CIO

APRIL 29, 2025

Dan Yelle, chief data and analytics officer at Credibly, suggests bringing more transparency into the codebase by having gen AI conduct a review and insert comments to make obscure programs more understandable by engineers. Sniffing out code smells. Manual remediation would have been prohibitively resource-intensive. Enhanced linting.

Technical Review 180

Technical Review Weak Development Team Software Review Systems Review 180

CIO

MAY 6, 2025

For example, by analyzing customer feedback, including unstructured data such as reviews and social media comments, AI helps organizations operationalize that feedback to improve training, policies, and hiring, Mazur says.

CTO Coach 214

CTO Coach Software Review Generative AI Technical Review 214

CIO

APRIL 23, 2025

For example, AI agents should be able to take actions on behalf of users, act autonomously, or interact with other agents and systems. As the models powering the individual agents get smarter, the use cases for agentic AI systems get more ambitious and the risks posed by these systems increase exponentially.

Systems Review 190

Systems Review Technical Review Software Review Artificial Inteligence 190

Henrik Warne

JULY 12, 2021

The focus is on how to structure systems to make them easy to understand and work with. The author defines complexity as anything related to the structure of a software system that makes it hard to understand and modify. An example is when you have implemented a message protocol with a sender and a receiver. Complexity.

Software Review 264

Software Review Systems Review Software Examples 264

Xebia

OCTOBER 15, 2024

I was happy enough with the result that I immediately submitted the abstract instead of reviewing it closely. So I doubled down and built a system to help me generate better session abstracts. Prompty is a VS Code extension allows you to write prompts for LLM combined with the settings and examples needed for that prompt.

ChatGPT 130

ChatGPT Artificial Inteligence Software Review Systems Review 130

AWS Machine Learning - AI

MARCH 7, 2025

The following screenshot shows an example of the output of the Mozart companion displaying the summary of changes between two legal documents, the excerpt from the original document version, the updated excerpt in the new document version, and the tracked changes represented with redlines.

Generative AI 106

Generative AI Technical Review Insurance Policies 106

CIO

MARCH 11, 2025

These are standardized tests that have been specifically developed to evaluate the performance of language models. They not only test whether a model works, but also how well it performs its tasks. A classic example is BLEU, which measures how closely the word sequences in the generated response match those of the reference text.

Artificial Inteligence 187

Artificial Inteligence How To Metrics Software Review 187

AWS Machine Learning - AI

MARCH 20, 2025

Companies of all sizes face mounting pressure to operate efficiently as they manage growing volumes of data, systems, and customer interactions. The chat agent bridges complex information systems and user-friendly communication. Update the due date for a JIRA ticket. Give the project a name (for example, crm-agent ).

Generative AI 119

Generative AI Systems Review System Lambda 119

TechCrunch

JULY 14, 2022

In the rush to build, test and deploy AI systems, businesses often lack the resources and time to fully validate their systems and ensure they’re bug-free. In a 2018 report , Gartner predicted that 85% of AI projects will deliver erroneous outcomes due to bias in data, algorithms or the teams responsible for managing them.

Weak Development Team 246

Weak Development Team Testing Company Development 246

Xebia

APRIL 1, 2025

Even worse with all the vibe coding stories, we see engineers that are not even testing their code before pushing it to production. Note that this can be achieved in multiple ways, for example with unit, regression, or integration testing. This can lead to impact in other places in the codebase that can introduce new bugs.

Software Review 130

Software Review Technical Review Systems Review Generative AI 130

CIO

DECEMBER 11, 2024

For example, if a company has chosen AWS as its preferred cloud provider and is committed to primarily operating within AWS, it makes sense to utilize the AWS data platform. Data science was previously the domain of tech-savvy organizations due to the technical expertise required to build models from scratch.

Data 167

Data Technical Review Software Review Weak Development Team 167

CIO

MARCH 4, 2025

In fact, successful recovery from cyberattacks and other disasters hinges on an approach that integrates business impact assessments (BIA), business continuity planning (BCP), and disaster recovery planning (DRP) including rigorous testing. For example, large businesses can lose as much as $357,600 per hour.

Disaster Recovery 97

Disaster Recovery Technical Review Systems Review Development Team Review 97

AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. The system will take a few minutes to set up your project. On the next screen, leave all settings at their default values.

Generative AI 107

Generative AI Applications Technical Review Software Review 107

TechCrunch

NOVEMBER 3, 2021

Self-driving trucks startup TuSimple signaled it is close to testing its system without a human safety operator on public roads before the end of the year. Kodiak Robotics, for example, has only begun driver-out testing on closed tracks. “This test phase will inform and validate our safety case.

Testing 246

Testing Technical Review Systems Review Software Review 246

TechCrunch

SEPTEMBER 28, 2022

Firehawk Aerospace has a safer and more stable new fuel, new engines, and millions in new funding to take it through the next round of tests to its first launch. The company designed engines around this concept and tested them at smaller scales, but recently graduated to the kind of engine you might actually use if you were going to space.

3D 227

3D Engineering Testing Systems Review 227

TechEmpower CTO

OCTOBER 9, 2023

Let's take a look at some of the many ways businesses can benefit from these new models to streamline operations and deliver faster and more accurate results.We’ll begin by looking at some real-world examples and then we’ll dive into more details of how these improved search capabilities can enhance your business.

Generative AI 346

Generative AI Artificial Inteligence How To Systems Review 346

AWS Machine Learning - AI

APRIL 30, 2025

Consider this: when you sign in to a software system, a log is recorded to make sure theres an accurate record of activityessential for accountability and security. An accountant will select specific transactions in both systems and choose Generate AI Rule. To learn more, see How Amazon Bedrock Agents works.

Artificial Inteligence 109

Artificial Inteligence Technical Review Software Review Generative AI 109

CIO

JANUARY 14, 2025

This means creating environments that enable innovation while ensuring system integrity and sustainability. This is the promise of modern enterprise architecture providing higher-level building blocks that enable innovation and rapid business reconfiguration while maintaining system integrity.

Technical Review 179

Technical Review Enterprise Technology Architecture 179

CIO

JANUARY 14, 2025

The 2024 Board of Directors Survey from Gartner , for example, found that 80% of non-executive directors believe their current board practices and structures are inadequate to effectively oversee AI. Its typical for organizations to test out an AI use case, launching a proof of concept and pilot to determine whether theyre placing a good bet.

Strategy 211

Strategy Fractional CTO Technical Advisors Generative AI 211

CIO

FEBRUARY 4, 2025

Capital One built Cloud Custodian initially to address the issue of dev/test systems left running with little utilization. Architects must combine functional requirements with multiple other long-term requirements to build sustainable systems. The rapid adoption of AI is making the challenge an order of magnitude worse.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

Henrik Warne

MAY 19, 2020

There are of course skeptics as well, for example pointing out that the exponential growth applies more to hardware than software. In symbolic AI, the goal is to build systems that can reason like humans do when solving problems. This idea dominated the first three decades of the AI field, and produced so called expert systems.

Artificial Inteligence 330

Artificial Inteligence Artificial Intelligence Systems Review Software Review 330

Honeycomb

DECEMBER 17, 2024

Recently, while building a toggle component, I needed to write a simple yet comprehensive suite of tests according to the guidelines of our design system. You want to make sure that the tests cover functionality as well as accessibility standards, and that the classNames are getting applied correctly.

Software Engineering 105

Software Engineering Software Review Engineering Software 105

AWS Machine Learning - AI

NOVEMBER 22, 2024

Reduced time and effort in testing and deploying AI workflows with SDK APIs and serverless infrastructure. Prerequisites Before implementing the new capabilities, make sure that you have the following: An AWS account In Amazon Bedrock: Create and test your base prompts for customer service interactions in Prompt Management.

Generative AI 125

Generative AI Artificial Inteligence Knowledge Base AWS 125

CIO

APRIL 21, 2025

Its going to be a tough year for banks to meet our budget and [be] where we want to be as an organization due to the uncertainly around tariffs. In terms of his supply chain, Leal says IT is trying to procure things as quickly as possible due to anticipated rising costs. We work closely with ops and finance to stay aligned.

Technical Review 124

Technical Review Systems Review Budget Banking 124

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 115

Artificial Inteligence Technical Review Healthcare Systems Review 115

O'Reilly Media - Ideas

APRIL 22, 2025

Simon Willison describes it perfectly : When I talk about vibe coding I mean building software with an LLM without reviewing the code it writes.” In my early days of using AI coding assistants, I was that person who meticulously reviewed every single line, often rewriting significant portions.

Software Review 105

Software Review Systems Review Technical Review Generative AI 105

AWS Machine Learning - AI

MAY 15, 2025

The banking industry has long struggled with the inefficiencies associated with repetitive processes such as information extraction, document review, and auditing. To address these inefficiencies, the implementation of advanced information extraction systems is crucial.

Artificial Inteligence 86

Artificial Inteligence Banking Groups Systems Review 86

CIO

NOVEMBER 27, 2024

For many organizations, preparing their data for AI is the first time they’ve looked at data in a cross-cutting way that shows the discrepancies between systems, says Eren Yahav, co-founder and CTO of AI coding assistant Tabnine. That’s a classic example of too much good is wasted.”

Data 211

Data Enterprise Weak Development Team Software Review 211

CIO

MARCH 24, 2025

Continuous training ensures that protecting patient data and systems becomes as second nature as protecting patients physical health. Breaches undermine that confidence: about 66% of patients say they would switch healthcare providers if a breach compromised their personal data due to poor security practices.

Training 128

Training Healthcare Technical Review Education 128

Hacker Earth Developers Blog

DECEMBER 25, 2024

For example, in tech hiring, many successful developers are self-taught or have bootcamp certifications rather than computer science degrees. Skills-based hiring leverages objective evaluations like coding challenges, technical assessments, and situational tests to focus on measurable performance rather than assumptions.

Recruiting 130

Recruiting Technical Review Software Review Metrics 130

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 114

Education Report Technical Review Generative AI 114

AWS Machine Learning - AI

APRIL 10, 2025

Solution overview To evaluate the effectiveness of RAG compared to model customization, we designed a comprehensive testing framework using a set of AWS-specific questions. Our study used Amazon Nova Micro and Amazon Nova Lite as baseline FMs and tested their performance across different configurations. Choose Next.

Case Study 126

Case Study Artificial Inteligence Study Generative AI 126

AWS Machine Learning - AI

MARCH 27, 2025

We provide practical examples for both SCP modifications and AWS Control Tower implementations. Instead, the system dynamically routes traffic across multiple Regions, maintaining optimal resource utilization and performance. The Amazon Bedrock heuristics-based routing system evaluates available Regions for request fulfillment.

Artificial Inteligence 121

Artificial Inteligence AWS Technical Review Policies 121

CIO

JANUARY 7, 2025

Brands struggling to activate AI in meaningful ways because most of their data is unstructured, incomplete, and full of biases due to how digital data has been captured over time on their websites and apps. For example, migrating workloads to the cloud doesnt always reduce costs and often requires some refactoring to improve scalability.

Technical Cofounder 215

Technical Cofounder Technical Review Weak Development Team Software Review 215

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 128

Technical Review Software Review Systems Review Lambda 128

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 131

Artificial Inteligence Generative AI AWS Applications 131

AWS Machine Learning - AI

NOVEMBER 19, 2024

Organizations possess extensive repositories of digital documents and data that may remain underutilized due to their unstructured and dispersed nature. Solution overview This section outlines the architecture designed for an email support system using generative AI.

Knowledge Base 111

Knowledge Base Generative AI Technical Review Lambda 111