AWS Machine Learning - AI

MARCH 20, 2025

Companies of all sizes face mounting pressure to operate efficiently as they manage growing volumes of data, systems, and customer interactions. The chat agent bridges complex information systems and user-friendly communication. Update the due date for a JIRA ticket. Review and choose Create project to confirm.

Generative AI 99

Generative AI Systems Review System Lambda 99

Xebia

JANUARY 17, 2024

Rotating secrets is a critical element to your security posture that, when done manually, is often overlooked due to it being a more and more tedious and complex process as the company and secrets grow. In order to translate this into our serverless function we will need to do this process via code.

Serverless 130

Serverless Technical Review Software Review AWS 130

OverOps

JUNE 11, 2019

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. Their focus is not only on the individual microservices, but on the system as a whole.

Microservices 236

Microservices Architecture Technical Review Development Team Review 236

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

Apiumhub

DECEMBER 9, 2024

Azure Synapse Analytics is Microsofts end-to-give-up information analytics platform that combines massive statistics and facts warehousing abilities, permitting advanced records processing, visualization, and system mastering. We may also review security advantages, key use instances, and high-quality practices to comply with.

Azure 89

Azure Analytics Storage Artificial Inteligence 89

AWS Machine Learning - AI

OCTOBER 29, 2024

Use case overview The organization in this scenario has noticed that during customer calls, some actions often get skipped due to the complexity of the discussions, and that there might be potential to centralize customer data to better understand how to improve customer interactions in the long run.

Generative AI 105

Generative AI Video Engineering Artificial Inteligence 105

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 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. Monitoring – Monitors system performance and user activity to maintain operational reliability and efficiency.

Knowledge Base 92

Knowledge Base Generative AI Technical Review Lambda 92

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. AWS, GCP, Azure, they will not patch your systems for you, and they will not design your user access.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

CIO

AUGUST 1, 2022

Coleman says Lilly Translate started as a passion project by a curious software engineer who had an idea for addressing a pain point of the Lilly Regulatory Affairs system portfolio: Business partners continually experienced delays and friction in translation services. Passion project pays off.

Technical Review 193

Technical Review Development Team Review Pharmaceuticals Software Review 193

AWS Machine Learning - AI

MAY 17, 2024

This involves building a human-in-the-loop process where humans play an active role in decision making alongside the AI system. Example overview To illustrate this example, consider a retail company that allows purchasers to post product reviews on their website. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 131

Generative AI Artificial Inteligence Systems Review Software Review 131

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 92

AWS Generative AI Technical Review Artificial Inteligence 92

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

NOVEMBER 22, 2024

Using Amazon Bedrock, you can easily experiment with and evaluate top FMs for your use case, privately customize them with your data using techniques such as fine-tuning and Retrieval Augmented Generation (RAG), and build agents that execute tasks using your enterprise systems and data sources.

Generative AI 81

Generative AI AWS Technical Review Backup 81

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. ” Time will tell.

Serverless 179

Serverless Systems Review Storage Technical Review 179

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

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 118

Generative AI Software Review Cloud AWS 118

AWS Machine Learning - AI

APRIL 3, 2024

Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. We use Amazon OpenSearch Serverless as a vector database for storing embeddings generated by the Amazon Titan Multimodal Embeddings model.

Serverless 119

Serverless Artificial Inteligence Engineering Generative AI 119

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 122

Lambda Enterprise Automotive Knowledge Base 122

Tenable

AUGUST 30, 2024

And get the latest on AI-system inventories, the APT29 nation-state attacker and digital identity security! Most schools faced astronomical recovery costs as they tried to restore computers, recover data, and shore up their systems to prevent future attacks,” reads a Comparitech blog about the research published this week.

Security 71

Security Systems Review Software Review Technical Review 71

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

O'Reilly Media - Ideas

JANUARY 22, 2019

From artificial intelligence to serverless to Kubernetes, here’s what on our radar. If your job or business relies on systems engineering and operations, be sure to keep an eye on the following trends in the months ahead. Artificial intelligence for IT operations (AIOps) will allow for improved software delivery pipelines in 2019.

Systems Review 99

Systems Review Trends Engineering System 99

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. The language should also ensure robust security, integration with other systems and tools, and adoption of future industry trends.

Software Review 40

Software Review Software Development Software Development 40

Xebia

MAY 21, 2024

This involves updating existing systems to take advantage of modern cloud-native architectures, technologies, and best practices, which always follow the six Pillars of AWS Well Architecture Framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 130

AWS Strategy Serverless Microservices 130

CIO

JANUARY 16, 2023

based IT team can focus on building business value using a plethora of AWS services, including Amazon Aurora, Amazon SageMaker, Amazon Elastic Kubernetes, as well as other SaaS tools such as Automation Anywhere and IDeaS for the cloud-based revenue management system Choice built called Choice Max, also on AWS.

Hotels 217

Hotels Sustainability Cloud Data Center 217

Apiumhub

FEBRUARY 4, 2021

Infrastructure as Code. Infrastructure as code has become more than automation, it has become essential in DevOps. We have written a post about Infrastructure as Code , explaining it, you may find it here. It provides a declarative way to define and configure software systems. DevOps trends. DevOps automation.

DevOps 123

DevOps Trends Software Review Fractional CTO 123

CIO

MARCH 17, 2023

Organizations have been transitioning away from legacy, monolithic platforms as these decades-old IT systems bog down management, flexibility, and agility with their tightly entangled components. Platform development includes design, coding, testing, securing, and deploying. No platform is a fire-and-forget type of affair.

Applications 179

Applications Weak Development Team Software Review Agile 179

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 64

Cloud Google Cloud Serverless Software Review 64

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 106

Generative AI AWS Enterprise Artificial Inteligence 106

Honeycomb

OCTOBER 1, 2022

Towards the end, I wrote: The reality is that jack-of-all-trades systems infrastructure jobs are slowly vanishing: the world doesn’t need thousands of people who can expertly tune postfix, SpamAssassin, and ClamAV—the world has Gmail. (…) Building infrastructure and operational expertise used to be bundled together into a single role.

Engineering 145

Engineering Software Review Software Engineering DevOps 145

AWS Machine Learning - AI

NOVEMBER 22, 2023

RAG is a framework for improving the quality of text generation by combining an LLM with an information retrieval (IR) system. The LLM generated text, and the IR system retrieves relevant information from a knowledge base. An OpenSearch Serverless collection. A SageMaker execution role with access to OpenSearch Serverless.

Artificial Inteligence 113

Artificial Inteligence Serverless Engineering Machine Learning 113

Accenture

APRIL 10, 2019

Not automating software delivery, testing, operations. To realize the benefits of microservices make sure to automate software delivery, testing, and operations. Or, when you can, avoid it altogether and go serverless! To achieve high quality, exercise “technical excellence” when developing software: unit testing, TDD, BDD, etc.

Microservices 81

Microservices Technical Review Software Review Systems Review 81

CircleCI

MAY 7, 2020

How do we design our systems in a manner that can adapt and change to things that don’t even exist when we start building it? I would posit that this type of description creates a false sense of finality that doesn’t actually exist in most real-world systems. Design architecture to solve problems.

Architecture 131

Architecture Software Review Software Technical Review 131

Codegiant

JULY 18, 2020

The Complete Review [2020] I’ve created this “BitBucket vs GitHub” content piece to help you make a better decision when picking between the two. billion at the beginning of June 2018, a lot of software developers criticized the upcoming acquisition. Microsoft, in the early 2000s, was known as not a big fan of open source software.

Software Review 59

Software Review Technical Review Systems Review UI/UX 59

AWS Machine Learning - AI

MAY 30, 2024

Vitech is a global provider of cloud-centered benefit and investment administration software. With Bedrock’s serverless experience, one can get started quickly, privately customize FMs with their own data, and easily integrate and deploy them into applications using the AWS tools without having to manage any infrastructure.

Artificial Inteligence 122

Artificial Inteligence Technical Review Development Team Review Software Review 122

AWS Machine Learning - AI

FEBRUARY 11, 2025

Amazon Q Business , a new generative AI-powered assistant, can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in an enterprises systems. The workflow includes the following steps: Macie reviews the data store S3 bucket for sensitive information before being ingested.

Knowledge Base 84

Knowledge Base Lambda Enterprise AWS 84

James Shore

MAY 31, 2021

To share your thoughts, join the AoAD2 open review mailing list. Evolutionary System Architecture. What about your system architecture? By system architecture, I mean all the components that make up your deployed system. When you do, you get evolutionary system architecture. Your feedback is appreciated!

System Architecture 94

System Architecture Architecture Systems Review System 94