News Aggregator

Unlocking AI’s Potential With Prompt Engineering

Aggregated on: 2023-11-28 16:27:40

In the rapidly evolving landscape of technology, artificial intelligence (AI) stands at the forefront, continually reshaping our interaction with digital systems. A crucial aspect of this evolution is the development and refinement of large language models (LLMs), which have become indispensable in various applications, from customer service bots to advanced data analysis. Central to harnessing the potential of these LLMs is the art and science of prompt engineering — a field that blends linguistics, psychology, and computer science to communicate effectively with AI. Introduction Prompt engineering is the skill of crafting concise, context-rich queries that guide AI to produce the most relevant and accurate responses. At its core, this practice involves understanding the nuances of natural language processing and the capabilities of LLMs. This intricate process hinges on two fundamental pillars: context setting and clear instructions, both of which play a pivotal role in shaping the AI's output.

Evolution of Software Architecture: From Monoliths to Microservices and Beyond

Aggregated on: 2023-11-28 16:27:40

In the vast and ever-evolving domain of software development, the architecture of software systems stands as a pivotal aspect, shaping not only how applications are built and maintained but also how they adapt to changing technological landscapes and business needs. This paper embarks on an exploratory journey through the evolution of software architecture, tracing its progression from the early days of monolithic designs to the contemporary era of microservices and serverless architectures. We delve into the fundamental shifts in architectural patterns, examining how each has been influenced by and has responded to the advancements in technology, the growing complexity of applications, and the evolving requirements of businesses. Our exploration begins with monolithic architectures, the bedrock of early software development, characterized by their unified and indivisible nature. We then transition to modular designs, heralding a new era of software architecture that emphasizes separation of concerns and encapsulation. Following this, we explore the emergence of Service-Oriented Architecture (SOA), a paradigm shift that underscores service reuse and interoperability. The narrative progresses to the rise of microservices architecture, a fine-grained approach building on the principles of SOA but with a greater emphasis on independence and scalability. Our journey extends to the realm of serverless computing, a paradigm that further abstracts and simplifies (or not ?) architectural complexities.

Are You Facing an Error When You Run the StartDagServerMaintenance.ps1 Script?

Aggregated on: 2023-11-28 16:27:40

In Exchange Server, if you need to do some maintenance work on a node and need to stop the services, restart the server, or shut down the server, it’s important to set the Exchange Server in maintenance mode. This allows you to stop and start the server with no impact. In the Exchange Server, the StartDagServerMaintenance.ps1 script is used to run various commands to put the Exchange server in maintenance mode. However, sometimes, when running the script, you may get the following error: VERBOSE: [Time UTC] Move-DagActiveCopy: Entering: `$MailboxServer=ExServer, `$Database= VERBOSE: [Time UTC] Move-DagActiveCopy: Moving all replicated active databases off server ExServer VERBOSE: [Time UTC] Move-DagActiveCopy: moving database 'DBName' off server 'ExServer' VERBOSE: [Time UTC] Move-DagMasterCopy: Entering: `$db=DBName, `$srcServer=ExServer, `$preferredTarget= VERBOSE: [Time UTC] Test-DagTargetCopy: Testing move criteria for DatabaseName\ExchangeServer, with `$Lossless=True and `$CICheck=False … VERBOSE: [Time UTC] Test-DagTargetCopy: Name='DatabaseName\ExchangeServer', Status='DisconnectedAndHealthy', CIStatus='Healthy', CopyQueueLength=0, ReplayQueueLength=0 VERBOSE: [Time UTC] Test-DagTargetCopy: Leaving (returning 'False') VERBOSE: [Time UTC] Test-DagTargetCopy: Testing move criteria for DBName\DR-ExServer, with `$Lossless=True and `$CICheck=False … VERBOSE: [Time UTC] Test-DagTargetCopy: Name='DBName\DR-ExServer', Status='DisconnectedAndHealthy', CIStatus='Healthy', CopyQueueLength=0, ReplayQueueLength=0 VERBOSE: [Time UTC] Test-DagTargetCopy: Leaving (returning 'False') VERBOSE: [Time UTC] Move-DagMasterCopy: 0 copies out of 3 for database DBName will be attempted for move. Log-Error : [Time UTC] Move-DagMasterCopy: Database 'DBName' *FAILED* to move! Now attempting to perform rollback to prevent a DB outage… At D:\Program Files\Microsoft\Exchange\V14\scripts\DagCommonLibrary.ps1:483 char:14 + Log-Error <<<< ($DagCommonLibrary_LocalizedStrings.res_0064 –f $db,"Move-DagMasterCopy") + CategoryInfo : NotSpecified: ( : ) [Write-Error], WriteErrorException + FullyQualifiedErrorId : Microsoft.PowerShell.Commands.WriteErrorException,Log-Error

Distributed Systems: CAP Theorem

Aggregated on: 2023-11-28 16:12:40

Welcome to the Distributed Systems series. In this article, we will learn and understand what the CAP theorem is. CAP stands for consistency, availability, and partition tolerance. When we talk about the CAP theorem, we mostly talk about distributed systems. First, let’s understand what a distributed system Is. A distributed system is a system that is made up of multiple processes that run on a single machine or multiple machines. In this lecture, we will learn about the CAP theorem from a distributed system perspective using a simple database analogy. What Is the CAP Theorem? CAP theorem states that in a Distributed System, while network partition occurs, we can only choose either consistency or availability. This was coined by Eric Brewer to understand distributed systems. CAP stands for consistency, availability, and partition tolerance.

An In-Depth Exploration of REST, gRPC, and GraphQL in Web Projects

Aggregated on: 2023-11-28 15:42:39

In the dynamic landscape of web development, the choice of an API technology plays a pivotal role in determining the success and efficiency of a project. In this article, we embark on a comprehensive exploration of three prominent contenders: REST, gRPC, and GraphQL. Each of these technologies brings its own set of strengths and capabilities to the table, catering to different use cases and development scenarios. What Is REST? REST API, or Representational State Transfer Application Programming Interface, is a set of architectural principles and conventions for building web services. It provides a standardized way for different software applications to communicate with each other over the Internet. REST is often used in the context of web development to create scalable and maintainable APIs that can be easily consumed by a variety of clients, such as web browsers or mobile applications.

Unleashing Greatness: Alexander the Great's Journey With Generative AI

Aggregated on: 2023-11-28 15:42:39

Alexander the Great’s Greatness Is a Subject of Fascination and Admiration for Several Reasons Alexander, by age 30, created a vast empire from Greece to India, showcasing tactical brilliance and leadership. His conquests led to the Hellenistic era, blending Greek culture with conquered regions impacting art, science, and philosophy. A student of Aristotle, he valued intellectual pursuits and founded cities of learning. Alexander's visionary leadership aimed at a unified world empire, and he showed tolerance towards conquered people's customs, facilitating cultural assimilation. His legacy persisted through the Diadochi, spreading Hellenistic culture and influencing future leaders. Aristotle's Role in Mentoring Alexander the Great Aristotle served as Alexander's tutor, shaping his education and influencing his intellectual and leadership development. Key areas of impact include philosophy and ethics, where Aristotle fostered critical thinking and ethical values. Exposure to Greek literature and poetry contributed to Alexander's appreciation for culture and the arts. Aristotle's teachings on science and natural philosophy provided a foundation for Alexander's interactions with diverse cultures. While not a conventional political mentor, Aristotle's insights on governance informed Alexander's leadership and strategies. Aristotle's emphasis on critical thinking played a role in Alexander's military strategy, and his rigorous teaching methods instilled discipline and intellectual rigor in Alexander's pursuit of knowledge.

How To Use CDN in Your Website

Aggregated on: 2023-11-28 15:27:39

A CDN's mission involves virtually shortening the physical distance to improve site rendering speed and performance. Physical Distance? Yes, you read it right.

Implementing Data Lakes in Data Management

Aggregated on: 2023-11-28 14:42:39

The digital age has ushered in an unprecedented era of data proliferation. Organizations are grappling with complex datasets that extend beyond traditional databases, straining resources and presenting challenges in data management. In the face of this rising tide of data, the need for robust, scalable, and flexible data storage solutions has never been more pressing. Enter Data Lakes—a solution offering an architecture that unifies your data ecosystem, serving as the cornerstone of modern data management strategies. The Data Landscape Data management has come a long way from the rigidly structured relational databases that marked its early days. Even as NoSQL databases brought flexibility to data storage, they did not fully address the complexities of modern big data. The tapestry of today's data landscape is woven with threads as diverse as structured financial data to unstructured social media comments. The sheer volume and variety of data require an evolved storage and processing mechanism, making the case for the adoption of Data Lakes ever stronger.

Real-Time Anomaly Detection

Aggregated on: 2023-11-28 14:27:39

Improving an organization's overall data capabilities enables teams to operate more efficiently. Emerging technologies have brought real-time data closer to business users, which plays a critical role in effective decision-making. In data analytics, the "hot path" and "cold path" refer to two distinct processing routes for handling data. The hot path involves real-time or near-real-time processing of data, where information is analyzed and acted upon immediately as it arrives. This path is crucial for time-sensitive applications, enabling quick responses to emerging trends or events. On the other hand, the cold path involves the batch processing of historical or less time-sensitive data, allowing for in-depth analysis, long-term trends identification, and comprehensive reporting, making it ideal for strategic planning and retrospective insights in data analytics workflows.

A Comprehensive Guide to Cloud Monitoring Tools: Ensuring Optimal Performance and Security

Aggregated on: 2023-11-28 14:12:39

With its ability to scale, be flexible, and be cost-effective, cloud computing has completely changed how businesses operate. However, it can be difficult to manage and keep an eye on the intricate infrastructure of cloud environments. Tools for monitoring the cloud in this situation are useful. With the help of these potent tools, businesses can monitor the performance, availability, and security of their cloud resources in real-time. Organizations can now take advantage of scalable resources and increased flexibility thanks to the rapid transformation of the IT landscape brought about by cloud computing. The need for reliable monitoring solutions to guarantee top performance, security, and cost-effectiveness is one of the new challenges brought about by this shift. Tools for cloud monitoring are now indispensable allies in the management of complicated cloud environments. These tools give companies the ability to monitor their cloud infrastructure in real time, spot problems early, take proactive measures to fix them, and maximize resource usage.

Extracting Table Structures

Aggregated on: 2023-11-28 12:42:39

This document outlines the process of extracting table structures from SQL Server databases, converting them to JSON format, keeping them in Azure Studio, and then loading them into BigQuery using Cloud Data Fusion. The data types of the SQL Server data are converted to their corresponding BigQuery data types to ensure compatibility and accurate data analysis. The process involves creating a JSON file with the converted data types and adding additional metadata columns. This file is then used in the Terraform code to define the infrastructure resources. Azure DevOps is integrated into the project to automate the infrastructure provisioning and data pipeline deployment.

Demystifying Static Mocking With Mockito

Aggregated on: 2023-11-28 12:27:39

These days, writing tests is a standard part of development. Unfortunately, we need to deal from time to time with a situation when a static method is invoked by a tested component. Our goal is to mitigate this part and avoid third-party component behavior. This article sheds light on the mocking of static methods by using the "inline mock maker" introduced by Mockito in the 3.4 version. In other words, this article explains Mockito.mockStatic method in order to help us with unwanted invocation of the static method. In This Article, You Will Learn How to mock and verify static methods with mockStatic feature How to setup mockStatic in different Mockito versions Introduction Many times, we have to deal with a situation when our code invokes a static method. It can be our own code (e.g., some utility class or class from a third-party library). The main concern in unit testing is to focus on the tested component and ignore the behavior of any other component (including static methods). An example is when a tested method in component A is calling an unrelated static method from component B.

Unblock Your Software Engineers With Unblocked

Aggregated on: 2023-11-27 19:42:39

Developers spend weeks or even months onboarding at a new company. Getting up to speed in a new codebase takes time. During this time, the developer will have many questions (as they should)! However, those questions interrupt other team members who must stop what they’re doing to provide answers. Most engineering organizations face the dilemma of ensuring the new developer gets the support they need without slowing down the rest of the team too much.

5 Steps To Tame Unplanned Work

Aggregated on: 2023-11-27 19:27:39

In an ideal world, there are no zero-day security patches that absolutely must be applied today. There are no system outages - shortage never becomes full; APIs don't stop accepting parameters they accepted yesterday, users don't call support desks with tricky problems and everyone else writes code as good as you do so there are no bugs. Maybe one day, but until then, there is unplanned but urgent work. Whether you call it DevOps, support, maintenance, or some other euphemism, it is work that just appears and demands to be done. The problem is this work is highly disruptive and destroys the best-laid plans.

Integration of Big Data in Data Management

Aggregated on: 2023-11-27 18:27:39

Charting the Intricacies of Merging Big Data with Traditional Data Management Systems The dawn of the digital age has led to an exponential increase in data creation, pushing the boundaries of what traditional data management systems can handle. Just a decade ago, businesses could operate smoothly with relational databases and simple ETL processes. However, the tides have turned, and what we are dealing with now is a deluge of data that defies the very principles on which traditional data management systems were built. In this new paradigm, big data — characterized by its high volume, velocity, and variety — has become the focal point of technological innovations. From e-commerce giants and global banks to healthcare organizations and even government agencies, big data is redefining how decisions are made and operations are conducted. The sheer potential of insights to be garnered is too significant to ignore.

Mastering Cloud Migration: Best Practices to Make it a Success

Aggregated on: 2023-11-27 18:27:39

Cloud migration projects are picking up pace as top executives are pushing for more efficiency and cost savings. And it may be tempting to say that cloud is the answer and that it’s the way to go for everyone. It may be tempting, but it’s not quite true. Throughout my professional career as an engineer, I’ve seen different scenarios, from middle-size companies deciding to move to the cloud to enterprise-grade corporations making a choice in favor of on-prem infrastructure. And I know that path is anything but straightforward. If your team is getting ready for cloud migration, this article will provide you with an actionable approach to the task at hand.

Embrace the Power of Open-Source Cloud Offerings

Aggregated on: 2023-11-27 18:27:39

Organizations now manage and deliver their IT services in a completely new way thanks to the development of cloud computing. Cloud platforms offer cost-effectiveness, scalability, and flexibility, allowing companies to concentrate on their core competencies. Despite the market’s dominance by proprietary cloud solutions, open-source cloud offerings provide a strong alternative. For organizations looking for more control, customization, and interoperability, these platforms — developed and maintained by thriving communities — offer a variety of benefits and opportunities. In this article, we will explore the benefits and highlight some popular open-source cloud offerings.

Effective Testing Strategies for Salesforce Custom Applications

Aggregated on: 2023-11-27 18:12:39

In today's rapidly evolving digital landscape, businesses frequently opt for platform-based solutions to develop their applications. Salesforce, with its robust, feature-rich environment, stands out as a popular choice. However, ensuring the quality and functionality of applications customized on such platforms requires a distinct approach to testing. Unlike traditional software testing, where the focus is often on every layer of the technology stack, testing applications developed on platforms like Salesforce shifts the emphasis to the interplay between the platform's native capabilities and the bespoke customizations. Understanding Platform Dynamics The foremost step in this testing process is recognizing the inherent stability and reliability of the Salesforce platform. The responsibility of the QA team, thus, pivots to concentrating on the custom components – such as custom objects, fields, Apex classes, Visualforce pages, Lightning components, and the specific business logic implemented. This approach entails a deep dive into how these custom elements integrate with Salesforce's standard functionalities, ensuring they align seamlessly with business processes and objectives.

Securing the Cloud: Navigating the Frontier of Cloud Security

Aggregated on: 2023-11-27 18:12:39

In the digital age, where data is the lifeblood of organizations, the cloud has emerged as a game-changer, providing unparalleled agility, scalability, and accessibility. However, this transformative technology comes with its own set of challenges, chief among them being the imperative to fortify cloud security. This article takes a comprehensive look at the complexities of cloud security, examining the key considerations, best practices, and the evolving landscape of safeguarding data in the cloud. Understanding Cloud Security Cloud security refers to the set of policies, technologies, and controls implemented to protect data, applications, and infrastructure hosted in the cloud. As businesses increasingly migrate to cloud environments, ensuring the confidentiality, integrity, and availability of data becomes paramount. Cloud security encompasses a shared responsibility model, where both the cloud service provider (CSP) and the customer play vital roles in safeguarding information.

What Makes AI-Powered Mobile Apps Stand Out in Today's Market?

Aggregated on: 2023-11-27 17:27:39

Introduction To AI-Powered Mobile Apps Mobile applications have become an essential part of our lives in today's fast-paced and technologically evolved society. There is an app for practically everything, from shopping to transportation to food delivery. The fast evolution of Artificial Intelligence (AI) has accelerated mobile app development. AI-powered mobile applications are transforming how we interact with our devices, providing tailored experiences and better capabilities. In this post, we will look at the emergence of AI in mobile app development, the benefits it provides, and some successful instances from various sectors. The Rise of AI in Mobile App Development AI has made remarkable developments in recent years and is now being incorporated into a variety of businesses. Mobile app development is no different. To provide tailored experiences, AI-powered mobile apps utilize machine learning algorithms to assess user behavior, preferences, and data. As a consequence, applications that are not only intuitive but also capable of detecting user needs and adjusting to their preferences have been developed. Mobile applications can already comprehend natural language, detect photos, and even deliver real-time translation services thanks to artificial intelligence. This degree of intelligence has changed the way we engage with our devices, opening up a whole new world of possibilities.

Building a Dynamic Chat Application: Setting Up ChatGPT in FastAPI and Displaying Conversations in ReactJS

Aggregated on: 2023-11-27 17:27:39

In the ever-evolving landscape of web development, creating engaging and interactive chat applications has become a popular and challenging task. Leveraging powerful tools like ChatGPT, FastAPI, and ReactJS, developers can craft dynamic and intelligent conversational interfaces. This blog will guide you through the process of setting up ChatGPT in a FastAPI backend and seamlessly integrating it with a ReactJS frontend to create a fully functional chat application. Understanding the Technologies ChatGPT: An Overview ChatGPT, developed by OpenAI, is a state-of-the-art language model that utilizes the GPT (Generative Pre-trained Transformer) architecture. It can generate human-like text based on the input it receives, making it an ideal candidate for creating conversational interfaces.

PHP 8.2.12 Release that Every Developer Must Know About

Aggregated on: 2023-11-27 17:12:39

PHP 8.2.12, released on 26 October 2023, is the latest bug fix update of the PHP 8.2 series. This release does not introduce new features but addresses issues in previous versions. These fixes range from core PHP functionalities to specific modules. Furthermore, PHP 8.2.12 is a PHP-supported release, which increases its significance. This article will provide a comprehensive outlook on all the issues and how they are addressed in this update.

The Scrum Trap

Aggregated on: 2023-11-27 16:42:39

Scrum is a purposefully incomplete framework. Consequently, it needs to be augmented with tools and practices to apply its theoretical foundation to an organization’s business reality: what problems shall be solved for whom in which market? Moreover, there is an organization’s culture to take into account. However, the intentional “gap” is not a free-for-all to accept whatever comes to mind or is convenient. Some tools and practices have proven highly effective in supporting Scrum’s application and reaping its benefits. And then there are others — the Scrum trap.

Optimizing Coroutine Execution

Aggregated on: 2023-11-27 16:42:39

Building upon our foundational understanding of coroutines in Unity, as explored in a prior article, we're poised to explore the core mechanics behind coroutine execution in Python. This article aims to delve into two pivotal aspects defining the potency of coroutines: yielding and its correlation with Python's operational flow. Yielding, a linchpin in coroutine functionality, facilitates the pausing of a coroutine's operation, allowing other routines to take precedence. This feature empowers the creation of asynchronous code that waits for specific conditions, such as time-based delays or external data, before resuming execution. We'll delve into different yield statements in Python akin to yield and elaborate on their effects on coroutine behavior.

How To Handle UI Components Using Playwright

Aggregated on: 2023-11-27 16:42:39

Overview of UI Components The user interface (UI) component is a discrete unit or module that we use to perform some tasks and showcase certain staff in the UI. Some of the examples of UI components that we generally use in UI are buttons, checkboxes, radio buttons, and menus. UI components are frequently pre-built or customizable, making it simpler for developers and designers to create unified and consistent user interfaces, which saves cost and development time. Moreover, UI components provide easy upkeep, updating, and consistency of design across many applications or website pages.

DDD and Microservices

Aggregated on: 2023-11-27 16:27:39

Domain-Driven Design (DDD) is a software development methodology that emphasizes the importance of modeling a software system based on the real-world domain it represents. DDD is particularly useful for complex applications with intricate business logic. It was introduced by Eric Evans in his book “Domain-Driven Design: Tackling Complexity in the Heart of Software.” Basic Concepts in DDD Domain: The central focus of DDD is the domain, which represents the core business problem that the software addresses. Entities: These are objects with distinct identities and lifecycles within the domain. They have attributes and behaviors. Value objects: Value objects are objects without distinct identities. They represent attributes that are conceptually distinct within the domain. Aggregates: Aggregates are groups of related entities and value objects treated as a single unit. They are often responsible for enforcing consistency and maintaining data integrity. In other words, you are creating meaningful relations between two or more value objects. Repositories: Repositories provide an abstraction for data access, allowing the application to interact with aggregates. Services: Services represent actions or behaviors that don’t naturally belong to a single entity or value object. Bounded contexts: A bounded context defines a specific, self-contained part of the domain where the domain model and its concepts have clear and consistent meanings. DDD helps developers create software that is closely aligned with the business domain, making it easier to understand, maintain, and evolve over time.

ChatGPT Applications: Unleashing the Potential Across Industries

Aggregated on: 2023-11-27 16:12:39

Artificial intelligence has quickly and confidently filled the entire information space and is used everywhere. Numerous use cases for ChatGPT demonstrate its potential for multiple industries. According to data from Statista, one-quarter of American companies saved about $70,000 thanks to ChatGPT. Another 11% of companies saved more than $100,000. In this article, we will explore the most common use cases of ChatGPT today.

Generative AI Leverage in Application Modernization

Aggregated on: 2023-11-27 16:12:39

Application modernization is the process of updating legacy applications, leveraging modern technologies, and enhancing performance. It can be made adaptable to evolving business speeds by infusing cloud-native principles like DevOps, infrastructure-as-code, and so on. Treatment of legacy applications could range from a complete re-write to a re-host based on the value, criticality and objectives. It is also a known fact that benefits are highest for rewrites as it provides an opportunity to get to the true cloud-native model with a high degree of agility and speed. Many CIOs/CTOs are hesitant to invest due to the cost and timelines involved in realizing value while being able to balance between high investment re-write initiatives vis-à-vis low-value rehost approaches. Service providers and tooling vendors are trying to address this space by building accelerators that could be customized for enterprise consumption that help accelerate specific areas of modernization: Evolvware, IBM Consulting Cloud Accelerators, and cloud service provider (AWS, Azure, GCP etc.) specific tools. While attempting to drive acceleration and optimize cost of modernization, Generative AI is becoming a critical enabler to drive change in how we accelerate modernization programs. This article focuses on Generative AI possibilities in application modernization process. Application Modernization Overview Application modernization starts with assessment of current legacy applications, data and infrastructure and applying the right modernization strategy (rehost, re-platform, refactor, or rebuild) to achieve the desired result. While rebuilding results in maximum benefit, there is a need for high degree of investment, whereas rehosting is about moving applications and data to the cloud without any optimization and this requires less investments while value is low. Modernized applications are deployed, monitored, and maintained, with ongoing iterations to keep pace with technology and business advancements. Typical benefits realized would range from increased agility, cost-effectiveness, and competitiveness, while challenges include complexity and resource demands. Many enterprises are realizing that moving to cloud is not giving them the desired value nor agility/speed beyond basic platform-level automation. The real problem lies in how the IT is organized, which reflects in how their current applications/services are built and managed (refer Conway’s law). This, in turn, leads to the following challenges:

How To Set up a Push Notification Service in 30 Minutes or Less

Aggregated on: 2023-11-27 15:42:39

Staying connected with your users is more important than ever. That’s where push notifications come in — they are not just a feature but a fundamental tool for user engagement and business growth. Recognizing this, we have dedicated months to developing, tweaking, and rigorously testing a powerful solution: an agnostic push notification microservice. We invested considerable time perfecting it, ensuring it stands robust and ready for any production environment. Developed using the AWS Cloud Development Kit (CDK) and JavaScript, it embodies flexibility, efficiency, and reliability. As an open-source project under the MIT License, you can use it freely in your projects.

Hello Woo. Writing Your First Script Using the Woocommerce API

Aggregated on: 2023-11-27 15:27:39

A lot of folks know about the WooCommerce API but just haven’t gotten around to using it. Others are just learning about it. Still, other folks might have attempted to use it but got stuck somewhere along the way and went back to the good old ways of doing things. The truth is, the WooCommerce API isn’t especially complicated but – like any new technique or product feature – it does take a little getting used to. The best way to get up to speed on something like this is to find a nice, simple, easy-to-understand tutorial that takes you step by step through a process – even if it’s not the most real-world example. Nothing over-the-top – just a quick proof of concept script to see if, and how, you can get it working. Something that will let you render a page like this:

You’re Wasting Time With Your Daily Standup

Aggregated on: 2023-11-27 15:12:39

Let’s say you’ve got 8 people on one of your engineering squads. Your daily standup takes 15 minutes a day. That’s 75 minutes per week, or roughly 3750 minutes per person. You’ve got 8 people, so that’s 30,000 minutes each year for your team or 500 hours.

Send Slack Notification When Pod Is in "Crashloopbackoff" State

Aggregated on: 2023-11-27 15:12:39

Projectsveltos is a Kubernetes add-on controller that simplifies the deployment and management of add-ons and applications across multiple clusters. It runs in the management cluster and can programmatically deploy and manage add-ons and applications on any cluster in the fleet, including the management cluster itself. Sveltos supports a variety of add-on formats, including Helm charts, raw YAML, Kustomize, Carvel ytt, and Jsonnet. Projectsveltos, though, goes beyond managing add-ons and applications across a fleet of #Kubernetes Clusters. It can also proactively monitor cluster health and provide real-time notifications.

Program To Force Copy SAP Bex Queries

Aggregated on: 2023-11-27 15:12:39

Applies To SAP BI/BW 7.0, 7.1, 7.2, 7.3 etc. For more information. Summary This article aims to demonstrate how to force copy Bex query designer queries from one Infoprovider to another, which have different structures. (I.e., not all fields of the source infoprovider are present in the target infoprovider).

Measuring Customer Support Sentiment Analysis With GPT, Airbyte, and MindsDB

Aggregated on: 2023-11-27 14:42:39

Understanding customer sentiment is essential to excellent customer service. The sentiments expressed in customer support tools hold the key to unlocking valuable insights that drive better decision-making and enhance customer experiences. By combining the power of GPT models, Airbyte data sync capabilities, and MindsDB's AI logic automation, businesses can gain actionable insights and revolutionize their customer service strategies. In this tutorial, we’ll set up sentiment analysis of Intercom chats, empowering you to understand your customers at a deeper level and enhance their satisfaction.

Speed Trino Queries With These Performance-Tuning Tips

Aggregated on: 2023-11-27 14:42:39

An open-source distributed SQL query engine, Trino is widely used for data analytics on distributed data storage. Optimizing Trino to make it faster can help organizations achieve quicker insights and better user experiences, as well as cut costs and improve infrastructure efficiency and scalability. But how do we do that? In this article, we will show you how to tune Trino by helping you identify performance bottlenecks and provide tuning tips that you can practice.

Transitioning From Point-To-Point to an API-Centric Approach

Aggregated on: 2023-11-27 14:27:39

Discover more in this article about the transformative shift in integration strategies. Integration has undergone a significant evolution, and the introduction of API-centric approaches has marked a revolutionary paradigm shift. This article will delve into the transformation of integration, showcasing essential statistics, presenting examples, and offering practical recommendations for embracing this transformative era. As outlined in the 2023 Connectivity Benchmark Report by MuleSoft in collaboration with Deloitte Digital, a noteworthy 93% of organizations have established a distinct API integration strategy. Additionally, a comprehensive 92% of these organizations emphasize the necessity for both integration and automation across various business departments to achieve optimal outcomes. These statistics underscore the pivotal role of integration in today's hyper-connected world.

Enterprise AI Platform With Amazon Bedrock

Aggregated on: 2023-11-27 14:27:39

What Is the Enterprise GEN-AI Platform? The release of ChatGPT by OpenAI has shown many businesses the immense potential of large language models and the power of GENERATIVE AI. As a result, companies of all sizes across industries like retail, travel, healthcare, and finance are rushing toward adopting GENERATIVE AI to boost productivity and foster innovation for better outcomes and values to the customers. Organizations have multiple options for leveraging these powerful AI capabilities in their eco-system by designing and building a robust, scalable Gen AI platform. They can either set up a private infrastructure to run open-source models by fine-tuning with domain-specific data from their own business. Or they can utilize vendor APIs to access proprietary closed models hosted externally. The possibilities are endless for harnessing generative AI to solve real business challenges and move beyond prototypes into full-scale implementations that generate tangible gains. Companies are racing to capitalize on this technology and translate the initial excitement into concrete benefits.

Micro-frontends Using React: The Complete Guide

Aggregated on: 2023-11-27 13:42:39

Frontend development comes with a lot of challenges. Finding ways to simplify the development process and accelerate the execution of tasks is the goal of every development team. Having team members collaborate on tasks when working on a large, complex product is extremely difficult. Thankfully, micro-frontends offer solutions to these challenges. Micro-frontends entail the splitting of frontend monoliths into several smaller, easier-to-manage pieces. This development architecture is crucial as it can improve the effectiveness and efficiency of developers working on front-end code. This article will explore what micro frontends are with React and their benefits, downsides, implementation options, and micro-frontend architecture. We will also provide examples in order to help you grasp everything on a practical level.

Collaboration Between Humans and AI

Aggregated on: 2023-11-27 13:27:39

Our understanding of AI concepts in relation to human intelligence and the similarities we observe between them tend to place them in competition or, at the very least, in opposition. The recent advent of generative AI has propelled advanced information processing technologies onto a trajectory that suggests they may be capable of imitating, replacing, or even surpassing the workings of human intelligence in the long term.

Introducing the Apache JMeter Docker Extension

Aggregated on: 2023-11-27 13:27:39

Docker Extensions was announced as a beta at DockerCon 2022. Docker Extensions became generally available in January 2023. Developing performance tools' related extensions was on my to-do list for a long time. Due to my master's degree, I couldn't spend time learning Docker Extensions SDK. I expected someone would have created the extension by now, considering it's almost 2024. It's surprising to me that none has been developed as far as I know. But no more. Introducing the Apache JMeter Docker Extension. Now, you can run Apache JMeter tests in Docker Desktop without installing JMeter locally. In this blog post, we will explore how to get started with this extension and understand its functionality. We will also cover generating HTML reports and other related topics. About Docker Extensions Docker Extensions enables third parties to extend the functionalities of Docker by integrating their tools. Think of it like a mobile app store but for Docker.

Introduction to Snowflake for Beginners

Aggregated on: 2023-11-27 12:57:39

Snowflake's evolution over the last few years is simply amazing. It is currently a data platform with a great ecosystem both in terms of partners and a wide variety of components like snowgrid, snowpark, or streamlit, but in this article, we are not going to focus on its role as a modern cloud-based data warehouse. It revolutionizes the traditional concept of data warehousing; it offers a more agile and scalable platform that separates storage, computing, and services, allowing each component to scale independently. This means you can store unlimited data, ramp up or down your computing resources based on your querying needs, and only pay for what you use. Currently, we can say that Snowflake is mainly an Online Analytical Processing (OLAP) type solution, but as we see further on, it is evolving to provide transactional and analytical capabilities in a single platform. Below is a high-level architecture diagram showing the layers that are part of Snowflake.

How to Deploy GitLab on AWS EC2 With Walrus

Aggregated on: 2023-11-26 18:57:39

Walrus, the open-source application management platform, equips your team with templates designed to optimize best practices. In this article, we'll walk you through the process of creating an AWS GitLab template and deploying a GitLab server on an AWS EC2 instance. Prerequisites A GitHub or GitLab Repository for storing the template.

Emulating the History Command Within a Bash Script

Aggregated on: 2023-11-26 18:42:39

In the world of Unix-like operating systems, the command line is a powerful and efficient way to interact with your computer. Over time, as you work with your system, you might wonder: "How can I use a kind of history command to recall past commands within the interactivity of a bash script?" I am seeking a script that offers a consistent interactive environment, enabling me as a user to navigate through and execute previous commands seamlessly using arrow keys. The desired functionality involves the ability to scroll through a history of commands on the same input line, similar to the experience in the Bash shell.

Kubernetes vs. Amazon ECS: Container Orchestration Comparison

Aggregated on: 2023-11-25 17:57:38

As you may know, many orchestration tools exist to manage and scale microservices. But, in this case, we will talk about the two most extensive mechanisms: Kubernetes vs. Amazon ECS. In this article, we will review each of them individually. We’re going to talk about their pros and cons. Ultimately, depending on your company's needs, we’ll decide which one is the right container orchestration tool for your web application.

Web Accessibility Testing: A Necessity for Digital Equality

Aggregated on: 2023-11-25 17:42:38

Today, websites and applications are vital tools for communication, commerce, education, and more. Ensuring that these digital platforms are accessible to everyone, regardless of disability or impairment, is both a social responsibility and a business imperative for companies in the digital economy. Web accessibility and accessibility testing are a cornerstone, ensuring that everyone, including individuals with disabilities, can effectively perceive, understand, navigate, and interact with digital content. However, achieving comprehensive web accessibility is not without its challenges. In this article, we explore accessibility testing, why it’s essential, its challenges for companies and digital product teams, and the benefits of incorporating web accessibility testing into your organization’s application development lifecycle. Web Accessibility Challenges Let’s delve into some common challenges organizations face in pursuing web accessibility. Understanding and overcoming these challenges is crucial to incorporating web accessibility into your application design, development, and testing processes.

GitHub Shared Responsibility Model and Source Code Protection

Aggregated on: 2023-11-25 17:27:38

It is human nature to start thinking about a problem after it has already occurred — we don’t like to learn from somebody’s mistakes, though it is a good idea. But what if we consider a situation when the GitHub online code repository stops working for a while? Well, such things happen sometimes, though GitHub is a highly reliable vendor with numerous compliance certificates and standards, like ISO/IEC 27001:2013, GDPR, FedRAM LI-SaaS ATO, SOC 1, and SOC 2, and it is a Trusted Cloud Provider with CSA. Still, starting to use GitHub as a git repository service, it is great to know from the beginning what your responsibilities, as a user, are and what GitHub can guarantee. So, let’s figure out what both parties are responsible for and how it works because usually, customers don’t even think about this mentioned Shared Responsibility Model.

Transforming Business Outcomes Through Strategic NoSQL Database Selection

Aggregated on: 2023-11-25 16:57:38

We often dwell on the technical aspects of database selection, focusing on performance metrics, storage capacity, and querying capabilities. Yet, the impact of choosing the right NoSQL database goes beyond these parameters; it affects your business outcomes. In a detailed article, we've discussed how to align a NoSQL database with specific business needs. Here, let's shift gears and examine how making a strategic choice in your NoSQL database can redefine the very essence of your business — scaling, market agility, and competitive advantage. The New Decision Matrix: Beyond Performance Metrics Performance metrics are pivotal, no doubt. Factors like read and write speed, latency, and data distribution methods are essential. Yet, they are often evaluated in isolation, removed from the business context. How do these metrics translate into real-world value for your business? For instance, rapid read and write operations are crucial for applications requiring real-time data analytics. But if your application primarily revolves around batch processing of large datasets, then focusing on write speed could mislead your selection process.

Docker Swarm: Simplifying Container Orchestration at Scale

Aggregated on: 2023-11-25 16:42:38

It can be difficult to manage and orchestrate containers across a distributed infrastructure in the world of containerization and cloud computing. A simple and scalable method for deploying, scaling, and managing containers across multiple hosts is provided by Docker Swarm, a native clustering and orchestration solution from Docker. This article explores the fundamentals of Docker Swarm, its key features, and why it has become a popular choice for container orchestration.

Does AI-Generated Code Need To Be Tested Even More?

Aggregated on: 2023-11-24 22:42:37

AI-powered tools for writing code, such as GitHub Copilot, are increasingly popular in software development. These tools promise to boost productivity, but some also claim that they democratize programming by allowing non-programmers to write applications. But how do we actually know whether the code written by an AI tool is fit for purpose?

Understanding JWKS (JSON Web Key Set)

Aggregated on: 2023-11-24 20:57:37

JWTs or JSON Web Tokens are most commonly used to identify authenticated users and validate API requests. Part of this verification process requires the use of cryptographic keys to validate the integrity of the JWT to make sure it has not been tampered with. The set of keys used for this process is called JWKS or JSON Web Key Set. In this blog post, we will go over what JWKS are and how they are used. What Are JSON Web Keys (JWKS)? JSON Web Keys (JWKs) are a JSON data structure that represents cryptographic keys. These keys are primarily used for verifying JWTs in OAuth flows. JWKs are designed to be easily exchanged, making them a standardized and interoperable format for representing cryptographic keys.