OverOps

JUNE 11, 2019

Smaller code bases are easier to understand, and with clearly separated services the overall architecture is much “cleaner”. Rather than asking what specialized framework you need to build a new microservices architecture, let’s ask how we can use current frameworks to support the same goal.

Microservices 236

Microservices Architecture Technical Review Development Team Review 236

DevOps.com

MAY 27, 2021

Attracted by lower costs and less operational overhead, serverless computing is an unmistakable undercurrent in the world of DevOps. Developers are drawn to the innovation because it requires no architecture to manage while offering continuous scaling for anything from a few requests per day to hundreds of thousands of requests per second.

Serverless 144

Serverless DevOps Architecture Innovation 144

AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. The solution incorporates the following key features: Using a Retrieval Augmented Generation (RAG) architecture, the system generates a context-aware detailed assessment.

Generative AI 120

Generative AI Technical Review Software Review Systems Review 120

Dzone - DevOps

NOVEMBER 15, 2023

Since the concept of a “ serverless ” system is gaining traction, you’re likely to develop curiosity in this regard. With an assurance of flexibility, scalability, and cost-effectiveness, the serverless system brings a paradigm shift in the software development arena.

Serverless 105

Serverless Architecture System Software 105

Tenable

FEBRUARY 13, 2024

Cybersecurity teams often struggle with securing cloud-native applications, which are becoming increasingly popular with developers. The good news is that deploying these applications on a serverless architecture can make it easier to protect them. What is serverless? How can serverless help? Here’s why.

Serverless 106

Serverless Architecture Applications Cloud 106

AWS Machine Learning - AI

JANUARY 29, 2025

By providing high-quality, openly available models, the AI community fosters rapid iteration, knowledge sharing, and cost-effective solutions that benefit both developers and end-users. Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API.

Generative AI 132

Generative AI Artificial Inteligence AWS Technical Review 132

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.

Serverless 52

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

AWS Machine Learning - AI

NOVEMBER 13, 2024

In the context of generative AI , significant progress has been made in developing multimodal embedding models that can embed various data modalities—such as text, image, video, and audio data—into a shared vector space. An Amazon OpenSearch Serverless collection. Retrieve images stored in S3 bucket response = s3.list_objects_v2(Bucket=BUCKET_NAME)

AWS 115

AWS Engineering Serverless eCommerce 115

Dzone - DevOps

APRIL 26, 2023

Serverless architecture has been gaining momentum in the past few years as a popular way of building and deploying applications. It eliminates the need for developers to manage and maintain servers, allowing them to focus on writing code and delivering features.

Serverless 96

Serverless Architecture Continuous Integration Testing 96

Dzone - DevOps

JULY 29, 2024

In this article, we'll walk through the process of creating and deploying a real-time AI-powered chatbot using serverless architecture. We'll cover the entire workflow from setting up the backend with serverless functions to building a responsive frontend chat interface.

Serverless 91

Serverless Architecture Lambda AWS 91

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. No, that is not a typo.). “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

Dzone - DevOps

JANUARY 16, 2024

Serverless architecture is a way of building and running applications without the need to manage infrastructure. AWS offers various serverless services, with AWS Lambda being one of the most prominent. When we talk about " serverless ," it doesn't mean servers are absent.

Serverless 94

Serverless Architecture AWS Lambda 94

Netlify

FEBRUARY 18, 2021

The development workflow provided by Netlify is becoming second nature to many web developers: Write and test code locally. This, along with the principles of a Jamstack architecture , where the user interface is compiled in advance, also enables improvements like atomic and immutable deploys. Push to version control.

Serverless 123

Serverless Software Review Web Development Testing 123

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.

Serverless 106

Serverless Microservices Architecture Tools 106

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, as exciting as these advancements are, data scientists often face challenges when it comes to developing UIs and to prototyping and interacting with their business users. With Streamlit, you can quickly build and iterate on your application without the need for extensive frontend development experience.

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

Dzone - DevOps

DECEMBER 6, 2023

The pursuit of speed and agility in software development has given rise to methodologies and practices that transcend traditional boundaries. In this article, we'll explore the latest advancements in continuous testing, focusing on how it intersects with microservices and serverless architectures.

Serverless 94

Serverless Microservices Architecture Testing 94

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.

Serverless 130

Serverless Generative AI Google Cloud Technical Review 130

AWS Machine Learning - AI

NOVEMBER 22, 2024

Key benefits include: Simplified generative AI workflow development with an intuitive visual interface. Reduced time and effort in testing and deploying AI workflows with SDK APIs and serverless infrastructure. Reduced time and effort in testing and deploying AI workflows with SDK APIs and serverless infrastructure.

Generative AI 123

Generative AI Artificial Inteligence Knowledge Base AWS 123

Erik Bernhardsson

NOVEMBER 30, 2021

We currently have cloud vendors that offer end-to-end solutions from the developer experience down to the hardware: What if cloud vendors focus on the lowest layer, and other (pure software) vendors on the layer above? Somewhat subjectively and anecdotally, these tools tend to have a much higher focus on developer experience.

Cloud 351

Cloud AWS Weak Development Team Serverless 351

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.

Serverless 105

Serverless Performance Tools Scalability 105

Dzone - DevOps

SEPTEMBER 17, 2020

By this point most enterprises, including those running on legacy infrastructures, are familiar with the benefits of serverless computing : Greater scalability. Faster development. More efficient deployment. Lower cost.

Serverless 119

Serverless Programming Scalability Agile 119

AWS Machine Learning - AI

OCTOBER 31, 2024

By implementing this architectural pattern, organizations that use Google Workspace can empower their workforce to access groundbreaking AI solutions powered by Amazon Web Services (AWS) and make informed decisions without leaving their collaboration tool. In the following sections, we explain how to deploy this architecture.

Generative AI 123

Generative AI Lambda Applications AWS 123

AWS Machine Learning - AI

NOVEMBER 7, 2024

Responsible AI components promote the safe and responsible development of AI across tenants. API Gateway is serverless and hence automatically scales with traffic. They can also use the playground UI to assess the suitability of generative AI for their specific use case before diving into full-fledged application development.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

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

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. .’

Serverless 228

Serverless Enterprise Cloud Course 228

CloudZero

NOVEMBER 8, 2021

Serverless services save time. When you switch to serverless architecture , you offload redundant cloud management activities to your cloud provider and gain more time to focus on the most important parts of your business — development and innovation.

Serverless 97

Serverless Architecture Cloud Innovation 97

TechCrunch

DECEMBER 13, 2022

Ask Alan Shreve why he founded Ngrok , a service that helps developers share sites and apps running on their local machines or servers, and he’ll tell you it was to solve a tough-to-grok (pun fully intended) infrastructure problem he encountered while at Twilio. “Ngrok allows developers to avoid that complexity.”

Firewall 240

Firewall Serverless Internet Load Balancer 240

AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. The following diagram illustrates the solution architecture. Key architectural decisions drive both performance and cost optimization.

Artificial Inteligence 68

Artificial Inteligence Open Source AWS Serverless 68

Dzone - DevOps

FEBRUARY 11, 2025

Among the many advancements in cloud technologies, serverless architectures stand out as a transformative approach. Ease-of-use and efficiency are the two most desirable properties for modern application development, and serverless architectures offer these.

Serverless 81

Serverless AWS Architecture Scalability 81

Dzone - DevOps

FEBRUARY 14, 2024

The landscape of software development is constantly evolving, with emerging technologies reshaping the way applications are built and deployed. Among the most notable trends gaining traction is serverless architecture , offering developers a paradigm shift in how they approach application development.

Software Development 98

Software Development Software Development Serverless 98

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

OCTOBER 11, 2024

Although traditional programmatic approaches offer automation capabilities, they often come with significant development and maintenance overhead, in addition to increasingly complex mapping rules and inflexible triage logic. The following diagram illustrates the solution architecture.

Cloud 97

Cloud AWS Serverless Policies 97

AWS Machine Learning - AI

APRIL 9, 2025

Adding a new task would necessitate the development of a new UI component in addition to the selection and integration of a new model. This feature of Amazon Bedrock provides a single serverless endpoint for efficiently routing requests between different LLMs within the same model family. 70B and 8B.

Artificial Inteligence 129

Artificial Inteligence Generative AI AWS Applications 129

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. The following diagram provides a detailed view of the architecture to enhance email support using generative AI.

Knowledge Base 110

Knowledge Base Technical Review Generative AI Lambda 110

Netlify

OCTOBER 11, 2024

Discover the power and benefits of serverless architecture: build scalable, efficient, and cost-effective applications while offloading infrastructure management.

Serverless 55

Serverless Architecture Development Scalability 55

Xebia

APRIL 16, 2025

I summarized my key takeaways that can help you improve your serverless architectures. The AWS Toolkit for VS Code solves this problem by letting you develop and visualize your workflows directly in your IDE. This makes the development process much more efficient and improves the Developer Experience.

AWS 130

AWS Lambda Serverless Architecture 130