News AggregatorWhy Ottava?Aggregated on: 2023-12-07 16:12:45 Alright, folks, gather around! In a world where spreadsheets and databases can be a real snooze-fest, Ottava is here to set your data dreams on fire. We're not just software; we're a game-changer, a data revolution like no other. But hey, have you ever wondered how Ottava came to life? Get ready for a behind-the-scenes journey that's more inspiring than you'd expect. Who Are We? What Is Our Story, and Why Do We Understand Spreadsheets That Much? In 2005, Ottava's journey began, inspired by the pioneer ZK framework, a game-changer in web UI development. We started with simple UI components and gradually evolved to create ZK Spreadsheet. More than a decade of dedication to the spreadsheet domain led us to Keikai, the next-gen web spreadsheet framework. View more...Canary Releases With Apache APISIXAggregated on: 2023-12-07 16:12:45 In a few words, the idea of canary releases is to deliver a new software version to only a fraction of the users, analyze the results, and decide whether to proceed further or not. If results are not aligned with expectations, roll back; if they are, increase the number of users exposed until all users benefit from the new version. In this post, I'd like to detail this introduction briefly, explain different ways to define the fraction, and show how to execute it with Apache APISIX. View more...Problems With FinalizerAggregated on: 2023-12-07 16:12:45 In Java, the finalize method has been part of the language since its early days, offering a mechanism to perform cleanup activities before an object is garbage collected. However, using finalizers has come under scrutiny due to several performance-related concerns. As of Java 9, the finalize method has been deprecated, and its use is highly discouraged. Delayed Garbage Collection Finalizers can substantially slow down the garbage collection process. When an object is ready to be collected but has the finalize method, the garbage collector must call this method and then re-check the object in the next garbage collection cycle. This two-step process delays memory reclamation, leading to increased memory usage and potential memory leaks. View more...Why Is the Future of AI Chips Important in Neuromorphic Computing?Aggregated on: 2023-12-07 15:57:45 AI holds significant promise for the IoT, but running these models on IoT semiconductors is challenging. These devices’ limited hardware makes running intelligent software locally difficult. Recent breakthroughs in neuromorphic computing (NC) could change that. Even outside the IoT, AI faces a scalability problem. Running larger, more complex algorithms with conventional computing consumes a lot of energy. The strain on power management semiconductors aside, this energy usage leads to sustainability and cost complications. For AI to sustain its current growth, tech companies must rethink their approach to computing itself. View more...Building Multilingual Apps in Flutter: Localization and Internationalization MethodAggregated on: 2023-12-07 15:57:45 Have you ever wondered how the world’s most famous apps, like YouTube, Netflix, Spotify, Instagram, TikTok, and others, have acquired a huge user base across the entire globe? It is because of the multilingual ability. View more...Exploring SwiftUI’s ScrollTargetBehavior: Elevating Your UI To The Next LevelAggregated on: 2023-12-07 15:42:45 The advent of SwiftUI has been a revolution in the world of iOS development, simplifying UI creation with its declarative syntax and powerful features. The introduction of ScrollTargetBehavior in SwiftUI is another leap forward, promising to further streamline the development of sophisticated and user-friendly interfaces. This article delves into the nuances of this new feature, exploring how it enhances the development experience and opens up new possibilities in UI design. The Essence of ScrollTargetBehavior ScrollTargetBehavior marks a significant enhancement in the way developers can handle scrolling in SwiftUI. It’s not just a new tool; it’s a paradigm shift in creating fluid, intuitive scrollable interfaces. This feature lets developers define how a view behaves when a user scrolls to a specific target within a ScrollView. It’s akin to having a precision tool where you once only had a hammer. Unfortunately, it’s only available from iOS 17. View more...Distributed Systems: Consistent HashingAggregated on: 2023-12-07 15:12:45 Welcome to the distributed systems series. In this article, we are going to learn about consistent hashing and its usage in distributed systems. Why consistent hashing is important and how it plays a role in designing distributed systems such as databases, cache, etc. Let’s first understand what is hashing and how it is used to distribute data across machines. Then, we will understand what is consistent hashing. Hashing Hashing is a technique that generates a unique ID for an object. A simple example would be the hashcode function in Java, which returns a unique ID for an immutable object. This returned ID is used to choose the bucket from an array of buckets for storage and retrieval. In order for this hashing function to return the correct value, the object or key that we use to hash should be immutable. This is how hashing works in Java to store and retrieve the value in the HashMap data structure. If you know how hashmap works, the concept is pretty similar in distributed systems. In distributed systems, we have an array of machines to store the data, and we have to decide which machines should hold the specific data. The following diagram explains how hashing is used to store {key, value} data on different machines. View more...Modernizing Mainframe Applications by Harnessing Specialty Processors and the Power of the CloudAggregated on: 2023-12-07 14:57:45 The latest IBM mainframe model, the z16, is fully compatible with the original IBM 360, although many improvements have been made over the 60 years the product line has been in production. Today, IBM mainframes host applications that run many of the world’s largest and most successful businesses. An estimated 10,000 mainframe systems are being used today for industries spanning banking, healthcare, insurance, retail, telecommunications, travel, and more. And mainframe applications are used to process credit card payments, stock trades, and other business-critical transactions. However, the cost of mainframe computing can be significant. As such, many modernization efforts are designed to reduce costs and modernize applications. These efforts can be aided using IBM Z mainframe specialty processors such as the IFL (Integrated Facility for Linux) and zIIP (System Z Integrated Information Processor). Workloads that run on these processors are less expensive than those that run on traditional IBM Z general-purpose processors. View more...Graphs, Analytics, and Generative AI: The Year of the Graph NewsletterAggregated on: 2023-12-07 14:57:45 Is a generative AI preamble necessary for a newsletter focused on Knowledge Graphs, Graph Databases, Graph Analytics, and Graph AI? Normally, it should not be. However, the influence of generative AI on the items included in this issue was overwhelming. There is a simple explanation for that. It's been a year since Generative AI burst into the mainstream with the release of ChatGPT. Notwithstanding a rather spotty record both in terms of technical performance and accuracy as well as in terms of business reliability, there's no denying that Generative AI has captured the attention of executives worldwide. View more...Top Application Modernization Trends And StrategyAggregated on: 2023-12-07 14:42:45 Today, the importance of application modernization is rising. As legacy systems struggle to keep pace with emerging market demands and organizational needs. So, businesses need effective methods to upgrade their outdated applications to stay competitive and thrive consistently. And this is where application modernization stands out as a powerful tool. Legacy app modernization is a transformative process that not only helps companies revamp their outdated system. But also, it is the key to unlock new possibilities. It helps businesses ensure their software application remains future-proof. View more...How To Fine-Tune Large Language Models: A Step-By-Step GuideAggregated on: 2023-12-07 14:42:45 In 2023, the rise of Large Language Models (LLMs) like Alpaca, Falcon, Llama 2, and GPT-4 indicates a trend toward AI democratization. This allows even small companies to afford customized models, promoting widespread adoption. However, challenges persist, such as restricted licensing for open-source models and the costs of fine-tuning and maintenance, which are manageable mainly for large enterprises or research institutes. The key to maximizing LLM potential is in fine-tuning and customizing pre-trained models for specific tasks. This approach aligns with individual requirements, providing innovative and tailored solutions. Fine-tuning not only enhances model efficiency and accuracy but also optimizes system resource utilization, requiring less computational power than training from scratch. View more...Filtered Vector Search in MyScaleAggregated on: 2023-12-07 13:57:45 Vector databases offer lightning-fast retrieval on similar objects stored in between billions of records. However, you may also be interested in searching for related objects that match a specific set of conditions, known as filtered vector search. With help from MyScale(opens new window), you can boost your filtered vector searches to a new level. Most vector indexes or vector stores work as dedicated index services. They support a partial filtered vector search implementation of MongoDB query and projection operators (opens a new window where you can input a dictionary of conditions. View more...The Evolution of Serverless Monitoring Tools: Enhancing Efficiency and PerformanceAggregated on: 2023-12-07 12:42:45 The rise of serverless computing has transformed the way applications are built and deployed, offering unparalleled scalability, reduced infrastructure management, and improved cost efficiency. As serverless architectures become increasingly popular, the need for effective monitoring tools becomes crucial to ensure optimal performance and reliability. In this article, we will explore the evolution of serverless monitoring tools and how they empower developers and operators to gain deep insights into their serverless applications. View more...How to Leverage Kubernetes' New CronJob API for Efficient Task SchedulingAggregated on: 2023-12-06 23:12:45 Kubernetes' CronJob API is a pivotal feature for automating regular tasks in a cloud-native environment. This guide not only walks you through the steps to use this API but also illustrates practical use cases where it can be highly beneficial. Prerequisites A running Kubernetes Cluster (version 1.21 or later) kubectl Command Line Tool Basic Kubernetes knowledge (Pods, Jobs, CronJobs) Understanding the CronJob API The CronJob resource in Kubernetes is designed for time-based job execution. The new API (batch/v1) brings enhancements in reliability and scalability. View more...Using Falco to Create Custom Identity DetectionsAggregated on: 2023-12-06 22:27:45 Identity Threat Detection and Response (ITDR) in the cloud is essential to limit access to sensitive data and maintain the integrity of cloud infrastructure. Leading cloud providers like AWS, Microsoft Azure, and Google Cloud have implemented robust Identity and Access Management (IAM) controls, as well as Multi-Factor Authentication (MFA) options, to ensure that users have the standardized access control limitations. However, as the saying goes, "Trust, but verify." Even with these layers of security, there's a growing concern about what happens when a rogue employee or an external adversary manages to compromise an identity provider. Recent months have witnessed a surge in attacks targeting popular identity providers like Okta, underscoring the critical need for timely and effective detection capabilities. In fact, (Crowdstrike’s 2023 Threat Hunting) report had classified 62% of all interactive cyber intrusions as having involved some form of compromised identities. View more...Why and How to Transition to SaaS Cloud Enterprise ApplicationsAggregated on: 2023-12-06 20:27:45 Many CEOs and CIOs have grappled with whether to migrate their applications from on-premise (the traditional route) to public cloud-based infrastructure. With an increasing array of cloud services available today, organizations can subscribe to a combination of different cloud services with their portfolio, including a mix of public, private, or hybrid cloud services. Public cloud services can be grouped into three broad categories: View more...How to Write API Documentation: Best Practices and ExamplesAggregated on: 2023-12-06 20:27:45 Writing API documentation is a crucial skill for every developer. Imagine getting a new device with stellar reviews but without a manual. How would you figure out how to use it effectively? The same applies to APIs – without proper documentation, developers are left in the dark because API documentation serves as a guide, providing essential information on how to utilize the API's services. Much like a well-written device manual, good API documentation includes code examples, tutorials, and details about functions, classes, and return types. It's a comprehensive resource that equips developers with the information they need to integrate and make effective API calls seamlessly. View more...Continuous Testing in the Era of Microservices and Serverless ArchitecturesAggregated on: 2023-12-06 19:42:45 The pursuit of speed and agility in software development has given rise to methodologies and practices that transcend traditional boundaries. Continuous testing, a cornerstone of modern DevOps practices, has evolved to meet the demands of accelerated software delivery. In this article, we'll explore the latest advancements in continuous testing, focusing on how it intersects with microservices and serverless architectures. I. The Foundation of Continuous Testing Continuous testing is a practice that emphasizes the need for testing at every stage of the software development lifecycle. From unit tests to integration tests and beyond, this approach aims to detect and rectify defects as early as possible, ensuring a high level of software quality. It extends beyond mere bug detection and it encapsulates a holistic approach. While unit tests can scrutinize individual components, integration tests can evaluate the collaboration between diverse modules. The practice allows not only the minimization of defects but also the robustness of the entire system. Its significance lies in fostering a continuous loop of refinement, where feedback from tests informs and enhances subsequent development cycles, creating a culture of continual improvement. View more...How To Address Relevancy Challenges in Retrieval Augmented GenerationAggregated on: 2023-12-06 18:42:45 Building generative AI applications that use retrieval augmented generation (RAG) can pose a host of challenges. Let’s look at troubleshooting RAG implementations that rely on vector databases to retrieve relevant context that’s then included in a prompt to a large language model to provide more relevant results. We will break this process down into two main parts. The first, which we’ll address in this first article in the series, is the embedding pipeline, which populates the vector database with embeddings: View more...Organizational Danger ZonesAggregated on: 2023-12-06 17:42:45 I’ve noticed two danger zones that organizations run into. Today, I’ll describe these two danger zones, and give some advice for navigating them. I’ll talk about this for engineering organizations. But I suspect it’s applicable to any group of humans working at these scales. View more...New LAMP Stack: Illuminating Innovation in Generative AI DevelopmentAggregated on: 2023-12-06 17:42:45 In the dynamic world of Information Technology (IT), the architecture and frameworks that power web applications have undergone significant evolution. However, one paradigm that has stood the test of time and continues to be a cornerstone in web development is the LAMP stack. The acronym LAMP stands for Linux, Apache, MySQL, and PHP/Python/Perl, representing a powerful combination of open-source technologies that work synergistically to create robust and scalable web applications. Linux The foundation of the LAMP stack is Linux, an open-source operating system renowned for its stability, security, and versatility. Linux provides a solid base for hosting web applications, offering a wealth of tools and resources for developers. Its open nature fosters collaboration and innovation, aligning perfectly with the ethos of the LAMP stack. View more...Transforming BFSI Services Using the Power of Generative AI Features in GCPAggregated on: 2023-12-06 17:27:44 The convergence of Generative AI (Gen AI) services on cloud platforms offers unprecedented opportunities for industrial innovation in sectors like Banking, Financial Services, Securities and Capital Markets, and Insurance (BFSI). Leveraging these services allows enterprises to transcend traditional boundaries, fostering agility, scalability, and creativity in addressing complex industrial challenges. The seamless integration of Gen AI in cloud architectures empowers BFSI sectors to accelerate digital transformation initiatives, driving advancements in design, production, and operational efficiency. Moreover, as these cloud platforms continually evolve and expand their AI offerings, the potential for leveraging Gen AI in industrial settings only grows more promising. View more...Evolving From Performance Testing to Modern EngineeringAggregated on: 2023-12-06 16:42:44 Performance testing stands as one of the most crucial aspects of ensuring seamless functioning of applications. As organizations strive for innovation and rapid releases, the significance of evaluating software performance throughout its lifecycle becomes increasingly paramount. View more...Uncovering Thousands of Unique Secrets in PyPI PackagesAggregated on: 2023-12-06 16:27:44 Let’s start with the big reveal of what we found: 3,938 total unique secrets across all projects 768 of those unique secrets were found to be valid 2,922 projects contained at least one unique secret To put those numbers in perspective, there are over 450,000 projects released through the PyPI website, containing over 9.4 million files. There have been over 5 million released versions of these packages. If we add up all the secrets shared across all the releases, we found 56,866 occurrences of secrets, meaning once a secret enters a project, it is often included in multiple releases. View more...Llama 2: Meta's Large Language Model Explained in Detail!Aggregated on: 2023-12-06 15:42:44 The world of artificial intelligence is seeing rapid advancements, with language models at the forefront of this technological renaissance. These models have revolutionized the way we interact with machines, turning sci-fi dreams into everyday reality. As we step into an era where conversational AI becomes increasingly sophisticated, a new contender has emerged in the AI arena: Llama 2. Developed by Meta AI, Llama 2 is setting the stage for the next wave of innovation in generative AI. Let’s dive into the details of this groundbreaking model. View more...Generative AI in DevOps: A Smart (and Impactful) Way to Achieve Peak DevOps PerformanceAggregated on: 2023-12-06 15:27:44 “Generative AI is the most powerful tool for creativity that has ever been created. It has the potential to unleash a new era of human innovation.” – Elon Musk With that said, let us share something mind-blowing we came across recently (not related to DevOps, but worth your attention)! View more...How to Monitor a Spring Boot App With OstaraAggregated on: 2023-12-06 15:12:44 In this blog, you will learn how to monitor a Spring Boot application using Ostara. Ostara is a desktop application that monitors and manages your application. Enjoy! Introduction When an application runs in production (but also your other environments), it is wise to monitor its health. You want to make sure that everything is running without any problems, and the only way to know this is to measure the health of your application. When something goes wrong, you hopefully will be notified before your customer notices the problem, and maybe you can solve the problem before your customer notices anything. In a previous post, it was explained how to monitor your application using Spring Actuator, Prometheus, and Grafana. In this post, you will take a look at an alternative approach using Spring Actuator in combination with Ostara. The setup with Ostara is a bit easier; therefore, it looks like a valid alternative. The proof of the pudding is in the eating, so let’s try Ostara! View more...WebAuthn Conditional UI: Technical Explanation and ImplementationAggregated on: 2023-12-06 14:42:44 With the rapid adoption of passkeys (and the underlying WebAuthn protocol), authentication has become more secure and user-friendly for many users. One of the standout advancements of passkeys has been the integration of Conditional UI, often referred to as "passkey autofill" or Conditional Mediation (in the following, we stay with the term Conditional UI). Despite its recent introduction and ongoing adoption by browsers, there’s a noticeable gap in technical documentation and implementation advice for Conditional UI. This article aims to bridge that gap by explaining what Conditional UI is, how it works, and how to tackle common challenges during its implementation. View more...The Art and Science of Container SecurityAggregated on: 2023-12-06 14:27:44 In the ever-evolving landscape of cloud-native computing, containers have emerged as the linchpin, enabling organizations to build, deploy, and scale applications with unprecedented agility. However, as the adoption of containers accelerates, so does the imperative for robust container security strategies. The interconnected realms of containers and the cloud have given rise to innovative security patterns designed to address the unique challenges posed by dynamic, distributed environments. Exploring the latest patterns, anti-patterns, and practices that are steering the course in an era where cloud-native architecture, including orchestration intricacies of Kubernetes that spans across Amazon Elastic Kubernetes Service — EKS, Azure Kubernetes Service — AKS, Google Kubernetes Engine — GKE including nuances of securing microservices. View more...Power of AI Language Models for React Developers: A Comprehensive GuideAggregated on: 2023-12-06 14:12:44 In the ever-evolving landscape of web development, React has emerged as a powerhouse for building dynamic and responsive user interfaces. As developers strive to enhance user experiences and streamline development processes, the integration of Artificial Intelligence Language Models (AILMs) with React has become a game-changer. In this comprehensive guide, we will delve into the synergy between AI Language Models and React, exploring how this collaboration can elevate the capabilities of developers and revolutionize the way we approach web development. Understanding AI Language Models Before we embark on the integration of AI Language Models with React, it's crucial to comprehend what these models entail. AI Language Models, such as OpenAI's GPT-3, are designed to understand and generate human-like text based on the input they receive. These models leverage deep learning techniques to process vast amounts of data, allowing them to mimic human language patterns and generate contextually relevant content. View more...Preserving Context Across ThreadsAggregated on: 2023-12-05 20:27:44 When building a large production-ready stateless microservices architecture, we always come across a common challenge of preserving request context across services and threads, including context propagation to the child threads. What Is Context Propagation? Context propagation means passing contextual information or states across different components or services in a distributed system where applications are often composed of multiple services running on different machines or containers. These services need to communicate and collaborate to fulfill a user request or perform a business process. View more...Demystifying Virtual Thread Performance: Unveiling the Truth Beyond the BuzzAggregated on: 2023-12-05 20:12:44 In the previous articles, you learned about the virtual threads in Java 21 in terms of history, benefits, and pitfalls. In addition, you probably got inspired by how Quarkus can help you avoid the pitfalls but also understood how Quarkus has been integrating the virtual threads to Java libraries as many as possible continuously. In this article, you will learn how the virtual thread performs to handle concurrent applications in terms of response time, throughput, and resident state size (RSS) against traditional blocking services and reactive programming. Most developers including you and the IT Ops teams also wonder if the virtual thread could be worth replacing with existing business applications in production for high concurrency workloads. View more...An Executive Architect’s Approach to FinOps: How AI and Automation Streamline Data ManagementAggregated on: 2023-12-05 20:12:44 We have learned to approach FinOps as both a mindset and a set of cloud solution capabilities. Yes, FinOps empowers firms to harness value from the cloud consistently and continuously (20 to 30% savings each year per a recent McKinsey article), but it also yields growth and innovation. To realize cost savings and transformational benefits, be ready to treat your FinOps effort as a critical business priority. Over the past two years — and more than twenty consulting experiences later — we can summarize a group of issues blocking FinOps' success. View more...Harnessing Integration Platforms To Unscramble the Data MessAggregated on: 2023-12-05 19:42:44 Data powers enterprise success, but integrated data ensures it happens sooner. That’s why businesses flock to data management platforms for a comprehensive top view of their customers, operations, and partners. This enables them to make informed decisions, improve efficiency, and produce smarter insights. Easily explains why the data integration market is expected to grow at a CAGR of more than 10% from 2023 to 2032. While many data integration tools exist in the market, only a few excel in providing adaptability per modern businesses' needs. View more...Comprehensive Cloud Monitoring Platforms: Ensuring Optimal Performance and Security in the CloudAggregated on: 2023-12-05 19:42:44 The unprecedented scalability, flexibility, and cost-efficiency offered by cloud computing have completely changed the way businesses operate. However, as businesses move their infrastructure and applications to the cloud, they encounter new difficulties in managing and keeping an eye on their cloud-based environments. Platforms for comprehensive cloud monitoring come into play in this situation. These strong tools give organizations complete end-to-end visibility and control over cloud resources, applications, and services, allowing them to guarantee the best performance, security, and financial effectiveness. In this article, we will explore the significance of comprehensive cloud monitoring platforms and delve into some leading solutions available in the market today. We will examine their key features, benefits, and real-world applications, highlighting how they empower organizations to proactively monitor, analyze, and optimize their cloud-based operations. View more...How To Get Cell Data From an Excel Spreadsheet Using APIs in JavaAggregated on: 2023-12-05 19:27:44 Our Excel spreadsheets hold a lot of valuable data in their dozens, hundreds, or even thousands of cells and rows. With that much clean, formatted digital data at our disposal, it’s up to us to find programmatic methods for extracting and sharing that data among other important documents in our file ecosystem. Thankfully, Microsoft made that extremely easy to do when they switched their file representation standard over to OpenXML more than 15 years ago. This open-source XML-based approach drastically improved the accessibility of all Office document contents by basing their structure on well-known technologies – namely Zip and XML – which most software developers intimately understand. Before that, Excel (XLS) files were stored in a binary file format known as BIFF (Binary Interchange File Format), and other proprietary binary formats were used to represent additional Office files like Word (DOC). View more...Quick and Efficient Distributed Tracing In .NETAggregated on: 2023-12-05 19:27:44 To log, or not to log? To log! Nowadays, we can’t even imagine a modern software system without logging subsystem implementation, because it’s the very basic tool of debugging and monitoring developers can’t be productive without. Once something gets broken or you just want to know what’s going on in the depths of your code execution, there’s almost no other way than just to implement a similar functionality. With distributed systems, and microservices architectures in particular, the situation gets even more complicated since each service can theoretically call any other service (or several of them at once), using either REST, gRPC, or asynchronous messaging (by means of numerous service buses, queues, brokers, and actor-based frameworks). Background processing goes there as well, resulting in entangled call chains we still want to have control over. View more...Top 11 Project Management Hacks for Software Project ManagersAggregated on: 2023-12-05 19:27:44 The purpose of project management is to complete a project of agreed quality within a certain budget and time frame. Though software development projects come with their own nuances, the principles of project management can be applied to manage software projects better. It is because, like any other project, a software project also goes through the stages of initiation, planning, execution, and completion. View more...Safeguarding Data Exchange: A Comprehensive Overview of API Gateways and Their Imperative Role in Ensuring Robust SecurityAggregated on: 2023-12-05 18:42:44 In today's interconnected digital landscape, the proliferation of Application Programming Interfaces (APIs) has revolutionized the way systems communicate and exchange data. Yet, with this seamless connectivity comes the inherent vulnerability of exposing sensitive information to potential security threats. This underscores the pivotal role of API Gateways as the guardians of digital communication, orchestrating a delicate balance between accessibility and security. The Crucial Role of API Gateways API Gateways stand as the linchpin in the architecture of modern software systems. Their multifaceted responsibilities encompass: View more...Question Answering Tutorial With Hugging Face BERTAggregated on: 2023-12-05 18:42:44 What Is Question Answering AI? Question answering AI refers to systems and models designed to understand natural language questions posed by users and provide relevant and accurate answers. These systems leverage techniques from natural language processing (NLP), machine learning, and sometimes deep learning to comprehend the meaning of questions and generate appropriate responses. The goal of question answering AI is to enable machines to interact with users in a way that simulates human-like comprehension and communication. In the ever-evolving domain of natural language processing (NLP), the advent of models like Bidirectional Encoder Representation Transformers (BERT) has opened doors to profound advancements, enabling machines to comprehend and generate human-like text with unprecedented accuracy. These models become more intricate, setting benchmarks in a variety of tasks, from simple text classification to complex question answering AI. View more...Selenium 4 WebDriver Hierarchy: A Detailed ExplanationAggregated on: 2023-12-05 18:27:44 The inception of Selenium can be traced back to a web application that required frequent testing. This prompted Jason Huggins to create a program using JavaScript, which he named JavaScriptTestRunner and released in 2004. However, he realized that the program was much more powerful and could be helpful to the community in testing; hence, he decided to open-source it and renamed it to Selenium Core. View more...Node.js Unveiled: Why You Should Use It for Enterprise AppsAggregated on: 2023-12-05 17:27:44 The soaring popularity of JavaScript is profoundly transforming the landscape of web development. The capabilities we now have on the web are truly remarkable, and a significant contributor to this transformative shift is the utilization of JavaScript in servers and browsers. In the earlier days, many aspects were merely figments of imagination in the realm of digitalization. However, JavaScript has effectively translated our dreams into reality. View more...My Top Picks of Re: Invent 2023Aggregated on: 2023-12-05 16:27:44 Re: Invent 2023 has been wrapped up. Before we start preparing for the 2024 edition let me recap the announcements I was most excited about. Here is my favorite list, in no particular order View more...Revolutionizing Customer Relationships: Exploring the Synergy of CRM With Chat and React.jsAggregated on: 2023-12-05 16:27:44 In the rapidly evolving landscape of customer relationship management (CRM), businesses are constantly seeking innovative solutions to enhance customer interactions and streamline their processes. One such groundbreaking integration is the fusion of CRM with chat functionalities powered by the dynamic capabilities of React.js. This blog post delves into the symbiotic relationship between CRM, real-time chat applications, and the React.js library, exploring how this amalgamation is reshaping the way businesses connect with their customers. Understanding CRM: A Foundation for Customer-Centricity Before delving into the integration of CRM with chat and React.js, it's essential to grasp the fundamental concept of Customer Relationship Management. CRM is a strategic approach that empowers businesses to build and maintain fruitful relationships with their customers. It involves the utilization of technology to manage, analyze, and optimize customer interactions throughout the entire lifecycle. View more...Securing REST APIs With Nest.js: A Step-by-Step GuideAggregated on: 2023-12-05 15:27:44 This guide walks you through setting up a secure REST API using Nest.js in Node.js. We'll create a login system with JWTs and implement best practices for token management and API security. Setting Up Nest.js Prerequisites: Node.js installed. View more...DevSecOps: Shifting Security to the LeftAggregated on: 2023-12-05 13:42:44 Modern-day software development approaches like DevOps have certainly reduced development time. However, tighter release deadlines push security practices to a corner. This blog explains how Shifting Security to the Left introduces security in the early stages of the DevOps Lifecycle, thus fixing software bugs proactively. We have come a long way in the DevOps lifecycle, from releasing the code every month(or sometimes more than that) to every day(or every hour). Throughout this process, it feels like security has been left behind a little. The main reason behind that is that security will slow down the DevOps Lifecycle and the entire software pipeline. View more...Application/Feature Release Planning EfficientlyAggregated on: 2023-12-05 12:27:44 Releasing a whole new application or a major feature is crucial to customers. They both have the potential to go sideways and can impact customers negatively. In order to properly deploy a change for a better customer experience and avoid issues, proper planning is necessary. In this article, I’ll discuss the mechanism I use to develop and deploy these kind of changes. I will divide this article into two categories: 1. Releasing a new application for the first time. View more...How Big Data Is Saving Lives in Real Time: IoV Data Analytics Helps Prevent AccidentsAggregated on: 2023-12-04 23:12:43 Internet of Vehicles, or IoV, is the product of the marriage between the automotive industry and IoT. IoV data is expected to get larger and larger, especially with electric vehicles being the new growth engine of the auto market. The question is: Is your data platform ready for that? This article shows you what an OLAP solution for IoV looks like. What Is Special About IoV Data? The idea of IoV is intuitive: to create a network so vehicles can share information with each other or with urban infrastructure. What‘s often under-explained is the network within each vehicle itself. On each car, there is something called Controller Area Network (CAN) that works as the communication center for the electronic control systems. For a car traveling on the road, the CAN is the guarantee of its safety and functionality, because it is responsible for: View more...Navigating API Governance: Best Practices for Product ManagersAggregated on: 2023-12-04 23:12:43 In the ever-evolving landscape of digital integration, APIs (Application Programming Interfaces) serve as the conduits that connect disparate systems, enabling seamless communication and fostering innovation. As the architects of digital experiences, product managers play a crucial role in orchestrating these integrations. However, as the complexity of API ecosystems grows, the need for robust governance becomes paramount. In this article, we will explore in-depth the best practices for product managers in navigating API governance, ensuring secure, scalable, and compliant integrations. Embracing API Governance as a Strategic Imperative Defining API Governance API governance encompasses the set of policies, practices, and standards that guide the design, implementation, and management of APIs. For product managers, it's not merely a regulatory hurdle but a strategic imperative to ensure that APIs align with business objectives, deliver optimal user experiences, and comply with industry regulations. View more...A Guide to Missing Sprint GoalsAggregated on: 2023-12-04 22:42:43 Do you excel in the art of setting unattainable, imposed, or plain non-existing Sprint Goals? In other words, are you good at missing Sprint Goals with regularity? If not, don’t worry; help is on the way! In this article, we’ll explore how to consistently miss the mark. For example, enjoy the thrill of cherry-picking unrelated backlog items and defining success by sheer output, not outcome. Countless Scrum Teams have thoroughly tested all suggestions. They are ideally suited for teams who love the challenge of aimlessly wandering through Sprints! View more... |
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