Tenable

FEBRUARY 13, 2024

The good news is that deploying these applications on a serverless architecture can make it easier to protect them. Cloud-native architecture has opened up new avenues for developers, bringing individual components out of monolithic server configurations and making them readily available as consumable services. Here’s why.

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Serverless Architecture Applications Cloud 107

Dzone - DevOps

APRIL 9, 2025

Amazon Web Services (AWS) provides an expansive suite of tools to help developers build and manage serverless applications with ease. In this article, we delve into serverless AI/ML on AWS, exploring best practices, implementation strategies, and an example to illustrate these concepts in action.

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Serverless Artificial Inteligence Scalability AWS 52

Stackery

APRIL 13, 2020

With additional audit capabilities, scoped IAM permissions, and secrets management for automated verification and deployment pipelines, Stackery helps teams scale serverless usage and accelerate modernization and innovation projects. The Speed of Serverless with Enterprise Security and Governance. and safety check for Python. .

Continuous Delivery 141

Continuous Delivery Serverless Insurance AWS 141

Dzone - DevOps

DECEMBER 7, 2023

The rise of serverless computing has transformed the way applications are built and deployed, offering unparalleled scalability, reduced infrastructure management, and improved cost efficiency.

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Serverless Performance Tools Scalability 105

TechCrunch

DECEMBER 8, 2021

Wiz started out by creating an agentless tool to scan across the range of cloud tooling from virtual machines to containers to serverless, says Raaz Herzberg, Wiz’s head of product. “When we think about the tools organizations started from deploying in the cloud, most were not cloud native.

Software Review 206

Software Review Tools Development Serverless 206

AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. Accelerate your generative AI application development by integrating your supported custom models with native Bedrock tools and features like Knowledge Bases, Guardrails, and Agents.

Generative AI 132

Generative AI Artificial Inteligence AWS Technical Review 132

Netlify

MAY 26, 2021

Why I migrated my dynamic sites to a serverless architecture. Moriel is a physicist turned software engineer turned systems architect, currently working on modernizing Wikipedia’s architecture. Like most web developers these days, I’ve heard of serverless applications and Jamstack for a while.

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Serverless Microservices Architecture Tools 106

Dzone - DevOps

OCTOBER 21, 2024

In this article, I will discuss building a sentiment analysis tool using AWS serverless capabilities and NLTK. This architecture eliminates the need for any server management while providing on-demand scalability and cost-efficiency.

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Serverless Analysis Lambda Technology 98

Xebia

AUGUST 17, 2023

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. TL;DR We’ve built an automated, serverless system on Google Cloud Platform where: Users upload images to a Google Cloud Storage Bucket.

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Serverless Generative AI Google Cloud Technical Review 130

CIO

APRIL 25, 2025

i] A major reason is that many cautious business leaders treat AI as a source of incremental improvements to existing processes rather than a tool to reshape core business functions. A serverless architecture that scales up and down on demand to deliver maximum efficiency at the lowest cost.

Enterprise 99

Enterprise Artificial Inteligence Survey Firewall 99

TechCrunch

NOVEMBER 16, 2021

PlanetScale , the serverless database company founded by the co-creators of the Vitess opensource project that powers YouTube, today announced that it has raised a $50 million Series C funding round led by Kleiner Perkins. ’ I think serverless is picking that up and it’s accelerating. .’

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Serverless Enterprise Cloud Course 228

Erik Bernhardsson

NOVEMBER 30, 2021

This has been an amazing source of products, that have been battle-tested at Amazon, Google, and Microsoft scale, and it makes sense that those tools are a great match for their big enterprise customers. Somewhat subjectively and anecdotally, these tools tend to have a much higher focus on developer experience. I don't think so.

Cloud 351

Cloud AWS Weak Development Team Serverless 351

AWS Machine Learning - AI

OCTOBER 31, 2024

Many businesses want to integrate these cutting-edge AI capabilities with their existing collaboration tools, such as Google Chat, to enhance productivity and decision-making processes. You can customize this architecture to connect other solutions that you develop in AWS to Google Chat. It can be a local machine or a cloud instance.

Generative AI 123

Generative AI Lambda Applications AWS 123

Dzone - DevOps

DECEMBER 18, 2023

The most popular use case in current IT architecture is moving from Serverfull to Serverless design. The Plan We will be building a simple hello world API service using a low code integration tooling and wrapping it as a docker image. In this article, we will be showing how to run Kumologica flow as a docker container.

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Serverless Lambda Azure AWS 97

AWS Machine Learning - AI

OCTOBER 11, 2024

The assistant can filter out irrelevant events (based on your organization’s policies), recommend actions, create and manage issue tickets in integrated IT service management (ITSM) tools to track actions, and query knowledge bases for insights related to operational events. Dispatch notifications through instant messaging tools or emails.

Cloud 97

Cloud AWS Serverless Policies 97

CIO

JANUARY 26, 2023

They’ve started adding better accounting tools and alarms that are triggered before the bills reach the stratosphere. See Azure Cost Management , Google Cloud Cost Management , and AWS Cloud Financial Management tools for the big three clouds. What follows is an alphabetical list of the best cloud cost tracking tools.

Tools 174

Tools Cloud Artificial Inteligence Artificial Intelligence 174

CIO

MAY 8, 2024

Of late, innovative data integration tools are revolutionising how organisations approach data management, unlocking new opportunities for growth, efficiency, and strategic decision-making by leveraging technical advancements in Artificial Intelligence, Machine Learning, and Natural Language Processing. billion by 2025. billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

Stackery

APRIL 13, 2020

To me, serverless represents a movement towards specializing in providing best-in-class infrastructure so developers can spend less time thinking about virtual machines or containers and more time focussing on the hard work of designing, developing, and delivering distributed applications that operate on the public internet. What’s New? .

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Serverless Software Review AWS Infrastructure 98

TechCrunch

OCTOBER 4, 2021

IaC can be used for any type of cloud workload or architecture, but it is a necessity for anyone building on the modern cloud. This is especially true for modern cloud architectures such as serverless applications, containerized applications running Kubernetes, AI/ML and more.

Software Review 247

Software Review Infrastructure DevOps Data Center 247

O'Reilly Media - Data

AUGUST 30, 2018

Jonas and his collaborators are working on a related project, NumPyWren, a system for linear algebra built on a serverless architecture. Continue reading Building accessible tools for large-scale computation and machine learning.

Machine Learning 125

Machine Learning Artificial Inteligence Tools Serverless 125

AWS Machine Learning - AI

MARCH 14, 2025

This integration brings Anthropics visual perception capabilities as a managed tool within Amazon Bedrock Agents, providing you with a secure, traceable, and managed way to implement computer use automation in your workflows. The workflow parses the agent response and executes the tool returned in a sandbox environment.

AWS 134

AWS Generative AI Linux Groups 134

AWS Machine Learning - AI

OCTOBER 29, 2024

Professionals in a wide variety of industries have adopted digital video conferencing tools as part of their regular meetings with suppliers, colleagues, and customers. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

AWS Machine Learning - AI

JANUARY 22, 2025

We explain the end-to-end solution workflow, the prompts needed to produce the transcript and perform security analysis, and provide a deployable solution architecture. The administrator selects the Text tool from the toolbar in Paint. The following diagram illustrates the solution architecture.

Generative AI 111

Generative AI Video Analysis Technical Review 111

AWS Machine Learning - AI

NOVEMBER 6, 2024

AWS provides a powerful set of tools and services that simplify the process of building and deploying generative AI applications, even for those with limited experience in frontend and backend development. The AWS deployment architecture makes sure the Python application is hosted and accessible from the internet to authenticated users.

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

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.

Serverless 117

Serverless AWS Artificial Inteligence Big Data 117

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. This can lead to inefficiencies, delays, and errors, diminishing customer satisfaction.

Knowledge Base 109

Knowledge Base Generative AI Technical Review Lambda 109

Palo Alto Networks

OCTOBER 22, 2024

According to the Unit 42 Cloud Threat Report : The rate of cloud migration shows no sign of slowing down—from $370 billion in 2021, with predictions to reach $830 billion in 2025—with many cloud-native applications and architectures already having had time to mature.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

TechCrunch

NOVEMBER 18, 2020

The term “DevOps” has been rendered meaningless and developers still don’t have access to the right tools to put the overall idea into practice, the team behind DevOps startup OpsLevel argues. “We’ve underinvested in tools to make DevOps actually work,” the team says in today’s announcement.

DevOps 267

DevOps Serverless Microservices Engineering 267

AWS Machine Learning - AI

APRIL 9, 2025

For example, an AI-powered productivity tool for an ecommerce company might feature dedicated interfaces for different roles, such as content marketers and business analysts. This feature of Amazon Bedrock provides a single serverless endpoint for efficiently routing requests between different LLMs within the same model family.

Artificial Inteligence 129

Artificial Inteligence Generative AI AWS Applications 129

CIO

DECEMBER 20, 2024

With a wide range of services, including virtual machines, Kubernetes clusters, and serverless computing, Azure requires advanced management strategies to ensure optimal performance, enhanced security, and cost efficiency. Tools like Azure Resource Manager (ARM) or Terraform can help organizations achieve this balance seamlessly.

Azure 89

Azure Analysis Cloud Resources 89

Dzone - DevOps

JUNE 5, 2023

In modern architecture, most of the system has some component of Asynchronous computing. Popular Examples of such applications are Video Streaming Services, where you stream the packet of data and then render it on client applications, Popular messaging applications, or any of the collaboration tools. What Is Event-Driven Architecture?

Architecture 71

Architecture Serverless Technology Video 71

TechCrunch

JUNE 1, 2022

Ethan Batraski is a partner at Venrock and focuses on data infrastructure, open source and developer tools. Today, thanks to the cloud, microservices, distributed applications, global scale, real-time data and deep learning, new database architectures have emerged to solve for new performance requirements. Ethan Batraski. Contributor.

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Serverless Enterprise Microservices Open Source 245

AWS Machine Learning - AI

APRIL 29, 2025

In this post, we explore how AWS services can be seamlessly integrated with open source tools to help establish a robust red teaming mechanism within your organization. Tools like Amazon Bedrock provide comprehensive evaluation capabilities that enable organizations to assess model security and robustness through automated evaluation.

Generative AI 72

Generative AI Weak Development Team AWS Artificial Inteligence 72

AWS Machine Learning - AI

NOVEMBER 14, 2024

Architecture The following figure shows the architecture of the solution. Being serverless, it allows secure integration and deployment of generative AI capabilities without managing infrastructure. The workflow of the solution uses the following steps.

Artificial Inteligence 111

Artificial Inteligence Generative AI Travel AWS 111

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.

AWS 109

AWS Generative AI Technical Review Artificial Inteligence 109

AWS Machine Learning - AI

MAY 1, 2025

Organizations implementing agents and agent-based systems often experience challenges such as implementing multiple tools, function calling, and orchestrating the workflows of the tool calling. These tools are integrated as an API call inside the agent itself, leading to challenges in scaling and tool reuse across an enterprise.

Artificial Inteligence 57

Artificial Inteligence AWS Architecture Generative AI 57