AWS Machine Learning - AI

MARCH 7, 2025

An AWS Batch job reads these documents, chunks them into smaller slices, then creates embeddings of the text chunks using the Amazon Titan Text Embeddings model through Amazon Bedrock and stores them in an Amazon OpenSearch Service vector database. Ryan Doty is a Solutions Architect Manager at AWS, based out of New York.

Generative AI 89

Generative AI Technical Review Insurance Policies 89

AWS Machine Learning - AI

APRIL 11, 2024

An Amazon S3 object notification event invokes the embedding AWS Lambda function. The Lambda function reads the document image and translates the image into embeddings by calling Amazon Bedrock and using the Amazon Titan Multimodal Embeddings model. The classification Lambda function receives the Amazon S3 object notification.

Artificial Inteligence 127

Artificial Inteligence Lambda AWS Machine Learning 127

AWS Machine Learning - AI

SEPTEMBER 20, 2024

Infrastructure as code – You can use AWS CloudFormation or the AWS Cloud Development Kit (AWS CDK) to deploy and manage Amazon Bedrock agents. If required, the agent invokes one of two Lambda functions to perform a web search: SerpAPI for up-to-date events or Tavily AI for web research-heavy questions.

Generative AI 105

Generative AI Lambda Applications AWS 105

AWS Machine Learning - AI

MARCH 5, 2025

By segment, North America revenue increased 12% Y oY from $316B to $353B, International revenue grew 11% Y oY from$118B to $131B, and AWS revenue increased 13% Y oY from $80B to $91B. The template is compatible with and can be modified for other LLMs, such as LLMs hosted on Amazon Sagemaker Jumpstart and self-hosted on AWS infrastructure.

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Generative AI Systems Review Software Review Artificial Inteligence 75

Honeycomb

DECEMBER 12, 2019

Enter AWS Lambda. Amazon’s marketing of Lambda focuses on its use cases for data pipelines and as the basis of serverless API backends, but doesn’t dwell on what the service actually is: CPUs on demand, sold in 100ms increments. This all happens concurrently, sometimes involving thousands of simultaneous Lambda jobs.

Lambda 86

Lambda Storage Serverless Performance 86

The Agile Monkey

JUNE 7, 2019

Catalog view We believe that developing a serverless application should be easier, but until it is, we want to put in our 2 cents by showing that a fully serverless web application can be developed using just a few AWS services. Moreover, we enforced HTTPS and caching through AWS CloudFront , a cloud-based Content Delivery Network.

Serverless 75

Serverless Lambda AWS Software Review 75

Honeycomb

JUNE 28, 2022

Honeycomb uses AWS Lambda as a core part of our query execution architecture; Lambda’s ability to quickly allocate lots of resources and charge us only for use is invaluable to keeping Honeycomb fast and affordable. AWS Lambda pricing. The duration of the Lambda invocation, in milliseconds. Instrumentation.

AWS 52

AWS Lambda Architecture Comparison 52

Stackery

MARCH 4, 2020

Sara Gerion , a backend software engineer at DAZN, talked about “Failure Modes in AWS Serverless”. Some of these involve the restrictions AWS puts on Lambda executions, but she also pointed out a phone-book-length page on the DynamoDB docs covering ‘error handling’. How Serverless Can Fail.

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Serverless Lambda AWS Software Engineering 76

Altexsoft

APRIL 27, 2023

Atlanta, GA — April 27, 2023 — AltexSoft, a Travel & Hospitality Technology Consulting company, received AWS Select Tier Partnership as a service delivery firm. This allows businesses looking for software engineering services to find a technology partner that employs corresponding tech professionals.

AWS 52

AWS Travel Lambda Software Engineering 52

Stackery

AUGUST 15, 2019

Software engineering is a skilled task; those who obtain the experience and credentials necessary to become engineers know this, as do their employers. Anyone who has written software used by a decent number of people knows how daunting this task is. Confidence matters just as much as ability.

Software Engineering 49

Software Engineering Engineering Software Serverless 49

AWS Machine Learning - AI

DECEMBER 6, 2023

Deploy the solution To install this solution in your AWS account, complete the following steps: Clone the repository on GitHub. Install the backend AWS Cloud Development Kit (AWS CDK) app : Open the backend folder. If you have never used the AWS CDK in the current account and Region, run bootstrapping with npx cdk bootstrap.

Artificial Inteligence 125

Artificial Inteligence Analytics Knowledge Base Lambda 125

AWS Machine Learning - AI

MARCH 27, 2024

In software engineering, there is a direct correlation between team performance and building robust, stable applications. This blog post discusses how BMC Software added AWS Generative AI capabilities to its product BMC AMI zAdviser Enterprise.

DevOps 114

DevOps Enterprise Artificial Inteligence KPI 114

Stackery

OCTOBER 14, 2019

With AWS Lambda as one of the top technology keywords for this year’s event, there are many sessions to sift through – Here are some of my favorites. Danielle Heberling - Software Engineer at Stackery. Building microservices with AWS Lambda SVS343-R. Farrah Campbell - Ecosystems Manager at Stackery.

Serverless 13

Serverless Lambda AWS Microservices 13

Stackery

JULY 3, 2019

The AWS Web Summit New York is next week! Cloud Software Engineer, Cloudreach. Wild Rydes: Build a full-stack serverless ride-sharing app with Lambda. Introducing Wild Rydes, a new, innovative unicorn transportation service using AWS Lambda, AWS Step Functions, Amazon DynamoDB, Amazon API Gateway, and Amazon Kinesis.

Serverless 40

Serverless AWS Lambda Software Review 40

Honeycomb

NOVEMBER 10, 2021

The Linux version we were using had a bug causing EXT4 file system corruptions and crashes on our retriever instances (our main column store and query engine). . Terraform deleted one of our Lambda deploy artifacts for no known reason. We are moving services to containers running in EKS.

Systems Review 141

Systems Review Software Review Lambda Metrics 141

AWS Machine Learning - AI

NOVEMBER 22, 2023

You’ll need access to an AWS account with an access key or AWS Identity and Access Management (IAM) role with permissions to Amazon Bedrock and Amazon Location. You may need to run aws configure --profile and set a default Region; this application was tested using us-east-1. aws:/root/.aws

Generative AI 116

Generative AI Artificial Inteligence AWS Meeting 116

Existek

JANUARY 11, 2022

We suggest drawing a detailed comparison of Azure vs AWS to answer these questions. Azure vs AWS market share. What is Amazon AWS used for? Azure vs AWS features. Azure vs AWS comparison: other practical aspects. Azure vs AWS comparison: other practical aspects. Azure vs AWS: which is better?

Azure 52

Azure AWS Cloud How To 52

Stackery

DECEMBER 23, 2019

I’d escalate the issue to a software engineer that had the access and expertise to directly fix their issue and/or add their desired feature in the code. For this reason, I quit my day job and attended a code school to become a software engineer. My Engineering Journey Begins. What’s next for serverless?

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Serverless Software Review Technical Review Lambda 12

O'Reilly Media - Ideas

MAY 19, 2020

AWS is far and away the cloud leader, followed by Azure (at more than half of share) and Google Cloud. But most Azure and GCP users also use AWS; the reverse isn’t necessarily true. More than one-third have adopted site reliability engineering (SRE); slightly less have developed production AI services. . Serverless Stagnant.

Cloud 144

Cloud Microservices Serverless Survey 144

Stackery

JULY 29, 2019

They’ll prepare you to build production-ready serverless applications with the best practices of AWS top-of-mind. We’ve lined some great instructors from both AWS and Stackery: AM Grobelny. Allen-Michael (“AM”) Grobelny is a Startup Solutions Partner at Amazon Web Services (AWS) where he was previously a Senior Technical Evangelist.

Serverless 11

Serverless AWS Lambda Engineering 11

Honeycomb

NOVEMBER 6, 2018

This is a guest post from Salih Kardan, Software Engineer @Thundra and Committer at Apache, formerly SRE @Opsgenie. He specializes in managing AWS services and loves to improve monitoring and observability of systems. What is Thundra? How Did We Integrate With Honeycomb? The rest is handled by Honeytail.

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Serverless Lambda AWS Metrics 45

Stackery

SEPTEMBER 30, 2019

Speakers: Farrah Campbell , Ecosystems Director @ Stackery & Danielle Heberling , Software Engineer @ Stackery. Speaker: Tory Adams , Fullstack Engineer @ Sightbox. Here’s where you’ll find Stackery on the agenda (and why you should care!): Leveling Up in Serverless.

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Serverless Lambda Insurance AWS 9

LeanEssays

JULY 14, 2019

He describes “some surprising theories about software engineering”: I discuss these theories in terms of two fundamentally different development styles, the "cathedral" model of most of the commercial world versus the "bazaar" model of the Linux world. If you give software engineers manual work, their first instinct is to automate it.

Software Review 91

Software Review Software Engineering Weak Development Team Continuous Delivery 91

Honeycomb

OCTOBER 31, 2022

There’s a whole class of things you just don’t have to think about if, say, your system is running on lambdas. Doing platform right is something that can get you on the main stage of AWS re:Invent. It’s just that more of those abstraction layers are provided by vendors these days. Vendors vs. internal platform teams.

DevOps 75

DevOps Lambda Engineering AWS 75

Honeycomb

SEPTEMBER 29, 2020

By introducing tracing into their.NET application stack in AWS, they were able to generate new insights that unlocked reliability and efficiency gains. Staff Software Engineer at IMO, contributed this guest blog detailing the journey. The graphs show a significant performance increase when using the AWS CLI.

AWS 52

AWS Software Review CTO Coach Fractional CTO 52

Stacks on Stacks

NOVEMBER 13, 2018

Every engineering manager should have a ratio in their head of work hours spent in their organization on software engineering vs other related tasks (ops, QA, product management, etc…). In November 2014 Amazon Web Services announced AWS Lambda. Because there were no major missteps, this was nobody’s fault.

Infrastructure 40

Infrastructure Lambda Serverless Software Engineering 40

Capgemini

APRIL 20, 2022

Capgemini is an AWS Premier Tier Services Partner and Managed Service Provider (MSP) with a multicultural team of 325,000 people in nearly 55 countries. Capgemini has more than 12,000 AWS accreditations and over 4,900 active AWS Certifications. Figure 6 – DCP architecture on AWS. Solution overview.

Cloud 52

Cloud AWS Microservices Architecture 52

Stackery

MARCH 1, 2020

It’s always interesting how many of my “soft” skills from past jobs and experiences have wound up being incredibly relevant and transferable to my software engineering career. After graduating with a certificate in full-stack JavaScript development, I got my first engineering job. My Background. Enter serverless.

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Serverless Technical Review Software Review AWS 59

Gorilla Logic

NOVEMBER 6, 2019

As software engineers we tend to like green field development— the process of starting from scratch without reusing existing code—because it allows us to start fresh with new sets of technologies and proper architectures that are more closely tied to the requirements of the business. You could use debezium connector to do that.

Data 51

Data How To Lambda AWS 51

OpenCredo

FEBRUARY 11, 2022

All the major cloud providers now have a serverless computing offer as part of their services portfolio: Amazon Web Services has Lambda, Microsoft Azure has Azure Functions, and Google Cloud has Cloud Functions. and the AWS framework Serverless Application Model (SAM) for example. Cost of Change. Local/CI Testing. Offline Services.

Serverless 40

Serverless Testing Software Review Lambda 40

Wolk Software Engineering

JULY 29, 2018

Amazon launched AWS in 2006 and Microsoft launched Azure in 2010. We also have some serverless technologies like AWS Lambda y Azure functions and some managed distributed databases like Azure Cosmo DB. AWS, Microsoft, and Google are all betting hard into AI. Infrastructure will no longer be a concern.

Web Development 59

Web Development Development IoT Serverless 59

Stacks on Stacks

DECEMBER 13, 2018

My career as a software engineer started in 2007 at Purdue University. It’s these higher order abstractions that help engineering teams realize pivotal business results. The main drivers of software-engineering productivity are the abstractions used to reach development goals. This is where Stackery comes in.

Infrastructure 40

Infrastructure Cloud Serverless Linux 40

Honeycomb

AUGUST 18, 2020

8/3 – Query engine lambda startup failures : A code change was merged that prevented the lambda-based portion of our query engine from starting. This is the portion of our query engine that runs queries against S3-based storage — typically older data.

Software Review 59

Software Review Systems Review Engineering Storage 59

Stacks on Stacks

DECEMBER 20, 2018

Over the last couple of weeks, we’ve prioritized some sustaining product goals to polish the codebase and update some big ticket dependencies. Among those updates were: React, Redux, and Webpack ?—?the the biggies. The first two were pretty painless and inspired the confidence to approach updating Webpack from v2 to v4 like maybe no big deal!

Software Review 40

Software Review Comparison Sustainability Development 40

Apiumhub

SEPTEMBER 10, 2023

Like with most aspects of software engineering, whether to go serverless is a sensible idea depends on your circumstances. Workarounds do exist, like AWS API gateway, but there are limitations, for example, a 2-hour connection duration. Introduction to Serverless with AWS Lambda in C#, NDC London 2023. AWS (2023).

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Serverless .Net Architecture AWS 101

Honeycomb

OCTOBER 29, 2020

Have you seen Lambda: A Serverless Musical ? Because of that, a great sort is now happening between software engineering, infrastructure operations, and core business value. Infrastructure is software support. If you ship software, you have operations work that needs to be done. If not, you really have to.

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Serverless Weak Development Team Software Engineering Engineering 67

Stackery

SEPTEMBER 16, 2019

This post is meant to serve as a nice example for folks like me who want to do this on AWS and haven’t found many examples. I’ve set up a stack that consists of an SNS topic > SQS queue > Lambda function. Sub ${AWS::StackName}-Queue RedrivePolicy: deadLetterTargetArn: !GetAtt Happy path.

Software Review 15

Software Review Serverless AWS Architecture 15