Xebia

AUGUST 9, 2023

With the industry moving towards end-to-end ML teams to enable them to implement MLOPs practices, it is paramount to look past the model and view the entire system around your machine learning model. The classic article on Hidden Technical Debt in Machine Learning Systems explains how small the model is compared to the system it operates in.

System Design 130

System Design Systems Review System Artificial Inteligence 130

Hacker Earth Developers Blog

JUNE 7, 2020

System design interviews are an integral part of tech hiring and are conducted later in the interview process. System design interviews help you assess a candidate’s ability to design complex systems and understand their thought process for creating real-world products. What are system design interviews? .

System Design 130

System Design System AWS Architecture 130

Hacker Earth Developers Blog

JUNE 7, 2020

System design interviews are an integral part of a tech hiring process and are conducted later in the interview process. System design interviews are for assessing a candidate’s ability to design complex systems and understand their thought process for creating real-world products.

System Design 130

System Design System AWS Architecture 130

CIO

NOVEMBER 26, 2024

Legacy systems and technical debt Barrier: Legacy systems, often deeply embedded in an organization’s operations, pose a significant challenge to IT modernization. These outdated systems are not only costly to maintain but also hinder the integration of new technologies, agility, and business value delivery.

Weak Development Team 183

Weak Development Team Compliance Culture Budget 183

James Shore

JULY 6, 2022

Teams that practice evolutionary design start with “the simplest thing that could possibly work” and evolve their design from there. But what about the components that make up a deployed system? Those components and interactions form your system architecture. Evolutionary System Architecture. ??

System Architecture 111

System Architecture Architecture Agile System 111

Scott Berkun

JUNE 3, 2020

That word, system , is one that designers know well. Systems theory is its own subject, as are police history and police reform, but I haven’t seen them brought together in a simple way that most people can grasp. In systems theory stasis is the tendency for systems to be resilient to change.

System Design 129

System Design Systems Review System Culture 129

InfoQ Culture Methods

NOVEMBER 11, 2021

An organisation designed using open sociotechnical systems theory will be a more humane one where people are more engaged. The amazing progress made in technology has led to blindly following the technical imperative at the cost of the social and human dimension. By Trond Hjorteland.

System Design 144

System Design System Software Development Software 144

CIO

JANUARY 7, 2025

It prevents vendor lock-in, gives a lever for strong negotiation, enables business flexibility in strategy execution owing to complicated architecture or regional limitations in terms of security and legal compliance if and when they rise and promotes portability from an application architecture perspective.

Cloud 147

Cloud Strategy Architecture Policies 147

AWS Machine Learning - AI

MAY 1, 2025

Organizations implementing agents and agent-based systems often experience challenges such as implementing multiple tools, function calling, and orchestrating the workflows of the tool calling. We will deep dive into the MCP architecture later in this post.

Artificial Inteligence 117

Artificial Inteligence AWS Architecture Generative AI 117

Xebia

JUNE 20, 2022

Some companies ignore architects in their transformation, some will upskill their architects, and some will make the DevOps teams responsible for the architecture. A core problem we see is that those responsible for the transformation have little experience dealing with architecture in an agile way.

Coaching 130

Coaching Architecture Agile Weak Development Team 130

AWS Machine Learning - AI

NOVEMBER 19, 2024

Solution overview This section outlines the architecture designed for an email support system using generative AI. High Level System Design The solution consists of the following components: Email service – This component manages incoming and outgoing customer emails, serving as the primary interface for email communications.

Knowledge Base 109

Knowledge Base Generative AI Technical Review Lambda 109

AWS Machine Learning - AI

MARCH 13, 2025

This post will discuss agentic AI driven architecture and ways of implementing. Alternatively, asynchronous choreography follows an event-driven pattern where agents operate autonomously, triggered by events or state changes in the system.

Artificial Inteligence 95

Artificial Inteligence Lambda Travel Generative AI 95

Crunchbase News

JANUARY 31, 2025

By allowing systems to access external, real-time databases for domain-specific knowledge, RAG eliminates the need for costly, ongoing fine-tuning of models. Composable AI: Adaptability through modularity AI systems built with modular, interchangeable components known as composable AI are driving a new era of adaptability and efficiency.

Healthcare 95

Healthcare Scalability Artificial Intelligence Artificial Inteligence 95

AWS Machine Learning - AI

APRIL 9, 2025

For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro. It also allows for a flexible and modular design, where new LLMs can be quickly plugged into or swapped out from a UI component without disrupting the overall system.

Artificial Inteligence 129

Artificial Inteligence Generative AI AWS Applications 129

TechCrunch

SEPTEMBER 20, 2022

And Nvidia’s Jetson lineup of system-on-modules is expanding with Jetson Orin Nano, a system designed for low-powered robots. Isaac Sim, which launched in open beta last June, allows designers to simulate robots interacting with mockups of the real world (think digital re-creations of warehouses and factory floors).

Development 243

Development Systems Review Hardware Comparison 243

Palo Alto Networks

NOVEMBER 21, 2024

But… Ransomware Efficacy Hangs in the Balance as Organizations Enhance Resilience We anticipate a shift in the effectiveness of ransomware demands as organizations increasingly focus on enhancing disaster recovery capabilities, leveraging cloud-based redundancies and investing in resilient architectures.

Fractional VPE 120

Fractional VPE Disaster Recovery Software Review Fractional CTO 120

CIO

NOVEMBER 22, 2022

Are they successfully untangling their “spaghetti architectures”? Home Depot , for example, is upgrading its wi-fi systems to make it easier for customers to design, visualize, and buy materials for their projects. Can the systems connect stock information from the warehouse to the online store to show what’s available?

Retail 217

Retail Minimum Viable Product Architecture Artificial Inteligence 217

The Crazy Programmer

SEPTEMBER 28, 2022

He is best known for his operating systems, central processing units, and programming languages. David’s main areas of investigation are as under: Parallel computing Computer architecture Distributed computing Workload Embedded system. 99% of all new chips use RISC architecture since 2018. Final Words.

Software Engineering 173

Software Engineering Architecture Storage Education 173

Netflix Tech

MARCH 4, 2025

Part 3: System Strategies and Architecture By: VarunKhaitan With special thanks to my stunning colleagues: Mallika Rao , Esmir Mesic , HugoMarques This blog post is a continuation of Part 2 , where we cleared the ambiguity around title launch observability at Netflix. The request schema for the observability endpoint.

Systems Review 72

Systems Review Travel Microservices Architecture 72

The Programmer's Paradox

FEBRUARY 15, 2019

Start with some data that you want the system to capture. How many of these values will the system store? For the lifetime of some systems, the initial data frequency will differ quite a bit from the actual real-world data frequency. The model should grow fairly large for non-trivial systems. Most data is composite.

System Design 49

System Design System Weak Development Team Architecture 49

Strategic Tech

SEPTEMBER 30, 2020

One of the biggest time costs in software development is understanding how a system works. Systems are getting more complex yet our ability to understand them doesn’t seem to be growing at the same rate. As we continuously develop software systems, the complexity slowly increases and we don’t fully realise it.

Architecture 75

Architecture Software Review Technical Review Weak Development Team 75

CIO

MARCH 9, 2022

They conveniently store data in a flat architecture that can be queried in aggregate and offer the speed and lower cost required for big data analytics. In addition, having multiple systems requires the creation of expensive and operationally burdensome processes to move data from lake to warehouse if required.

Data 178

Data Artificial Inteligence Artificial Intelligence Analytics 178

CodeSignal

MAY 14, 2020

Join CodeSignal CEO Tigran Sloyan and Co-Founder Sophia Baik in Data-Drive Recruiting Episode #40 as they discuss how to conduct an effective system design interview with a virtual whiteboard. Because a candidate is asked to draw the design on a whiteboard, it’s also widely known as a whiteboarding interview. more below).

System Design 52

System Design Virtualization System How To 52

Crunchbase News

APRIL 16, 2025

This led to the rise of software infrastructure companies providing technologies such as database systems, networking infrastructure, security solutions and enterprise-grade storage. Taken together, these tools provide developers with 10x capability, turning ideas into production-ready systems faster than ever.

Internet 63

Internet Infrastructure DevOps Storage 63

AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. Data: Policy forms Mozart is designed to author policy forms like coverage and endorsements. The following diagram illustrates the solution architecture.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

Lacework

NOVEMBER 1, 2023

This article addresses privacy in the context of hosting data and considers how privacy by design can be incorporated into the data architecture. In the first article in this series, the topic of privacy by design is covered in some detail, particularly regarding the design of products for enterprise security and data hosting.

System Design 52

System Design Systems Review System Data 52

Apiumhub

JULY 16, 2023

In their thought-provoking presentation titled “Pragmatic Approach to Architecture Metrics” at GSAS’22 organized by Apiumhub , Sonya Natanzon, and Vlad Khononov delivered valuable insights. The success of software architecture hinges upon its adaptability to meet evolving business requirements. Whatever that is.”

Metrics 69

Metrics Architecture Software Review Systems Review 69

CIO

OCTOBER 15, 2024

Multicloud architectures, applications portfolios that span from mainframes to the cloud, board pressure to accelerate AI and digital outcomes — today’s CIOs face a range of challenges that can impact their DevOps strategies. A new area of concern is how development teams use AI code generation and copilots. “AI

DevOps 214

DevOps Enterprise Software Review Technical Review 214

Erik Bernhardsson

AUGUST 28, 2017

But care has to be taken to distinguish between code duplication that’s incidental versus code duplication that’s systemic. Rule of 3 as applied to architecture. The same reasoning applies to system design but with a very different conclusion. I was reminded of this when we built an email ingestion system at Better.

Software Engineering 175

Software Engineering Engineering Software Banking 175

Dataiku

OCTOBER 27, 2020

Data architecture is a pivotal element of Enterprise AI. According to Gartner , “Data architecture is returning with vengeance as recent cloud practices have begun to encounter the systems design, data management, and application portfolio issues reminiscent of the 1990s.

Architecture 105

Architecture System Design Agile Government 105

Netflix Tech

NOVEMBER 12, 2024

Failures in a distributed system are a given, and having the ability to safely retry requests enhances the reliability of the service. Implementing idempotency would likely require using an external system for such keys, which can further degrade performance or cause race conditions.

Windows 100

Windows Systems Review Performance Infrastructure 100

Lacework

OCTOBER 31, 2023

This article addresses privacy in the context of hosting data and considers how privacy by design can be incorporated into the data architecture.

System Design 52

System Design System Data Architecture 52

Data Virtualization

DECEMBER 16, 2021

Reading Time: 4 minutes Software systems designers often structure their thinking around the underlying functional and data/information components of their desired applications. This approach—analogous to the scientific method of breaking a system into its smallest sub-parts in order to understand how it works—forms the.

Architecture 59

Architecture Data System Design Virtualization 59

CIO

SEPTEMBER 22, 2023

The Mastercard project Given that Mastercard has embraced the quantum key distribution method, its pilot project determined the architectural requirements and limitations of QKD and the operational readiness of the QKD systems. Not many hardware vendors have features available that can integrate with the QKD systems.”

Security 208

Security Weak Development Team Telecommunications Hardware 208

TechCrunch

APRIL 5, 2022

The current standard practice is to build custom query caching systems, but Marzoev claims that this can slow down engineering teams, drive up costs and cause outages at inopportune times. ReadySet is currently pre-revenue stage, but the company is collaborating with a small number of potential customers as design partners.

Enterprise 182

Enterprise Data Storage Open Source 182

Cloudera

JANUARY 22, 2025

AI agents are autonomous software systems designed to interact with their environments, gather data, and leverage that information to autonomously perform tasks aimed at achieving predefined objectives. It enables SOC systems to: Actively monitor and respond to threats in real-time. What are AI Agents?

Artificial Inteligence 70

Artificial Inteligence Software Review Compliance Systems Review 70

Data Virtualization

DECEMBER 16, 2021

Reading Time: 4 minutes Software systems designers often structure their thinking around the underlying functional and data/information components of their desired applications. This approach—analogous to the scientific method of breaking a system into its smallest sub-parts in order to understand how it works—forms the.

Architecture 52

Architecture Data System Design Virtualization 52