AWS Machine Learning - AI

SEPTEMBER 20, 2024

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. The Lambda function retrieves the API secrets securely from Secrets Manager, calls the appropriate search API, and processes the results.

Generative AI 105

Generative AI Lambda Applications AWS 105

AWS Machine Learning - AI

DECEMBER 6, 2023

Then we introduce you to a more versatile architecture that overcomes these limitations. We also present a more versatile architecture that overcomes these limitations. In practice, we implemented this solution as outlined in the following detailed architecture. Parse the JSON output and validate the LLM extraction.

Artificial Inteligence 125

Artificial Inteligence Analytics Knowledge Base Lambda 125

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. He has touched on most aspects of these projects, from infrastructure and DevOps to software development and AI/ML.

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

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. Scalable serverless architectures using event-driven design API304.

Serverless 13

Serverless Lambda AWS Microservices 13

O'Reilly Media - Ideas

MAY 19, 2020

. • More than one-third have adopted site reliability engineering (SRE); slightly less have developed production AI services. Software engineers represent the largest cohort, comprising almost 20% of all respondents (see Figure 1 ). For this audience, SRE’s future is brighter than AI’s, however. Respondent Demographics.

Cloud 144

Cloud Microservices Serverless Survey 144

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. First, a little background on AWS Lambda and how the charge structure works there.

AWS 52

AWS Lambda Architecture Comparison 52

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

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. Fast forward a few months.

Serverless 12

Serverless Software Review Technical Review Lambda 12

AWS Machine Learning - AI

MARCH 27, 2024

In software engineering, there is a direct correlation between team performance and building robust, stable applications. Trigger the KPI email process via AWS Lambda : The HTML-formatted email is extracted from Amazon S3 and added to the body of the email. The email is sent to subscribers.

DevOps 114

DevOps Enterprise Artificial Inteligence Generative AI 114

Stackery

SEPTEMBER 30, 2019

If you have tickets to attend ServerlessConf, then you’re already pumped to hear about the creativity and focus serverless architecture unlocks for the presenters and attendees alike! Speakers: Farrah Campbell , Ecosystems Director @ Stackery & Danielle Heberling , Software Engineer @ Stackery. Sign us up.

Serverless 9

Serverless Lambda Insurance AWS 9

Stackery

JULY 3, 2019

WebSockets aren’t new, but a new serverless architecture is now possible with Amazon API Gateway integrations. Cloud Software Engineer, Cloudreach. Wild Rydes: Build a full-stack serverless ride-sharing app with Lambda. Scalable serverless architectures using event-driven design. Paul Chin Jr. Paul Chin Jr.

Serverless 40

Serverless AWS Lambda Software Review 40

Apiumhub

AUGUST 29, 2023

Welcome to the third and last part of our Talks With Software Development Experts series. As we have mentioned before, this initiative is a section where we interview software engineers and industry experts to learn more about their professions, efforts, hobbies, and perspectives on a variety of tech-related issues.

Software Development 81

Software Development Weak Development Team Software Development 81

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. They might work with product teams to understand how architecture choices impact COGS. 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

Capgemini

APRIL 20, 2022

Capgemini’s Digital Cloud Platform (DCP) for Restaurants is a high-velocity software engine that enables rapid innovation for restaurant businesses. Solution architecture. The following architecture diagram provides a high-level outline of key services used in DCP. Figure 6 – DCP architecture on AWS.

Cloud 52

Cloud AWS Microservices Architecture 52

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.

Data 51

Data How To Lambda AWS 51

Honeycomb

SEPTEMBER 29, 2020

With Honeycomb, the engineering team at IMO was able to find hidden architectural issues that were previously obscured in their logs. Staff Software Engineer at IMO, contributed this guest blog detailing the journey. Michael Ericksen, Sr. The germ of the idea was simple: Write structured logs to stdout. Conclusion.

AWS 52

AWS Software Review CTO Coach Fractional CTO 52

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. To invoke a Lambda function locally with Serverless Framework : serverless invoke local --function functionName.

Serverless 40

Serverless Testing Software Review Lambda 40

Apiumhub

SEPTEMBER 10, 2023

In a serverless architecture, our cloud provider spins up new instances of a server whenever a request is received. Like with most aspects of software engineering, whether to go serverless is a sensible idea depends on your circumstances. Indeed, every request gets its own server. Let’s address this point now.

Serverless 101

Serverless .Net Architecture AWS 101

Stackery

SEPTEMBER 16, 2019

A common pattern in serverless architecture is to have a queue before a function. I wanted to set up this type of architecture in a new stack using Stackery and decided to take a look around the internet for inspiration on different patterns and ideas on how to go about it. Happy path. Let’s start out with our happy path flow.

Software Review 15

Software Review Serverless AWS Architecture 15

Abhishek Tiwari

NOVEMBER 3, 2018

When it comes to innovation, most of CMS solutions are constrained by their legacy architecture (read strong coupling between content management and content presentation) which makes it difficult to serve content to new types of emerging channels such as apps and devices.

Systems Review 63

Systems Review System Microservices Software Review 63

AWS Machine Learning - AI

NOVEMBER 20, 2024

Solution overview The solution presented in this post responds automatically to email inquiries using the following solution architecture. Amazon S3 invokes an AWS Lambda function to synchronize the data source with the knowledge base. The Lambda function starts data ingestion by calling the StartIngestionJob API function.

Knowledge Base 109

Knowledge Base Lambda Artificial Inteligence AWS 109

AWS Machine Learning - AI

APRIL 3, 2025

The following diagram illustrates the high-level architecture of the account plans draft assistant. AWS Lambda : Supports two use cases: The async resolver Lambda function interfaces with the front-end client CRM and orchestrates async job IDs for the client to poll.

Generative AI 98

Generative AI AWS Knowledge Base Lambda 98

AWS Machine Learning - AI

MARCH 31, 2025

Consider a software development use case AI agents can generate, evaluate, and improve code, shifting software engineers focus from routine coding to more complex design challenges. The following diagram illustrates the solution architecture. The following diagram illustrates the solution architecture.

Systems Review 139

Systems Review System Artificial Inteligence Software Review 139

AWS Machine Learning - AI

DECEMBER 26, 2024

The largest value will be added across four areas: customer operations, marketing and sales, software engineering, and R&D. He has more than 20 years of experience in software engineering, product management, product marketing, business development, and solution architecture. trillion to $4.4

Generative AI 141

Generative AI AWS Artificial Inteligence Applications 141

AWS Machine Learning - AI

NOVEMBER 21, 2024

Architecture overview Because of the need to provide access to proprietary information, it was decided early that the prototype would use RAG. The architecture is centered around a native AWS serverless backend, which ensures minimal maintenance and high availability together with fast development. b64encode(contents).decode('utf-8')

AWS 74

AWS Lambda Generative AI Artificial Inteligence 74

O'Reilly Media - Ideas

NOVEMBER 26, 2024

Examples of these skills are artificial intelligence (prompt engineering, GPT, and PyTorch), cloud (Amazon EC2, AWS Lambda, and Microsoft’s Azure AZ-900 certification), Rust, and MLOps. A higher completion rate could indicate that the course teaches an emerging skill that is required in industry.

Education 111

Education Security Artificial Inteligence Weak Development Team 111