Dzone - DevOps

DECEMBER 25, 2024

On December 11, 2024, OpenAI services experienced significant downtime due to an issue stemming from a new telemetry service deployment. This incident impacted API, ChatGPT, and Sora services, resulting in service disruptions that lasted for several hours.

Systems Review 98

Systems Review System Technical Review ChatGPT 98

CIO

MARCH 4, 2025

Adversaries are pre-positioning themselves within critical networks, supported by a broader ecosystem that includes shared tooling, training pipelines, and sophisticated malware development. They complicate attribution due to the often short-lived nature of the IP addresses of the nodes being used.

Industry 198

Industry Technical Review Telecommunications Malware 198

CIO

NOVEMBER 19, 2024

Agentic AI is the next leap forward beyond traditional AI to systems that are capable of handling complex, multi-step activities utilizing components called agents. He believes these agentic systems will make that possible, and he thinks 2025 will be the year that agentic systems finally hit the mainstream. They have no goal.

Case Study 203

Case Study Artificial Inteligence Study Architecture 203

CIO

NOVEMBER 8, 2024

AI coding agents are poised to take over a large chunk of software development in coming years, but the change will come with intellectual property legal risk, some lawyers say. Without some review of the AI-generated code, organizations may be exposed to lawsuits, he adds. GitHub also has legal protections in place.

Software Review 200

Software Review Open Source Technical Review Artificial Inteligence 200

CIO

NOVEMBER 27, 2024

Technology: The workloads a system supports when training models differ from those in the implementation phase. As a result, ​developers — regardless of their expertise in machine learning — will be able to develop and optimize business-ready large language models (LLMs).

Architecture 193

Architecture Artificial Inteligence Data Development Team Review 193

CIO

OCTOBER 29, 2024

Maintaining a clear audit trail is essential when data flows through multiple systems, is processed by various groups, and undergoes numerous transformations. AI-native solutions have been developed that can track the provenance of data and the identities of those working with it.

Enterprise 202

Enterprise Artificial Inteligence Data Weak Development Team 202

CIO

OCTOBER 15, 2024

If competitors are using advanced data analytics to gain deeper customer insights, IT would prioritize developing similar or better capabilities. Developing the initial IT strategy (straw man) The initial IT strategy, or “straw man,” should be reviewed with select partners both inside and outside IT.

Strategy 200

Strategy Weak Development Team Fractional CTO CTO Coach 200

TechCrunch

AUGUST 19, 2023

This week in AI, Amazon announced that it’ll begin tapping generative AI to “enhance” product reviews. Once it rolls out, the feature will provide a short paragraph of text on the product detail page that highlights the product capabilities and customer sentiment mentioned across the reviews. Could AI summarize those?

Systems Review 246

Systems Review Software Review Artificial Inteligence Weak Development Team 246

CIO

MARCH 11, 2025

Moveworks, which develops AI-driven assistants to support enterprise users, serves major clients such as Broadcom, Palo Alto Networks, and Pinterest. Despite such concerns over AI regulation, the deal is unlikely to attract major antitrust scrutiny due to Moveworks relatively modest market footprint.

Enterprise 172

Enterprise Technical Review Systems Review Software Review 172

CIO

DECEMBER 26, 2024

This increased complexity means more companies will be relying on IT consultants to help navigate the changes and develop short-term and long-term strategies. An IT consultant is a technology professional who advises and supports business clients in designing, developing, and executing technology projects in service of business goals.

Fractional CTO 187

Fractional CTO Technical Review Technical Advisors How To 187

AWS Machine Learning - AI

MARCH 5, 2025

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. By providing an expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality.

Generative AI 76

Generative AI Systems Review Artificial Inteligence Software Review 76

CIO

DECEMBER 10, 2024

For example, developers using GitHub Copilots code-generating capabilities have experienced a 26% increase in completed tasks , according to a report combining the results from studies by Microsoft, Accenture, and a large manufacturing company. These reinvention-ready organizations have 2.5 times higher revenue growth and 2.4

Weak Development Team 215

Weak Development Team Metrics Software Review Technical Review 215

CIO

NOVEMBER 25, 2024

Allegis had been using a legacy on-premises ERP system called Eclipse for about 15 years, which Shannon says met the business needs well but had limitations. Allegis had been using Eclipse for 10 years, when the system was acquired by Epicor, and Allegis began exploring migrating to a cloud-based ERP system.

Systems Review 197

Systems Review Technical Review System Analytics 197

CIO

MARCH 4, 2025

Adversaries are pre-positioning themselves within critical networks, supported by a broader ecosystem that includes shared tooling, training pipelines, and sophisticated malware development. They complicate attribution due to the often short-lived nature of the IP addresses of the nodes being used.

Industry 147

Industry Technical Review Telecommunications Malware 147

TechEmpower CTO

SEPTEMBER 25, 2023

When speaking with founders and CEOs, we often hear concerns like this: My project manager is losing confidence in the development team. This is where a technical review can be useful!) Before we review the symptoms, though, please bear this in mind: If your team shows these signs, it doesn’t necessarily mean they’re weak.

Weak Development Team 260

Weak Development Team Development Software Review Technical Review 260

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. Verisk has a governance council that reviews generative AI solutions to make sure that they meet Verisks standards of security, compliance, and data use.

Generative AI 79

Generative AI Technical Review Insurance Policies 79

CIO

NOVEMBER 14, 2024

With IT systems growing more complex and user demands rising, AI is emerging as a transformative tool for tackling these challenges. While it might not seem a lot, a 3% improvement in an organization with 6,000 software developments is a whole other product you can put up. The irony is hard to ignore.

Systems Review 147

Systems Review Software Review Survey Analytics 147

CIO

JULY 22, 2024

The widespread disruption caused by the recent CrowdStrike software glitch, which led to a global outage of Windows systems, has sent shockwaves through the IT community. Organizations and CISOs must review their cloud strategies, and the automatic updating of patches should be discouraged. Microsoft said around 8.5

Systems Review 215

Systems Review Development Team Review Software Review Technical Review 215

TechEmpower CTO

JULY 24, 2023

Even when they have talked to multiple developers or development firms, we’re often the first to ask basic questions like “Who are your customers?” ” or “Are you developing for desktop, tablet, mobile, or all three?” The innovator/developer relationship needs to be a conversation.

Innovation 520

Innovation UI/UX Development Technical Review 520

Xebia

OCTOBER 15, 2024

I was happy enough with the result that I immediately submitted the abstract instead of reviewing it closely. Well, here’s the first paragraph of the abstract: In an era where technology and mindfulness intersect, the power of AI is reshaping how we approach app development. Can you see the telltale signs of (Chat)GPT?

ChatGPT 130

ChatGPT Artificial Inteligence Software Review Systems Review 130

AWS Machine Learning - AI

MARCH 13, 2025

In this collaboration, the Generative AI Innovation Center team created an accurate and cost-efficient generative AIbased solution using batch inference in Amazon Bedrock , helping GoDaddy improve their existing product categorization system. You can also use batch inference to improve the performance of model inference on large datasets.

Artificial Inteligence 105

Artificial Inteligence Systems Review System Generative AI 105

CIO

JANUARY 5, 2025

Research from Gartner, for example, shows that approximately 30% of generative AI (GenAI) will not make it past the proof-of-concept phase by the end of 2025, due to factors including poor data quality, inadequate risk controls, and escalating costs. [1]

Enterprise 187

Enterprise Generative AI Weak Development Team Technical Review 187

CIO

DECEMBER 11, 2024

The breakthrough potential of quantum computers remains a ways off due to two crucial issues: error correction and computing power. RCS was developed in-house by the Quantum AI Lab and is widely used in the field of quantum computing. Google now wants to break this vicious circle. The company also aims to provide a commercial offering.

Systems Review 158

Systems Review Research Scalability Virtualization 158

CIO

NOVEMBER 4, 2024

However, many face challenges finding the right IT environment and AI applications for their business due to a lack of established frameworks. Additionally, 90% of respondents intend to purchase or leverage existing AI models, including open-source options, when building AI applications, while only 10% plan to develop their own.

Infrastructure 193

Infrastructure Marketing Data Artificial Inteligence 193

CIO

MARCH 4, 2025

Agentic AI systems require more sophisticated monitoring, security, and governance mechanisms due to their autonomous nature and complex decision-making processes. Durvasula also notes that the real-time workloads of agentic AI might also suffer from delays due to cloud network latency.

Software Review 179

Software Review Artificial Inteligence Technical Review Government 179

CIO

DECEMBER 20, 2024

Data architecture goals The goal of data architecture is to translate business needs into data and system requirements, and to manage data and its flow through the enterprise. AI and ML are used to automate systems for tasks such as data collection and labeling. An organizations data architecture is the purview of data architects.

Architecture 183

Architecture Data Fractional CTO Technical Review 183

CIO

MARCH 14, 2025

Legacy Systems Complicate the Adoption of New Technology The Challenge: Many organizations still have outdated IT infrastructure, which makes integration complicated and costly. (See also: How to know a business process is ripe for agentic AI. ) Because IT procurement shouldnt slow innovation it should accelerate it.

Technical Review 191

Technical Review Weak Development Team B2B Software Review 191

CIO

DECEMBER 3, 2024

CIOs and other executives identified familiar IT roles that will need to evolve to stay relevant, including traditional software development, network and database management, and application testing. And while AI is already developing code, it serves mostly as a productivity enhancer today, Hafez says. But that will change. “As

Technical Review 193

Technical Review CTO Coach How To Software Review 193

CIO

NOVEMBER 14, 2024

Migration to the cloud, data valorization, and development of e-commerce are areas where rubber sole manufacturer Vibram has transformed its business as it opens up to new markets. Led by Pacetti, the company was able to reduce many variables in a complex system, like online sales and payments, data analysis, and cybersecurity. “We

Cloud 179

Cloud Technical Review Data B2C 179

CIO

SEPTEMBER 12, 2024

Despite mixed early returns , the outcome appears evident: Generative AI coding assistants will remake how software development teams are assembled, with QA and junior developer jobs at risk. AI will handle the rest of the software development roles, including security and compliance reviews, he predicts. “At

Software Review 214

Software Review Development Generative AI Software Development 214

CIO

OCTOBER 30, 2024

Some are large, spread over more than two square miles, and they run on manual processes that require significant time on data entry and data collection across several non-integrated systems. I’ve always understood that people, not systems, create value. So we’re turning them into smart plants, self-optimized and autonomous.

Technical Review 177

Technical Review Sustainability Apparel Agile 177

CIO

OCTOBER 14, 2024

They can be, “especially when supported by strong IT leaders who prioritize continuous improvement of existing systems,” says Steve Taylor, executive vice president and CIO of Cenlar. That’s not to say a CIO can’t be effective if they are functional.

Technical Review 197

Technical Review Innovation Survey Systems Review 197

CIO

MARCH 4, 2025

IDCs June 2024 Future Enterprise Resiliency and Spending Survey, Wave 6 , found that approximately 33% of organizations experienced system or data access disruption for one week or more due to ransomware. DRP: A DRP helps in the recovery of IT infrastructure, critical systems, applications, and data.

Disaster Recovery 97

Disaster Recovery Technical Review Systems Review Development Team Review 97

CIO

OCTOBER 24, 2024

These days, digital spoofing, phishing attacks, and social engineering attempts are more convincing than ever due to bad actors refining their techniques and developing more sophisticated threats with AI. Moreover, AI can reduce false positives more effectively than rule-based security systems.

Artificial Inteligence 192

Artificial Inteligence Artificial Intelligence Generative AI Training 192

Xebia

FEBRUARY 28, 2025

Gartner reported that on average only 54% of AI models move from pilot to production: Many AI models developed never even reach production. The time when Hardvard Business Review posted the Data Scientist to be the “Sexiest Job of the 21st Century” is more than a decade ago [1]. … that is not an awful lot.

Technical Review 182

Technical Review Weak Development Team Artificial Inteligence Machine Learning 182

CIO

JANUARY 30, 2025

By definition, hyper-converged tech delivers far higher levels of automation than standalone offerings due to the engineering to consolidate the platform, and is built on the familiar technologies of Microsoft Azure Local hosted by Dell Technologies server platforms 1. This means that automation and skills are addressed at the outset.

Infrastructure 157

Infrastructure Technical Review Azure Artificial Inteligence 157

Crunchbase News

NOVEMBER 18, 2024

Development pace: Is code typically shipped in days/weeks, or does it take months/quarters? Communication flow: How fast do important developments/results travel throughout the entire organization? He graduated from the University of Virginia with a bachelor’s degree in applied mathematics and master’s degree in systems engineering.

Development Team Review 130

Development Team Review Weak Development Team Software Review Systems Review 130