CIO

MARCH 26, 2025

For example, a business that depends on the SAP platform could move older, on-prem SAP applications to modern HANA-based Cloud ERP and migrate other integrated applications to SAP RISE (a platform that provides access to most core AI-enabled SAP solutions via a fully managed cloud hosting architecture).

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Backup Weak Development Team Applications System 181

Xebia

APRIL 15, 2025

Scalable Onboarding: Easing New Members into a Scala Codebase Piotr Zawia-Niedwiecki In this talk, Piotr Zawia-Niedwiecki, a senior AI engineer, shares insights from his experience onboarding over ten university graduates, focusing on the challenges and strategies to make the transition smoother. These concepts are rarely well-documented.

Architecture 130

Architecture Study Strategy Course 130

CIO

DECEMBER 30, 2024

For example, the previous best model, GPT-4o, could only solve 13% of the problems on the International Mathematics Olympiad, while the new reasoning model solved 83%. Take for example the use of AI in deciding whether to approve a loan, a medical procedure, pay an insurance claim or make employment recommendations.

Fractional CTO 212

Fractional CTO Software Development CTO Coach Architecture 212

CIO

APRIL 2, 2025

And third, systems consolidation and modernization focuses on building a cloud-based, scalable infrastructure for integration speed, security, flexibility, and growth. What are some examples of this strategy in action?

Innovation 152

Innovation ChatGPT Education Coaching 152

CIO

DECEMBER 5, 2024

Take, for example, a recent case with one of our clients. When evaluating options, prioritize platforms that facilitate data democratization through low-code or no-code architectures. The ideal solution should be scalable and flexible, capable of evolving alongside your organization’s needs.

Enterprise 158

Enterprise Data Insurance Business Intelligence 158

Xebia

APRIL 17, 2025

Native Multi-Agent Architecture: Build scalable applications by composing specialized agents in a hierarchy. Take a look at the Agent Garden for some examples! I saw its scalability in action on stage and was impressed by how easily you can adapt your pandas import code to allow BigQuery engine to do the analysis.

Google Cloud 130

Google Cloud Artificial Inteligence Cloud Video 130

Dzone - DevOps

APRIL 9, 2025

When combined with the transformative capabilities of artificial intelligence (AI) and machine learning (ML), serverless architectures become a powerhouse for creating intelligent, scalable, and cost-efficient solutions. Why Combine AI, ML, and Serverless Computing?

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Serverless Artificial Inteligence Scalability AWS 52

Hacker Earth Developers Blog

DECEMBER 4, 2024

Below are some of the key challenges, with examples to illustrate their real-world implications: 1. Example: During an interview, a candidate may confidently explain their role in resolving a team conflict. Example: A candidate may claim to have excellent teamwork skills but might have been the sole decision-maker in previous roles.

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Recruiting Technical Review Software Review Exercises 130

CIO

MARCH 26, 2025

He says, My role evolved beyond IT when leadership recognized that platform scalability, AI-driven matchmaking, personalized recommendations, and data-driven insights were crucial for business success. A high-performing database architecture can significantly improve user retention and lead generation.

Real Estate 155

Real Estate Leadership Study Technology 155

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. 8B ) and DeepSeek-R1-Distill-Llama-70B (from base model Llama-3.3-70B-Instruct

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Generative AI Artificial Inteligence AWS Technical Review 116

Perficient

AUGUST 6, 2024

Understanding Microservices Architecture: Benefits and Challenges Explained Microservices architecture is a transformative approach in backend development that has gained immense popularity in recent years. What is Monolithic Architecture? This flexibility allows for efficient resource management and cost savings.

Microservices 103

Microservices Architecture eCommerce Authentication 103

AWS Machine Learning - AI

OCTOBER 29, 2024

We walk through the key components and services needed to build the end-to-end architecture, offering example code snippets and explanations for each critical element that help achieve the core functionality. Solution overview The following diagram illustrates the pipeline for the video insights and summarization engine.

Generative AI 98

Generative AI Video Engineering Artificial Inteligence 98

Cloudera

JANUARY 7, 2025

Leveraging Clouderas hybrid architecture, the organization optimized operational efficiency for diverse workloads, providing secure and compliant operations across jurisdictions while improving response times for public health initiatives. Scalability: Choose platforms that can dynamically scale to meet fluctuating workload demands.

Cloud 82

Cloud Data Scalability Compliance 82

Hacker Earth Developers Blog

DECEMBER 25, 2024

For example, you can simulate real-world scenarios through coding challenges to assess how candidates tackle complex problems under time constraints. For instance, assigning a project that involves designing a scalable database architecture can reveal a candidates technical depth and strategic thinking.

Technical Review 130

Technical Review Software Review Leadership Metrics 130

AWS Machine Learning - AI

MARCH 13, 2025

This post will discuss agentic AI driven architecture and ways of implementing. Agentic AI architecture Agentic AI architecture is a shift in process automation through autonomous agents towards the capabilities of AI, with the purpose of imitating cognitive abilities and enhancing the actions of traditional autonomous agents.

Artificial Inteligence 84

Artificial Inteligence Lambda Travel Generative AI 84

AWS Machine Learning - AI

APRIL 9, 2025

For example, a marketing content creation application might need to perform task types such as text generation, text summarization, sentiment analysis, and information extraction as part of producing high-quality, personalized content. An example is a virtual assistant for enterprise business operations.

Artificial Inteligence 108

Artificial Inteligence Generative AI AWS Applications 108

CIO

MAY 30, 2024

As enterprises increasingly embrace serverless computing to build event-driven, scalable applications, the need for robust architectural patterns and operational best practices has become paramount. Enterprises and SMEs, all share a common objective for their cloud infra – reduced operational workloads and achieve greater scalability.

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Serverless Cloud Scalability Architecture 174

Xebia

DECEMBER 16, 2024

Initially, our industry relied on monolithic architectures, where the entire application was a single, simple, cohesive unit. Ever increasing complexity To overcome these limitations, we transitioned to Service-Oriented Architecture (SOA). SOA decomposed applications into smaller, independent services that communicated over a network.

Software Development 130

Software Development Software Cloud Development 130

CIO

APRIL 16, 2025

Digital tools are the lifeblood of todays enterprises, but the complexity of hybrid cloud architectures, involving thousands of containers, microservices and applications, frustratesoperational leaders trying to optimize business outcomes. A single view of all operations on premises and in the cloud.

Artificial Inteligence 88

Artificial Inteligence Artificial Intelligence Analysis Banking 88

AWS Machine Learning - AI

NOVEMBER 1, 2024

Without a scalable approach to controlling costs, organizations risk unbudgeted usage and cost overruns. This scalable, programmatic approach eliminates inefficient manual processes, reduces the risk of excess spending, and ensures that critical applications receive priority.

Generative AI 126

Generative AI AWS Artificial Inteligence Budget 126

TechCrunch

FEBRUARY 6, 2023

You either need: Experienced developers to maintain architectural integrity, maintainability and licensing considerations, or A cloud platform built to adapt to the changing landscape and build, migrate and manage cloud applications. Until you get those, here are some best practices for getting started.

Infrastructure 246

Infrastructure Cloud Minimum Viable Product Weak Development Team 246

AWS Machine Learning - AI

NOVEMBER 15, 2024

Generative AI models (for example, Amazon Titan) hosted on Amazon Bedrock were used for query disambiguation and semantic matching for answer lookups and responses. The following diagram illustrates the Principal generative AI chatbot architecture with AWS services.

Generative AI 111

Generative AI AWS Groups Artificial Inteligence 111

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 111

Generative AI Lambda Applications AWS 111

TechCrunch

DECEMBER 17, 2021

The startup plans to use its new capital to expand its suite of products, keep adding to its 60-person team and provide carbon reduction analysis for the architecture, engineering and construction industries. . Cove’s software-driven approach has the potential to make architecture both easier and cleaner,” he wrote via email.

Sustainability 253

Sustainability Construction Tools Machine Learning 253

CIO

APRIL 9, 2025

For example, compared to previous pricing that included VMware licenses, you will be able to get a VE1 node that supports portability at up to a 35% lower price on a three-year prepaid commitment. For example: You can extend VMware environments using dynamically scaling web-facing servers on Compute Engine or GKE. hour compared to $5.17/hour

Google Cloud 88

Google Cloud Cloud Engineering Storage 88

CIO

SEPTEMBER 26, 2024

Dell Technologies takes this a step further with a scalable and modular architecture that lets enterprises customize a range of GenAI-powered digital assistants. For instance, organizations can implement ideal code examples and preferred processes into code-writing models.

Enterprise 195

Enterprise Artificial Inteligence Scalability Compliance 195

AWS Machine Learning - AI

MARCH 13, 2025

For example, MaestroQA offers sentiment analysis for customers to identify the sentiment of their end customer during the support interaction, enabling MaestroQAs customers to sort their interactions and manually inspect the best or worst interactions. For example, Can I speak to your manager?

Generative AI 97

Generative AI CTO Coach AWS Artificial Inteligence 97

TechCrunch

MARCH 1, 2022

. “While we were [at PagerDuty], we saw all of these companies with microservices or distributed architectures — and they’re all struggling with this concept of service ownership and owning services,” Laban told me. ” The answer to this problem, Laban argues, is automation. Image Credits: OpsLevel.

Microservices 219

Microservices Development DevOps AWS 219

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles.

Knowledge Base 116

Knowledge Base Scalability Applications Generative AI 116

AWS Machine Learning - AI

NOVEMBER 6, 2024

The solution we explore consists of two main components: a Python application for the UI and an AWS deployment architecture for hosting and serving the application securely. The AWS deployment architecture makes sure the Python application is hosted and accessible from the internet to authenticated users.

Generative AI 108

Generative AI AWS Artificial Inteligence Applications 108

Crunchbase News

APRIL 9, 2024

Lightbulb moment Most enterprise applications are built like elephants: Giant databases, high CPU machines, an inside data center, blocking architecture, heavy contracts and more. You can get infrastructure as code with the click of a button and create a distributed architecture that makes sense for your business.

Architecture 114

Architecture Enterprise How To Weak Development Team 114

AWS Machine Learning - AI

MARCH 14, 2025

For example, your agent could take screenshots, create and edit text files, and run built-in Linux commands. Invoke the agent with a user query that requires computer use tools, for example, What is Amazon Bedrock, can you search the web? The following diagram illustrates the solution architecture.

AWS 118

AWS Generative AI Linux Groups 118

TechCrunch

MAY 9, 2023

” To that end, OpenAI’s tool uses a language model (ironically) to figure out the functions of the components of other, architecturally simpler LLMs — specifically OpenAI’s own GPT-2. For example, given a prompt about superheros (e.g. OpenAI’s tool attempts to simulate the behaviors of neurons in an LLM.

Artificial Inteligence 278

Artificial Inteligence Tools Weak Development Team Open Source 278

AWS Machine Learning - AI

NOVEMBER 7, 2024

It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices. Take Retrieval Augmented Generation (RAG) as an example. The component groups are as follows.

Generative AI 99

Generative AI AWS Enterprise Artificial Inteligence 99

AWS Machine Learning - AI

APRIL 1, 2025

This AI-driven approach is particularly valuable in cloud development, where developers need to orchestrate multiple services while maintaining security, scalability, and cost-efficiency. Lets create an architecture that uses Amazon Bedrock Agents with a custom action group to call your internal API.

AWS 111

AWS Software Review Knowledge Base Artificial Inteligence 111

TechCrunch

JANUARY 24, 2023

Digital twins — virtual representations of actual systems — have become an important component in how engineers and analysts build, visualize and operate AI projects, network security and other complicated architectures that might have a number of components working (or malfunctioning as the case may be) in tandem.

Network 248

Network Enterprise Technology Architecture 248

CIO

JUNE 19, 2024

Those highly scalable platforms are typically designed to optimize developer productivity, leverage economies of scale to lower costs, improve reliability, and accelerate software delivery. They may also ensure consistency in terms of processes, architecture, security, and technical governance. Scale up, then expand out.

Weak Development Team 208

Weak Development Team Engineering UI/UX Software Development 208