractional CTO Microservices Software Review 148

Honeycomb

OCTOBER 1, 2022

I described the second category as “operations engineering minus the infrastructure,” dedicated to evaluating and assembling a production stack of third-party platform providers, enabling software engineers to self-serve their services and own their own code in production. ” The fifty-year arc of software careers.

Engineering 145

Engineering Software Review Software Engineering DevOps 145

CIO

JANUARY 16, 2023

To ensure more sustainable operations, the company’s tech staff also relies on Amazon Lambda’s serverless, event-driven compute services to run code without provisioning servers. It is a significant energy saver that enables Choice to pay for only what it uses.

Hotels 217

Hotels Sustainability Cloud Data Center 217

OTS Solutions

SEPTEMBER 5, 2023

Agile Project Management: Agile management is considered the best practice in DevOps when operating in the cloud due to its ability to enhance collaboration, efficiency, and adaptability. CI involves the frequent integration of code changes into a shared repository, ensuring that conflicts and issues are identified early on.

DevOps 130

DevOps Cloud Software Review Weak Development Team 130

CircleCI

MAY 7, 2020

Then we start to debate the merits of these architectures using a line of thinking that suggests you are choosing to have a “Microservices Architecture” or an “Event-Driven Architecture” or a “Serverless Architecture.” There’s probably a monolith somewhere, some number of microservices, a few events, and a serverless element or two.

Architecture 131

Architecture Software Review Software Technical Review 131

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.

Serverless 79

Serverless Artificial Inteligence AWS Software Review 79

Xebia

JANUARY 18, 2024

Region Evacuation with DNS approach: At this point, we will deploy the previous web server infrastructure in several regions, and then we will start reviewing the DNS-based approach to regional evacuation, leveraging the power of AWS Route 53. You can find the corresponding code for this blog post here.

AWS 147

AWS Network Load Balancer Software Review 147

Trigent

APRIL 7, 2022

serverless. Cloud computing enabled establishments to move their infrastructure from Capex to Opex, where companies could now hire their infrastructure instead of investing in expensive hardware and software. Enter serverless computing. Some of the top-rated serverless solutions are AWS-Lambda and Google-Cloud-functions.

Serverless 52

Serverless Cloud Architecture Software Review 52

Sunflower Lab

APRIL 13, 2023

Also, as a product owner, it gives you more flexibility and control over the finished software. Why the right tech stack is important: It is the cornerstone or the foundation of your software-building process. It impacts the scalability and behavior of the software limiting your control. Contents What is a Tech Stack?

Technical Review 59

Technical Review Software Development Software Review Weak Development Team 59

CIO

NOVEMBER 29, 2023

The key is to bring in a platform-neutral software architect who can delineate business boundaries and create solutions that are less intertwined with a specific vendor.” that make migration to another platform difficult due to the complexity of recreating all of that on a new platform. So plan for that in advance, adds Holcombe.

Cloud 187

Cloud Technical Review Software Review Systems Review 187

AWS Machine Learning - AI

JANUARY 29, 2025

Intelligent document processing , translation and summarization, flexible and insightful responses for customer support agents, personalized marketing content, and image and code generation are a few use cases using generative AI that organizations are rolling out in production. You determine what qualifies based on your company policies.

Generative AI 79

Generative AI Organization Enterprise Artificial Inteligence 79

AWS Machine Learning - AI

MARCH 20, 2025

The Asure team was manually analyzing thousands of call transcripts to uncover themes and trends, a process that lacked scalability. Staying ahead in this competitive landscape demands agile, scalable, and intelligent solutions that can adapt to changing demands.

Generative AI 61

Generative AI Artificial Inteligence Metrics AWS 61

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.

Serverless 59

Serverless Cloud Data Azure 59

AWS Machine Learning - AI

JUNE 18, 2024

As of this writing, Ghana ranks as the 27th most polluted country in the world , facing significant challenges due to air pollution. The objective is to automate data integration from various sensor manufacturers for Accra, Ghana, paving the way for scalability across West Africa.

Generative AI 117

Generative AI Artificial Inteligence Technical Review AWS 117