AWS Machine Learning - AI

NOVEMBER 6, 2024

For macOS, we have tested the deployment with Colima container runtimes in replacement for Docker Desktop. In the next section, we show how to test your changes locally before deploying, which will accelerate your development workflow. Fortunately, you can run and test your application locally before deploying it to AWS.

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Generative AI AWS Artificial Inteligence Applications 118

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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AWS Machine Learning - AI

APRIL 29, 2025

For both types of vulnerabilities, red teaming is a useful mechanism to mitigate those challenges because it can help identify and measure inherent vulnerabilities through systematic testing, while also simulating real-world adversarial exploits to uncover potential exploitation paths. What is red teaming?

Generative AI 68

Generative AI Weak Development Team AWS Artificial Inteligence 68

TechCrunch

DECEMBER 13, 2022

An open source package that grew into a distributed platform, Ngrok aims to collapse various networking technologies into a unified layer, letting developers deliver apps the same way regardless of whether they’re deployed to the public cloud, serverless platforms, their own data center or internet of things devices.

Firewall 240

Firewall Serverless Internet Load Balancer 240

AWS Machine Learning - AI

NOVEMBER 7, 2024

The generative AI playground is a UI provided to tenants where they can run their one-time experiments, chat with several FMs, and manually test capabilities such as guardrails or model evaluation for exploration purposes. API Gateway is serverless and hence automatically scales with traffic. The component groups are as follows.

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Generative AI AWS Enterprise Artificial Inteligence 111

Apiumhub

DECEMBER 9, 2024

Verify that Synapse has permission to retrieve secrets by testing access from within the Synapse workspace. Serverless SQL Pools for On-Demand Querying Synapse includes serverless SQL pools for ad-hoc querying of data stored in Azure Data Lake without requiring dedicated compute resources.

Azure 91

Azure Analytics Storage Artificial Inteligence 91

AWS Machine Learning - AI

APRIL 9, 2025

Careful model selection, fine-tuning, configuration, and testing might be necessary to balance the impact of latency and cost with the desired classification accuracy. This hybrid approach combines the scalability and flexibility of semantic search with the precision and context-awareness of classifier LLMs. seconds.

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Artificial Inteligence Generative AI AWS Applications 123

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.

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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.

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Lambda Enterprise Automotive Knowledge Base 127

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. Hopefully, you’ll know more after you read this post!

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Serverless Lambda AWS Software Review 75

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

APRIL 10, 2025

AWS is the first major cloud provider to deliver Pixtral Large as a fully managed, serverless model. To test Pixtral Large on the Amazon Bedrock console, choose Text or Chat under Playgrounds in the navigation pane. Lets test it with an organization structure. For more information, see Access Amazon Bedrock foundation models.

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Generative AI AWS Technical Review Artificial Inteligence 96

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. On the other hand, using serverless solutions from scratch can be time-consuming and require a lot of effort to set up and manage. You just want to move fast and only care about your business logic , right?

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AWS Machine Learning - AI

MARCH 7, 2025

During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. During these tests, in-house domain experts would grade accuracy, consistency, and adherence to context on a manual grading scale of 110.

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Generative AI Technical Review Insurance Policies 89

AWS Machine Learning - AI

OCTOBER 31, 2024

When it’s complete, you can go to Google Chat and test your new business logic. You could also use Amazon Bedrock Prompt Flows to accelerate the creation, testing, and deployment of workflows through an intuitive visual builder. The following screenshot shows an example chat.

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Generative AI Lambda Applications AWS 122

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 75

Cloud Google Cloud Serverless Software Review 75

AWS Machine Learning - AI

MARCH 20, 2025

Teams can swiftly create, test, and launch chat agent applications, accelerating the implementation of AI solutions that automate complex tasks and enhance decision-making capabilities. The generative AI features of Amazon Bedrock transform how organizations build and deploy AI solutions by enabling rapid agent prototyping and deployment.

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Generative AI Systems Review System Lambda 109

Stackery

APRIL 7, 2020

Stackery’s secure serverless platform for AWS offers teams a key resource to help realize the promise of serverless – by automating otherwise complex infrastructure processes, we enable you to leverage the massive suite of AWS tools and services with minimal management overhead. Stackery’s serverless platform helps teams: .

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Serverless Development AWS Architecture 66

Stackery

MAY 14, 2020

AWS Summit Chicago on the horizon, and while there’s no explicit serverless track, there are some amazing sessions to check out. Here are my top choices for the serverless sessions and a workshop you won’t want to miss: Workshop for Serverless Computing with AWS + Stackery + Epsagon. Performing Serverless Analytics in AWS Glue.

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AWS Serverless Lambda Microservices 105

Gorilla Logic

SEPTEMBER 16, 2021

In this article, we are going to compare the leading cloud providers of serverless computing frameworks so that you have enough intel to make a sound decision when choosing one over the others. Scalability, Limits, and Restrictions. Scalability: Lambda creates a new instance to process each new concurrent event. Azure Functions.

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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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Serverless Artificial Inteligence AWS Software Review 86

Erik Bernhardsson

OCTOBER 18, 2022

Infinite scalability. But we don't: When I compile code, I want to fire up 1000 serverless container and compile tiny parts of my code in parallel. When I run tests, I want to parallelize all of them. Why do I need to SSH into a CI runner to debug some test failure that I can't repro locally? Fewer constraints.

Cloud 273

Cloud Lambda Software Engineering AWS 273

Mobilunity

APRIL 22, 2025

CI enables developers to merge code changes frequently while running automated tests, which helps in quickly identifying and resolving issues. Reduces errors and improves overall software quality with continuous testing and integration. Scalability & Flexibility. Enhanced Scalability. Better Quality. Complexity.

DevOps 40

DevOps Software Review Development Team Review Technical Review 40

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. After all, as with many seemingly easy tasks, the devil is in the details.

Cloud 148

Cloud Fractional CTO Microservices Software Review 148

Perficient

DECEMBER 30, 2024

By automating the testing and deployment of Lambda functions, teams can focus on building features and improving the application rather than managing infrastructure and deployment logistics. This integration enhances efficiency and reliability, ensuring rapid and consistent updates to serverless applications.

Lambda 52

Lambda AWS Cloud DevOps 52

RapidValue

JANUARY 5, 2020

One such service is their serverless computing service , AWS Lambda. For the uninitiated, Lambda is an event-driven serverless computing platform that lets you run code without managing or provisioning servers and involves zero administration. What makes AWS Lambda, the most sought after serverless framework ? You may ask.

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Lambda Serverless AWS Architecture 61

Cloudera

SEPTEMBER 30, 2022

With DFF, users now have the choice of deploying NiFi flows not only as long-running auto scaling Kubernetes clusters but also as functions on cloud providers’ serverless compute services including AWS Lambda, Azure Functions, and Google Cloud Functions. build high performant, scalable web applications across multiple data centers).

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Xebia

MAY 14, 2024

In August 2021, I was accepted to test and provide feedback on what was referred to as ‘Azure Worker Apps’, another Azure service Microsoft was developing to run containers. This supports rollback scenarios and traffic splitting between different versions of your app for canary deployments or A/B testing.

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Azure Microservices Serverless Software Review 130

OTS Solutions

SEPTEMBER 5, 2023

Security is supposed to be part of the automated testing and should be built into the continuous integration and deployment processes. Automated performance testing Another important factor to think about when it comes to being a competent mobile app developer is automated performance testing.

DevOps 130

DevOps Cloud Software Review Weak Development Team 130

Stackery

JULY 1, 2020

Information security & serverless applications. Relational databases like Aurora Serverless are an example of this. Further, each stateful connection adds overhead and limits the scalability of databases. Information security (infosec) is a broad field. Its practitioners behave more like artists than engineers.

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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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AWS Generative AI Linux Groups 131

CircleCI

MARCH 30, 2020

For our customers using Google Cloud Platform (GCP), we have just released a suite of integrations to help users enable fully supported end-to-end testing. We designed these integrations with speed, flexibility, security, and scalability in mind, to help support teams with a variety of use-cases. Google Cloud GCR. Google Cloud Run.

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Google Cloud Scalability Cloud Serverless 59

CIO

DECEMBER 22, 2023

Skills: Relevant skills for a DevOps engineer include automation, Linux, QA testing, security, containerization, and knowledge of programming languages such as Java and Ruby. Role growth: 21% of companies have added DevOps engineer roles as part of their cloud investments.

Cloud 195

Cloud Company Disaster Recovery Software Engineering 195

Kaseya

AUGUST 7, 2020

Switch to Serverless Computing. Serverless computing is a more recent development that offers an array of potential benefits ranging from cost savings and easier scalability, to faster deployment of new applications. With serverless computing, you ‘pay as you use’ for backend services. Move from VMs to Containerization.

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Infrastructure Serverless Hardware Budget 128

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions. Where does serverless come from?

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Serverless Azure AWS Architecture 68

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. We use this data and ACLs to test permissions-based access to the embeddings in a RAG scenario with Amazon Bedrock.

Generative AI 91

Generative AI AWS Applications Serverless 91

Mobilunity

DECEMBER 26, 2024

In the current digital environment, migration to the cloud has emerged as an essential tactic for companies aiming to boost scalability, enhance operational efficiency, and reinforce resilience. Our checklist guides you through each phase, helping you build a secure, scalable, and efficient cloud environment for long-term success.

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