Scott Berkun

JUNE 3, 2020

Minneapolis is a textbook example of this.” They are well funded compared to other unions (given the political nature of policing) giving them significant negotiating power with city governments. A primary duty of unions is to protect police jobs. “They are often the biggest opponent of reform minded chiefs.

System Design 129

System Design Systems Review System Culture 129

CIO

FEBRUARY 4, 2025

The cost-control focus fails to engage architects and engineers in rethinking how systems are designed, built and operated for greater efficiency. By integrating Green computing and GreenOps principles , enterprise architecture ensures that sustainability considerations are embedded at every stage of system design and operations.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

AWS Machine Learning - AI

MAY 1, 2025

Now lets understand the MCP workflow and how it interacts with an LLM to deliver you a response by using an example of a travel agent. For example, lets create a simple server with just one tool. You ask the agent to Book a 5-day trip to Europe in January and we like warm weather. The client disconnects from the MCP server.

Artificial Inteligence 120

Artificial Inteligence AWS Architecture Generative AI 120

Palo Alto Networks

DECEMBER 26, 2024

Building a Resilient Access Infrastructure A resilient security framework for remote OT environments must address the unique conditions and constraints of OT networks, especially where legacy equipment and older operating systems are prevalent.

Security 111

Security Systems Review Technical Review Software Review 111

CIO

NOVEMBER 19, 2024

An agent is part of an AI system designed to act autonomously, making decisions and taking action without direct human intervention or interaction. They tested the prompts, modified them to give better examples, changed the wording of what was being asked from the LLM and kept testing.

Case Study 203

Case Study Artificial Inteligence Study Architecture 203

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 129

Artificial Inteligence Generative AI AWS Applications 129

Erik Bernhardsson

AUGUST 28, 2017

Here’s a dumb extremely accurate rule I’m postulating* for software engineering projects: you need at least 3 examples before you solve the right problem. Example plz. The same reasoning applies to system design but with a very different conclusion. As an example, Luigi was the third attempt at solving the problem.

Software Engineering 175

Software Engineering Engineering Software Banking 175

CIO

APRIL 25, 2024

For example, an early version of the revised job-matching effort was rather, for the lack of a better word, rude. As an example, Bottaro referenced the part of the system designed to understand intent. Those first waves of hype around generative AI didn’t help. Or at least overly blunt.

Artificial Inteligence 209

Artificial Inteligence Generative AI Metrics Azure 209

Confluent

JULY 27, 2021

Serverless offerings in the cloud are a favorite among software engineers—a prime example are object stores such as AWS S3. For the system designer, however, it is an engineering challenge […].

Cloud 105

Cloud Serverless Software Engineering System Design 105

AWS Machine Learning - AI

MARCH 5, 2025

For example, if ground truth is generated by LLMs before the involvement of SMEs, SMEs will still be needed to identify which questions are fundamental to the business and then align the ground truth with business value as part of a human-in-the-loop process. For our example, we work with Anthropics Claude LLM on Amazon Bedrock.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

CIO

MARCH 9, 2022

Traditional data warehouses, for example, support datasets from multiple sources but require a consistent data structure. It’s common to compensate for the respective shortcomings of existing repositories by running multiple systems, for example, a data lake, several data warehouses, and other purpose-built systems.

Artificial Inteligence 178

Artificial Inteligence Data Artificial Intelligence Analytics 178

Lacework

NOVEMBER 1, 2023

Using a data orchestration tool, for example such as Apache Airflow 4 , an open source 5 tool for managing data engineering pipelines, customer data (CDB) is parsed in a local data warehouse within the customer home region.

System Design 52

System Design Systems Review System Data 52

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

Dzone - DevOps

AUGUST 21, 2024

This article explores generating JSON outputs generated from LLMs with an example of using a Node.js-powered Large Language Models (LLMs) LLMs are sophisticated AI systems designed to comprehend and produce human-like text, capable of handling tasks such as translation, summarization, and content creation.

Artificial Inteligence 92

Artificial Inteligence System Design Applications Examples 92

CIO

NOVEMBER 22, 2022

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. Walmart, for example, earned $13.6 As long-term customers’ digital uneasiness subsides, more are using technology their adapt longstanding shopping practices.

Retail 217

Retail Minimum Viable Product Architecture Artificial Inteligence 217

CIO

JUNE 24, 2024

For example, we’ve supported these customers, such as Castle Global i , SURFsara ii , and Graphcore iii , with the infrastructure they needed to power their innovation, and we’re using our experience, expertise, and key partnerships to help enterprises that are ready to begin their AI journey today.

Data Center 158

Data Center CTO Data Artificial Inteligence 158

TechCrunch

AUGUST 30, 2021

A new startup called Clay , backed by $8 million in seed funding, has built a system designed to help you be more thoughtful with the people in your life, which operates somewhat like a personal CRM. For example, they may be noted as a connection you made on LinkedIn, or someone you met in person or in an online meeting.

Tools 249

Tools Technical Review Systems Review Software Review 249

TechCrunch

FEBRUARY 8, 2021

A Chicago-based startup, Jiobit , wanted to make a better child location tracker than the bulky smartwatches and other insecurely designed products already on the market. So in 2018, it launched its own modular kid tracker — a small dongle of sorts that could be tied to shoelaces, belt loops, or school backpack, for example.

Wireless 183

Wireless Malware System Design Network 183

The Crazy Programmer

FEBRUARY 13, 2023

For example, Java developer, ReactJs Interview Questions for React developer, AngularJs Interview Questions for Angular developer and more. For example, is Java purely object-oriented language? You should know basic concepts like Load Balancing, Indexes, when to use SQL vs NoSQL databases, Distributed systems, Caching, etc.

Technical Review 133

Technical Review How To Software Review SDLC 133

James Shore

JULY 6, 2022

Architecture is as much a factor of organizational design as system design, as Conway’s Law reminds us. How have you seen organizational structures affect system architecure, either for good or for ill? What are some examples of complex architectures that could have been simplified?

System Architecture 111

System Architecture Architecture Agile System 111

AWS Machine Learning - AI

MARCH 13, 2025

Much like traditional business process automation through technology, the agentic AI architecture is the design of AI systems designed to resolve complex problems with limited or indirect human intervention.

Artificial Inteligence 95

Artificial Inteligence Lambda Travel Generative AI 95

TechCrunch

DECEMBER 1, 2020

Example of different codecs compressing the same frame. Content-aware encoding and decoding is probably the most versatile and easy to grasp advantage WaveOne claims to offer, but Bourdev also noted that the method is much more resistant to disruption from bandwidth issues.

Video 252

Video Hardware Technical Cofounder Artificial Inteligence 252

Cloudera

DECEMBER 3, 2021

They identified four main categories: capturing intent, system design, human judgement & oversight, regulations. An AI system trained on data has no context outside of that data. System Design. Systems should be designed with bias, causality and uncertainty in mind. Capturing Intent. Regulation.

Government 102

Government System Design Training Metrics 102

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. What are AI Agents? This contextual understanding enhances the models accuracy and applicability to the SOCs unique requirements.

Artificial Inteligence 70

Artificial Inteligence Software Review Compliance Systems Review 70

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 101

Generative AI Technical Review Insurance Policies 101

CIO

SEPTEMBER 27, 2022

ERPs were originally designed for manufacturing companies but have since expanded to serve nearly every industry, each of which can have its own ERP peculiarities and offerings. For example, government ERP uses contract lifecycle management (CLM) rather than traditional purchasing and follows government accounting rules rather than GAAP.

Resources 179

Resources Systems Review System Enterprise 179

CIO

AUGUST 26, 2024

The experience underscored the critical need for innovative solutions that bridge the gap between newcomers and the support systems designed to help them. For example, when working with a networking or telecom vendor, we concentrate on building trust and leveraging that relationship to deepen our team’s expertise.

Off-The-Shelf 186

Off-The-Shelf Sustainability Innovation Strategy 186

CIO

JUNE 26, 2023

Cloud providers offer expense tracking tools IBM’s acquisition of Apptio can be seen as a move to keep pace with rivals such as AWS, Microsoft and Google Cloud, as all of them have billing management systems designed to help customers manage cloud costs. Cloud cost management and optimization is the biggest pain point of enterprises.

Company 138

Company Google Cloud AWS Enterprise 138

Hacker Earth Developers Blog

DECEMBER 22, 2024

For example, a software engineer might be asked to write a piece of code that solves a specific problem, or a DevOps engineer may need to configure a continuous integration pipeline. For example, behavioral assessments could simulate high-pressure situations where candidates must demonstrate their decision-making skills.

Technical Review 130

Technical Review Weak Development Team Recruiting Software Review 130

CTOvision

OCTOBER 10, 2014

Consider, for example, these lessons learned from the attack side of the security community: When a motivated adversary wants to get in they will keep trying till they find a way. Adversaries are moving to any reachable part of the IT system, including storing code in volatile memory. Offense must inform defense.

Malware 104

Malware Architecture System Design Enterprise 104

AWS Machine Learning - AI

APRIL 3, 2024

The following is a high-level overview of how it works conceptually: Separate encoders – These models have separate encoders for each modality—a text encoder for text (for example, BERT or RoBERTa), image encoder for images (for example, CNN for images), and audio encoders for audio (for example, models like Wav2Vec).

Serverless 135

Serverless Artificial Inteligence Engineering Generative AI 135

Erik Bernhardsson

AUGUST 28, 2017

Here’s a dumb extremely accurate rule I’m postulating* for software engineering projects: you need at least 3 examples before you solve the right problem. Example plz. The same reasoning applies to system design but with a very different conclusion. As an example, Luigi was the third attempt at solving the problem.

Software Engineering 100

Software Engineering Engineering Software Banking 100

AWS Machine Learning - AI

SEPTEMBER 18, 2024

The following is an example of a synthetically generated offering for the construction industry: OneCompany Consulting Construction Consulting Services Offerings Introduction OneCompany Consulting is a premier construction consulting firm dedicated to. Our examples were manually created only for high-level guidance for simplicity.

Generative AI 127

Generative AI Artificial Inteligence Fractional CTO Guidelines 127

Netflix Tech

NOVEMBER 12, 2024

Now, let’s see how all this complexity is managed by having a unified Control Plane configuration. Control Plane The Data Gateway Platform Control Plane manages control settings for all abstractions and namespaces, including the Counter Abstraction.

Windows 101

Windows Systems Review Performance Infrastructure 101

Hacker Earth Developers Blog

DECEMBER 24, 2024

Example: If you’re hiring for a full-stack developer role, its essential to specify whether you’re looking for expertise in front-end technologies like React and Angular, back-end technologies like Node.js or Django, and whether the candidate should have experience working with cloud platforms or databases like AWS or MongoDB.

Technical Review 130

Technical Review Recruiting Weak Development Team Software Review 130

CIO

OCTOBER 15, 2024

One example is how DevOps teams use feature flags, which can drive agile experimentation by enabling product managers to test features and user experience variants. AI complements the work of developers and engineers, freeing up time for innovation, system design, and architecture,” says Andrea Malagodi, CIO of Sonar. “I

DevOps 214

DevOps Enterprise Software Review Technical Review 214

Cloudera

SEPTEMBER 20, 2022

However, if such a system creates inordinate suffering, for example by suddenly putting lots of professional artists out of work, that is clearly ethically problematic. But it is not a foregone conclusion that AI art systems will create such suffering — the devil is in the details. Data — where does it come from?

Artificial Inteligence 88

Artificial Inteligence System Design Artificial Intelligence System 88