CIO

OCTOBER 24, 2024

AI governance is already a complex issue due to rapid innovation and the absence of universal templates, standards, or certifications. 75% of firms that build aspirational agentic AI architectures on their own will fail. They predicted more mature firms will seek help from AI service providers and systems integrators.

Company 191

Company Software Review Technical Review Generative AI 191

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. Generative AI question-answering applications are pushing the boundaries of enterprise productivity.

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

AWS Machine Learning - AI

DECEMBER 4, 2024

Building generative AI applications presents significant challenges for organizations: they require specialized ML expertise, complex infrastructure management, and careful orchestration of multiple services. The following diagram illustrates the conceptual architecture of an AI assistant with Amazon Bedrock IDE.

Generative AI 104

Generative AI Applications Technical Review Software Review 104

Henrik Warne

JUNE 19, 2022

I have used randomly generated tests to very good effect before, but always on complete systems (like generating random calls between phones), never as property based tests. This is easier said than done, but it is an idea that has been expressed by many others as well, for example in Clean Architecture. Test doubles and mocks.

Software Review 224

Software Review Testing Systems Review Technical Review 224

Luis Goncalves

APRIL 11, 2025

While launching a startup is difficult, successfully scaling requires an entirely different skillset, strategy framework, and operational systems. This isn’t merely about hiring more salespeopleit’s about creating scalable systems efficiently converting prospects into customers. What Does Scaling a Startup Really Mean?

Weak Development Team 165

Weak Development Team Technical Review Sustainability Systems Review 165

AWS Machine Learning - AI

APRIL 10, 2025

Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for several weeks or months to complete a single job. As cluster sizes grow, the likelihood of failure increases due to the number of hardware components involved. million H100 GPU hours.

Training 107

Training Artificial Inteligence Hardware Systems Review 107

AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro. However, this method presents trade-offs.

Artificial Inteligence 122

Artificial Inteligence Generative AI AWS Applications 122

Apiumhub

SEPTEMBER 17, 2023

As the organizers of the GSAS 2023 , we take pride in continuously monitoring new releases of software architecture books to extend invitations to their authors for our event. What’s even more exciting is that some of these authors will be generously raffling off copies of their software architecture books to our attendees!

Architecture 94

Architecture Software Review Software Weak Development Team 94

AWS Machine Learning - AI

JANUARY 13, 2025

Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors. BQA reviews the performance of all education and training institutions, including schools, universities, and vocational institutes, thereby promoting the professional advancement of the nations human capital.

Education 102

Education Report Technical Review Generative AI 102

AWS Machine Learning - AI

AUGUST 21, 2024

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement.

Technical Review 125

Technical Review Software Review Systems Review Lambda 125

AWS Machine Learning - AI

OCTOBER 17, 2024

In addition to AWS HealthScribe, we also launched Amazon Q Business , a generative AI-powered assistant that can perform functions such as answer questions, provide summaries, generate content, and securely complete tasks based on data and information that are in your enterprise systems.

AWS 108

AWS Artificial Inteligence Generative AI Machine Learning 108

AWS Machine Learning - AI

MARCH 18, 2025

Audio-to-text translation The recorded audio is processed through an advanced speech recognition (ASR) system, which converts the audio into text transcripts. Data integration and reporting The extracted insights and recommendations are integrated into the relevant clinical trial management systems, EHRs, and reporting mechanisms.

Artificial Inteligence 109

Artificial Inteligence Technical Review Healthcare Systems Review 109

AWS Machine Learning - AI

NOVEMBER 15, 2024

Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. This allowed fine-tuned management of user access to content and systems.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

Honeycomb

NOVEMBER 19, 2024

For every request that enters your system, you write logs, increment counters, and maybe trace spans; then you store telemetry in many places. Under the hood, these are stored in various metrics formats: unstructured logs (strings), structured logs, time-series databases, columnar databases , and other proprietary storage systems.

Software Review 133

Software Review Weak Development Team Metrics Technical Review 133

AWS Machine Learning - AI

APRIL 10, 2025

Approach and base model overview In this section, we discuss the differences between a fine-tuning and RAG approach, present common use cases for each approach, and provide an overview of the base model used for experiments. On the Review and create page, review the settings and choose Create Knowledge Base. Choose Next.

Case Study 115

Case Study Artificial Inteligence Study Generative AI 115

Erik Bernhardsson

DECEMBER 12, 2023

Technology When joining, require a 6-18 months rewrite of core systems. Split systems along arbitrary boundaries: maximize the number of systems involved in any feature. Encourage communal ownership of systems. Insist that every “stakeholder” needs to be present in the meeting. Blame the previous CTO.

Software Review 277

Software Review Weak Development Team Software Technical Advisors 277

TechCrunch

JANUARY 25, 2022

We work with contributors to develop guest posts that will help TechCrunch+ readers solve actual problems, so it’s always a delight to present a comprehensive “how to” article. Is algorithmic VC investment compatible with due diligence? Is algorithmic VC investment compatible with due diligence?

Technical Review 196

Technical Review Software Review Development Team Review Systems Review 196

Palo Alto Networks

OCTOBER 22, 2024

According to the Unit 42 Cloud Threat Report : The rate of cloud migration shows no sign of slowing down—from $370 billion in 2021, with predictions to reach $830 billion in 2025—with many cloud-native applications and architectures already having had time to mature. Q explains: That's the user of the cloud…that's your responsibility.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

O'Reilly Media - Data

OCTOBER 17, 2019

Raffaello D’Andrea presents his vision of how autonomous indoor drones will drive the next wave of robotics development. Marta Kwiatkowska provides an overview of techniques being developed to help improve the robustness, safety, and trust in AI systems. Ben Lorica and Roger Chen review how companies are building AI applications today.

Artificial Inteligence 194

Artificial Inteligence Artificial Intelligence Conference Machine Learning 194

Netflix Tech

MARCH 28, 2025

By Ko-Jen Hsiao , Yesu Feng and Sudarshan Lamkhede Motivation Netflixs personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including Continue Watching and Todays Top Picks for You. Refer to our recent overview for more details).

Artificial Inteligence 80

Artificial Inteligence Systems Review Training Windows 80

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

AWS Machine Learning - AI

OCTOBER 29, 2024

This post guides you through implementing a queue management system that automatically monitors available job slots and submits new jobs as slots become available. Solution overview The solution presented in this post uses batch inference in Amazon Bedrock to process many requests efficiently using the following solution architecture.

Scalability 121

Scalability Lambda Generative AI AWS 121

Cloudera

OCTOBER 7, 2021

Within the context of a data mesh architecture, I will present industry settings / use cases where the particular architecture is relevant and highlight the business value that it delivers against business and technology areas. Introduction to the Data Mesh Architecture and its Required Capabilities.

Architecture 124

Architecture Data Security Technical Review 124

AWS Machine Learning - AI

JANUARY 22, 2025

Security teams in highly regulated industries like financial services often employ Privileged Access Management (PAM) systems to secure, manage, and monitor the use of privileged access across their critical IT infrastructure. However, the capturing of keystrokes into a log is not always an option.

Generative AI 108

Generative AI Video Analysis Technical Review 108

CIO

AUGUST 19, 2024

Yet as organizations figure out how generative AI fits into their plans, IT leaders would do well to pay close attention to one emerging category: multiagent systems. All aboard the multiagent train It might help to think of multiagent systems as conductors operating a train. Such systems are already highly automated.

Generative AI 215

Generative AI Artificial Inteligence Organization Technical Review 215

CIO

SEPTEMBER 17, 2024

CIOs often have a love-hate relationship with enterprise architecture. In the State of Enterprise Architecture 2023 , only 26% of respondents fully agreed that their enterprise architecture practice delivered strategic benefits, including improved agility, innovation opportunities, improved customer experiences, and faster time to market.

Agile 218

Agile Enterprise CTO Coach Technical Review 218

TechCrunch

NOVEMBER 15, 2022

The market for enterprise content management systems (CMS) is steeply growing as the need to organize and manage documents, images and other forms of digital content increases. Headless CMS systems act primarily as content repositories, managing back-end infrastructure while affording plenty of customization on the front end.

Enterprise 178

Enterprise Fractional VPE Technical Review Systems Review 178

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. The following diagram illustrates the solution architecture. To address these challenges, a U.S.

Artificial Inteligence 65

Artificial Inteligence Open Source AWS Serverless 65

CIO

AUGUST 19, 2024

The shift toward a dynamic, bidirectional, and actively managed grid marks a significant departure from traditional grid architecture. In addition, renewable energy sources such as wind and solar further complicate grid management due to their intermittent nature and decentralized generation.

Energy 184

Energy Load Balancer Systems Review Technical Review 184

Altexsoft

MARCH 10, 2021

That’s when system integration enters the game. We’ll also discuss key integration steps and the role of a system integrator. What is system integration and when do you need it? System integration is the process of joining software and hardware modules into one cohesive infrastructure, enabling all pieces to work as a whole.

Systems Review 108

Systems Review System Software Review Technical Review 108

AWS Machine Learning - AI

OCTOBER 29, 2024

This post presents a solution where you can upload a recording of your meeting (a feature available in most modern digital communication services such as Amazon Chime ) to a centralized video insights and summarization engine. The frontend is built on Cloudscape , an open source design system for the cloud.

Generative AI 109

Generative AI Video Engineering Artificial Inteligence 109

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 Machine Learning 130

TechCrunch

MARCH 22, 2022

We ended up with five term sheets, which was a validation during a time when we’re seeing more due diligence than we had previously and a more challenging fundraising environment,” Thazhmon told TechCrunch. Jeeves is building the premium financial operating system for global businesses.

Fintech 246

Fintech Technical Review Systems Review Banking 246

Cloudera

JANUARY 21, 2022

This blog will summarise the security architecture of a CDP Private Cloud Base cluster. The architecture reflects the four pillars of security engineering best practice, Perimeter, Data, Access and Visibility. Key management systems handle encryption keys. System metadata is reviewed and updated regularly.

Architecture 112

Architecture Data Authentication Policies 112

Strategic Tech

JANUARY 22, 2024

Architecture modernization initiatives are strategic efforts involving many teams, usually for many months or years. An AMET is an architecture Enabling Team that helps to coordinate and upskill all teams and stakeholders involved in a modernization initiative. They need a more loosely coupled architecture and empowered teams.

Architecture 98

Architecture Systems Review Software Review Technical Review 98

CIO

OCTOBER 17, 2024

This rapid adoption, while driving innovation, has also led to overloaded IT architectures that are fast and automated but often fragile and complex. In the same way as for other addictions, the addicted organization needs a continual fix without carrying out any due diligence. Assume unknown unknowns.

Technical Review 163

Technical Review Systems Review Software Review Disaster Recovery 163

Apiumhub

JULY 2, 2023

Carola Lilienthal presented an intriguing topic she had thoroughly explored in her book, Sustainable Software Architecture , and also in a chapter in the Software Architecture Metrics book: the Modularity Maturity Index (MMI). However, if the rating falls between 4 and 8, there is a considerable amount of technical debt present.

Architecture 92

Architecture Software Review Technical Review Systems Review 92