News Aggregator

Achieving Inheritance in NoSQL Databases With Java Using Eclipse JNoSQL

Aggregated on: 2024-02-12 17:02:08

NoSQL databases provide a flexible and scalable option for storing and retrieving data in database management. However, they can need help with object-oriented programming paradigms, such as inheritance, which is a fundamental concept in languages like Java. This article explores the impedance mismatch when dealing with inheritance in NoSQL databases. The Inheritance Challenge in NoSQL Databases The term “impedance mismatch” refers to the disconnect between the object-oriented world of programming languages like Java and NoSQL databases’ tabular, document-oriented, or graph-based structures. One area where this mismatch is particularly evident is in handling inheritance.

Striking the Right Balance: Navigating Cloud Repatriation and On-Premises Dynamics

Aggregated on: 2024-02-12 16:17:09

In the dynamic landscape of data center management, cloud computing has been a transformative force, promising reduced capital costs, increased operational efficiency, and accelerated innovation. However, an intriguing trend has emerged in the past two years — a move away from cloud-based solutions towards on-premises data centers. This shift is driven by concerns related to security, performance, control, and regulatory issues. This op-ed aims to delve into the reasons behind this reverse trend and propose a strategic solution that optimally balances the advantages of both cloud and on-premises data centers. Cost: On-Premises vs. Cloud The debate between owning and renting a data center is akin to choosing between owning or leasing a car. While the cloud offers flexibility with a pay-as-you-go model, it is not always cost-efficient. Over time, owning on-premises infrastructure can prove economically beneficial, with studies indicating that the payoff period for owning a server can be as short as 2-3 years. Cloud costs can escalate due to unexpected charges, such as egress costs and minimum fees, making cost management challenging. Cloud repatriation often stems from the realization that the perceived cost advantages of the cloud are not always straightforward.

Implementation Best Practices: Microservice API With Spring Boot

Aggregated on: 2024-02-12 16:17:09

Technical Architecture First, let's turn to the architecture, which will be explained in detail. Let's look at each of these tiers in detail. Let me explain the architecture in detail. These components are commonly associated with the architecture of applications that follow the principles of Domain-Driven Design (DDD) and Model-View-Controller (MVC) or similar architectural patterns. Let me cover this one by one:

Send Alerts to Salesforce Users Through Custom Bell Notifications

Aggregated on: 2024-02-12 15:47:10

Your sales agents or service reps are busy managing their workflows in Salesforce. Timely attention to key events is necessary for these users to be effective in their roles. Alerts or notifications play a crucial role in providing real time information for Salesforce users and their managers on key changes that need immediate attention. For example, you can alert sales agents regarding key changes in their opportunities or service agents on cases that need immediate attention. This article talks about different ways you can set up notifications in Salesforce. Salesforce's bell notifications for users are available for both desktop and mobile apps. You can customize the title and body for these notifications so that it suits your business use case. You can also define a target navigation page so that when a notification is clicked, the user lands on that page. You have two options for navigation target — to a record page or a page reference in Salesforce. You must specify one target for your notification.

AI and Machine Learning in Context of Mainframes

Aggregated on: 2024-02-12 15:47:10

Integrating machine learning with mainframe systems presents challenges and opportunities stemming from the unique architecture and data environment of mainframes. Firstly, machine learning algorithms can be used for data processing, where mainframes handle large volumes of transactional data. The algorithms can analyze this data for various purposes, including fraud detection, anomaly detection, predictive maintenance, and customer segmentation.

Build a Digital Collectibles Portal Using Flow and Cadence (Part 1)

Aggregated on: 2024-02-12 15:17:08

In this tutorial, we’ll learn how to build a website for collecting digital collectibles (or NFTs) on the blockchain Flow. We'll use the smart contract language Cadence along with React to make it all happen. We'll also learn about Flow, its advantages, and the fun tools we can use. By the end of this article, you’ll have the tools and knowledge you need to create your own decentralized application on the Flow blockchain.

O11y Guide, Cloud-Native Observability Pitfalls: Underestimating Cardinality

Aggregated on: 2024-02-12 15:17:08

Are you looking at your organization's efforts to enter or expand into the cloud-native landscape and feeling a bit daunted by the vast expanse of information surrounding cloud-native observability? When you're moving so fast with agile practices across your DevOps, SREs, and platform engineering teams, it's no wonder this can seem a bit confusing. Unfortunately, the choices being made have a great impact on both your business, your budgets, and the ultimate success of your cloud-native initiatives that hasty decisions upfront lead to big headaches very quickly down the road.

Cypress Page Object Model (POM) Implementation Guide

Aggregated on: 2024-02-12 14:02:08

Test automation has become an integral part of the software development life cycle, and the market is growing at an exponential pace. Every day, we are getting new tools and techniques for test automation; Cypress is one of the most advanced tools for performing test automation. We have different types of framework designs patterns and models for implementing cypress automation POM (Page Object model) is one of them, it is one of the most widely used test automation design patterns. In the page object model, we use object and class for the representation of locators and functions available on the web application for each web page. In POM, we can bifurcate a web application into multiple pages, and for each page, we can create a particular class that will depict the functionalities available on the web page.

Maximizing Cloud Networking Efficiency

Aggregated on: 2024-02-12 14:02:08

Have you ever found yourself lost in the labyrinth of the cloud, wondering which path to take in the vast landscape of Amazon Web Services (AWS)? Picture this: you're in the midst of the dynamic realm of cloud computing, and AWS is your guide, offering a plethora of services to suit every business need. Now, what if I told you there are two networking superheroes in this digital saga, AWS Global Accelerator and AWS Direct Connect, each vying for your attention? In this enthralling exploration, let's unravel the mystery behind these cloud contenders, dissecting their technical intricacies and unveiling the compelling reasons why AWS Global Accelerator might just be the hero your applications deserve over AWS Direct Connect in specific scenarios.

Taming the Cloud Cost Beast With Kubecost 2.0

Aggregated on: 2024-02-12 13:47:07

As Kubernetes adoption accelerates, so too do cloud costs. The flexibility and scalability of Kubernetes come with a confusing maze of virtual machines, load balancers, ingresses, and persistent volumes that make it difficult for developers and architects to understand where their money is going. Cloud cost monitoring tools aim to provide clarity, but most are tailored to traditional infrastructure-as-a-service workloads. Enter Kubecost — the leading solution purpose-built for monitoring, managing, and optimizing Kubernetes infrastructure spending across all major cloud providers. With the launch of Kubecost 2.0, the platform adds new capabilities to cut cloud waste through unprecedented visibility, automation, and insights.

Efficient ITSM Incident Resolution: Leveraging Azure AI Services for Quick Solutions

Aggregated on: 2024-02-12 13:17:08

ITSM Incident Management Process Service desks are utilized by customers to report IT issues in enterprise applications. Most service issues are resolved by Level-1 teams (service desk) by providing knowledge base (KB) articles. Level-1 support resources identify important keywords and determine if the incoming request is similar to any historic ticket. With existing incident resolution notes, Level-1 resources can resolve incidents promptly. Otherwise, they create incidents with all mandatory fields, such as Configuration Item (CI), Short Description, and Description in ticketing tools like ServiceNow. As part of the incident management process, an incident ticket is created and forwarded, along with relevant information, to a Level-2 team, who are subject matter experts (SMEs) for the incident.

VPN Log vs. Zero-Log Policy: A Comprehensive Analysis

Aggregated on: 2024-02-12 13:02:09

Data, often referred to as the lifeblood of modern businesses, enables organizations to embrace innovations that further enhance productivity. However, harnessing this power comes with great risks. Increasing reliance on data being collected comes with the challenges of safeguarding this vital information from cyberattacks, data breaches, and regulatory violations. VPN service providers are not left of this hurdle as they are always front targets of this growing threat. Hence, ensuring a proactive approach to safeguarding these sensitive data ensures the trust of customers. Do the advantages outweigh the disadvantages that it comes with?

Amazon Web Services (AWS): A Comprehensive Suite of Cloud Services

Aggregated on: 2024-02-12 12:17:08

Amazon Web Services (AWS) is a renowned cloud computing platform that provides a varied range of services to meet the needs of businesses and organizations. AWS has established itself as a prominent player in the cloud computing business due to its enormous infrastructure, powerful tools, and diverse variety of cloud solutions. In this post, we will look at Amazon Web Services’ core cloud services and their benefits for organizations. 1. Compute Services Amazon Web Services provides a variety of computing services to meet different workload requirements. These services include:

Unveiling the Power of Google Cloud BigQuery: Features, Capacities, and Use Cases

Aggregated on: 2024-02-12 11:17:07

In the competitive world of cloud computing, Google Cloud BigQuery stands out as a powerful tool for handling large datasets and doing real-time analytics. This serverless and fully managed data warehouse is making headlines for its scalable design and smooth integration into the Google Cloud ecosystem. In this post, we’ll look at the features, capabilities, and many use cases that make Google Cloud BigQuery a top choice for organizations looking to extract important insights from their data. The features of Google Cloud BigQuery demonstrate its potential as a comprehensive and powerful data warehouse. BigQuery provides organizations with the capabilities they need to efficiently handle huge and complex datasets, including strong storage and query performance, high concurrency support, streaming inserts, and smart resource management. Whether organizations face real-time analytics, concurrent queries, or severe compliance requirements, BigQuery’s capabilities make it a versatile and dependable option for extracting useful insights from data.

The Impact of Open-Source Software on Public Finance Management

Aggregated on: 2024-02-11 19:47:07

Many government bodies have historically been averse to open-source software (OSS). Now that OSS has gained popularity and shown what it can do in the private sector, that’s changing. The open-source movement holds significant potential for public agencies, too, especially in the realm of finances. Public finance has emerged as a leader in government-backed OSS, thanks largely to the move toward open banking. Regulations like Europe’s Second Payment Services Directive (PSD2) require banks, either directly or indirectly, to adopt open-source APIs for consumer products. As these projects mature and grow, their benefits and risks become increasingly clear.

Advanced Brain-Computer Interfaces With Java

Aggregated on: 2024-02-11 19:17:07

In the first part of this series, we introduced the basics of brain-computer interfaces (BCIs) and how Java can be employed in developing BCI applications. In this second part, let's delve deeper into advanced concepts and explore a real-world example of a BCI application using NeuroSky's MindWave Mobile headset and their Java SDK. Advanced Concepts in BCI Development Motor Imagery Classification: This involves the mental rehearsal of physical actions without actual execution. Advanced machine learning algorithms like deep learning models can significantly improve classification accuracy. Event-Related Potentials (ERPs): ERPs are specific patterns in brain signals that occur in response to particular events or stimuli. Developing BCI applications that exploit ERPs requires sophisticated signal processing techniques and accurate event detection algorithms. Hybrid BCI Systems: Hybrid BCI systems combine multiple signal acquisition methods or integrate BCIs with other physiological signals (like eye tracking or electromyography). Developing such systems requires expertise in multiple signal acquisition and processing techniques, as well as efficient integration of different modalities. Real-World BCI Example Developing a Java Application With NeuroSky's MindWave Mobile NeuroSky's MindWave Mobile is an EEG headset that measures brainwave signals and provides raw EEG data. The company provides a Java-based SDK called ThinkGear Connector (TGC), enabling developers to create custom applications that can receive and process the brainwave data.

Decision Tree Structure: A Comprehensive Guide

Aggregated on: 2024-02-11 19:02:07

Decision trees are a prominent sort of machine learning model that may be used for classification as well as regression. They are especially popular because of their simplicity of interpretation and capacity to visualize the decision-making process. Decision Tree Basics Terminology Before we dive into the structure of decision trees, let’s familiarize ourselves with some key terminology:

BigQuery DataFrames in Python

Aggregated on: 2024-02-09 19:47:06

Google BigQuery is a powerful cloud-based data warehousing solution that enables users to analyze massive datasets quickly and efficiently. In Python, BigQuery DataFrames provide a Pythonic interface for interacting with BigQuery, allowing developers to leverage familiar tools and syntax for data querying and manipulation. In this comprehensive developer guide, we'll explore the usage of BigQuery DataFrames, their advantages, disadvantages, and potential performance issues. Introduction to BigQuery DataFrames BigQuery DataFrames serve as a bridge between Google BigQuery and Python, allowing seamless integration of BigQuery datasets into Python workflows. With BigQuery DataFrames, developers can use familiar libraries like Pandas to query, analyze, and manipulate BigQuery data. This Pythonic approach simplifies the development process and enhances productivity for data-driven applications.

The Cost-Benefit Analysis of Unit, Integration, and E2E Testing

Aggregated on: 2024-02-09 19:02:06

In software testing, the goal is to balance thoroughness with manageability. Unit testing is efficient and manageable, yet it plateaus in effectiveness beyond 70% coverage, a benchmark difficult to achieve in practice. End-to-end (E2E) testing, while comprehensive, becomes increasingly challenging to maintain as software complexity grows, making full coverage impossible. Integration testing is indispensable for ensuring components work together seamlessly, but it also demands more maintenance with software expansion. The key is to strategically combine these testing methods to ensure software quality without overburdening the process, recognizing that more testing doesn't always translate to better outcomes. “Teams always want to reach high E2E coverage but can’t — and they should reach high unit testing coverage but don’t.“

Generative AI With Spring Boot and Spring AI

Aggregated on: 2024-02-09 18:47:06

It’s been more than 20 years since Spring Framework appeared in the software development landscape and 10 since Spring Boot version 1.0 was released. By now, nobody should have any doubt that Spring has created a unique style through which developers are freed from repetitive tasks and left to focus on business value delivery. As years passed, Spring’s technical depth has continually increased, covering a wide variety of development areas and technologies. On the other hand, its technical breadth has been continually expanded as more focused solutions have been experimented, proof of concepts created, and ultimately promoted under the projects’ umbrella (towards the technical depth). One such example is the new Spring AI project which, according to its reference documentation, aims to ease the development when a generative artificial intelligence layer is aimed to be incorporated into applications. Once again, developers are freed from repetitive tasks and offered simple interfaces for direct interaction with the pre-trained models that incorporate the actual processing algorithms.

Making Dropwizard Metrics Accessible via CQL in Apache Cassandra

Aggregated on: 2024-02-09 18:02:06

Metrics are a vital part of complex distributed storage systems, such as Apache Cassandra. It's important for an operator and a user to have access to metrics at the OS, JVM, and application levels to have full control over the data that is being processed and to prevent emergencies before they occur. To make metrics accessible, Cassandra heavily relies on the open-source Dropwizard Metrics library, which acts as a skeleton for both metrics representation and storage. Metrics representations are provided as Histogram, Timer, Meter, Gauge, etc. classes for metric types, while storage uses MetricRegistry. The Dropwizard library makes it easy to expose the database internals through various APIs, like JMX or REST, in addition to the sidecar pattern. Apache Casandra has a vibrant ecosystem in this regard, for example, you can write your java-agent to export all data from the registry to the collectd Unix daemon. In conjunction, Cassandra's virtual tables, which are a relatively recent development by the project's standards (available since 4.0), have only a fraction of all the metrics so far, so don't give a full view of internal processes and need to be improved to rectify this.

Computer Vision Tutorial 1: Image Basics

Aggregated on: 2024-02-09 18:02:06

This tutorial is the foundation of computer vision delivered as “Lesson 1” of the series; there are more Lessons upcoming that outline building your own deep learning-based computer vision projects. You can find the complete syllabus and table of contents here. Before we start building an image classifier or approach any computer vision problem, we need to understand what an image is.

Combating Malware Threats

Aggregated on: 2024-02-09 17:17:07

In the digital age, the security landscape is continually evolving, with malicious actors developing and deploying a variety of sophisticated malware to exploit systems, steal data, and disrupt operations. Understanding the diverse array of malware types is crucial for individuals, organizations, and cybersecurity professionals to effectively protect against these pervasive threats.

Creating a Hybrid Disaster Recovery Solution Utilizing Availability Group and Log-Shipping

Aggregated on: 2024-02-09 16:17:06

SQL Server Always on availability group is a great addition to SQL Server for providing high availability and disaster recovery. Always-on availability group support failover the environment for a discrete set of user databases, known as availability databases, that failover together. They also support a set of read-write primary databases and several sets of corresponding secondary databases. Optionally, AGs can make secondary databases available for read-only access and some backup operations. SQL Server log shipping is another popular disaster recovery solution that utilizes transaction log backups shipped from a primary database on a primary SQL server instance to one or more secondary databases on separate secondary SQL server instances. The transaction log backups are applied to each secondary database individually to obtain a synchronized database as primary.

Unlocking Product Success: The Vital Role of the Discovery Phase

Aggregated on: 2024-02-09 14:17:07

The discovery phase is a vital step in product development that can help increase your product success chances, reduce risks, improve the accuracy of your budget and time estimates, and optimize the development costs. In this article, we share details on how the software development discovery phase works and its benefits and highlight the discovery phase process, deliverables, team, and potential cost. A well-done groundwork is an essential aspect of success in any venture. You should create a detailed plan before laying the foundation and building a house. This rule also applies to product development. The phase that comes before the start of the software development project is called the discovery phase and is crucial to the success of any product. The discovery phase process aims to transform the idea of a product into a set of assets sufficient to start product development, thus increasing the odds of product development and market success.

The State of Data Streaming for Healthcare With Kafka and Flink

Aggregated on: 2024-02-09 14:02:06

This blog post explores the state of data streaming for the healthcare industry in 2023. The digital disruption combined with growing regulatory requirements and IT modernization efforts require a reliable data infrastructure, real-time end-to-end observability, fast time-to-market for new features, and integration with pioneering technologies like sensors, telemedicine, or AI/machine learning. Data streaming allows integrating and correlating legacy and modern interfaces in real-time at any scale to improve most business processes in the healthcare sector much more cost-efficiently. I look at trends in the healthcare industry to explore how data streaming helps as a business enabler, including customer stories from Humana, Recursion, BHG (former Bankers Healthcare Group), Evernorth Health Services, and more. A complete slide deck and on-demand video recording are included.

Five Java Developer Must-Haves for Ultra-Fast Startup Solutions

Aggregated on: 2024-02-09 13:17:06

Many solutions that promise ultra-fast startup times for serverless Java apps force you to compromise on developer experience, throughput performance, or security. We’ll show you how to get ultra-fast startup of your Java apps without these compromises. Say, for example, you’re writing a Java web service that provides a catalog of items that your business sells. At quiet times, your application needs to stop all unneeded instances of the catalog service so that your business is not paying unnecessary cloud bills; at busy times, your application needs to rapidly spin up more instances so that your customers get instantaneous response times on your website. This is “scale-to-zero,” and your application needs to do it fast.

The Transformative Impact of AI and ML on Software Development

Aggregated on: 2024-02-09 13:02:05

In the ever-evolving landscape of technology, Artificial Intelligence (AI) and Machine Learning (ML) have emerged as revolutionary forces, reshaping the traditional paradigms of software development. The integration of these cutting-edge technologies has ushered in a new era where efficiency, innovation, and user-centricity take center stage. AI and ML in Software Development Automated Code Generation One of the most impactful applications of AI in software development is automated code generation. AI-powered tools can generate code snippets, significantly reducing the manual coding workload. This not only expedites the development process but also minimizes the occurrence of errors, leading to more robust and reliable software.

Evolution of Privacy-Preserving AI: From Protocols to Practical Implementations

Aggregated on: 2024-02-09 13:02:05

Year by year, artificial intelligence evolves and becomes more efficient for solving everyday human tasks. But at the same time, it increases the possibility of personal information misuse, reaching unprecedented levels of power and speed in analyzing and spreading individuals' data. In this article, I would like to take a closer look at the strong connection between artificial intelligence systems and machine learning and their use of increasingly private and sensitive data. Together, we'll explore existing privacy risks, discuss traditional approaches to privacy in machine learning, and analyze ways to overcome security breaches.

Google Cloud Platform: A Comprehensive Suite of Cloud Services

Aggregated on: 2024-02-09 12:02:05

Google Cloud Platform (GCP) is a robust and adaptable cloud computing platform that provides a diversified set of services to fulfil the demands of enterprises and organisations. GCP has established itself as a key competitor in the cloud computing business because to its powerful infrastructure, advanced tools, and comprehensive variety of cloud solutions. In this post, we will look at Google Cloud Platform’s core cloud services and their benefits for organizations. 1. Compute Services Google Cloud Platform provides a variety of computing services to cater to different workload requirements. These services include:

Securing the Keys to the Kingdom: Exploring the Depths of Privileged Access Management (PAM)

Aggregated on: 2024-02-09 11:02:05

In the paradigm of zero trust architecture, Privileged Access Management (PAM) is emerging as a key component in a cybersecurity strategy, designed to control and monitor privileged access within an organization. This article delves into the pivotal role of PAM in modern cybersecurity, exploring its principles, implementation strategies, and the evolving landscape of privileged access. What Is a Privileged User and a Privileged Account? A privileged user is someone who has been granted elevated permissions to access certain data, applications, or systems within an organization. These users are typically IT admins who require these privileges to perform their job duties, such as system administrators, database administrators, and network engineers.

SQL Query Performance Tuning in MySQL - Part 2

Aggregated on: 2024-02-08 21:17:05

In this article, we will analyze how composite index can help us with better query response time from DB. In SQL, a composite index is an index built on multiple columns within a table, instead of just one. If you go through the first part of this article SQL Query Performance Tuning in MySQL - Part 1, you would have a better understanding of setup.

Stifling Creativity in the Name of Data

Aggregated on: 2024-02-08 20:47:05

In the modern software development landscape, data reigns supreme. Product decisions are driven by customer feedback, analytics rule the roadmap, and ideas face endless validation before seeing the light of day. But are we sacrificing creativity in the quest to remove intuition and guessing from the equation? Buildkite's CEO Keith Pitt believes we just might be. While data and metrics fuel today's development, Pitt argues that breakthrough products don't spring from spreadsheets. "Innovation does not come from focus groups," he asserts. "Customers aren't good at ideation."

REST Gateway for a gRPC Service, Part 2

Aggregated on: 2024-02-08 20:32:05

As a quick recap, in Part 1: We built a simple gRPC service for managing topics and messages in a chat service (like a very simple version of Zulip, Slack, or Teams). gRPC provided a very easy way to represent the services and operations of this app. We were able to serve (a very rudimentary implementation) from localhost on an arbitrary port (9000 by default) on a custom TCP protocol. We were able to call the methods on these services both via a CLI utility (grpc_cli) as well as through generated clients (via tests). The advantage of this approach is that any app/site/service can access this running server via a client (we could also generate JS or Swift or Java clients to make these calls in the respective environments).

Sentiment Analysis: How Amazon Aurora Machine Learning and Comprehend Can Revolutionize Customer Review Analysis

Aggregated on: 2024-02-08 20:17:05

Sentiment analysis can be used to determine what people think about the products or services they use. Human emotions in customer reviews captured as text data can be examined and interpreted by natural language processing algorithms (NLP). Organizations that understand the value of sentiment analysis can use it effectively to gauge customer satisfaction, tailor their offerings, and improve their services based on real feedback. In the world of e-commerce and online services, customer reviews contain tons of information about their behavior. A detailed analysis of these reviews can reveal important information on the tastes and habits of customers, the features they find useful, and whether a product or service fits into their lifestyle. Sentiment analysis is the process of scanning these reviews and categorizing them as positive, negative, neutral, or mixed. The process of sentiment analysis thus allows organizations to understand customer views at scale enabling them to respond to market trends and stay ahead of potential competition.

Code Search Using Retrieval Augmented Generation

Aggregated on: 2024-02-08 20:17:05

Retrieval Augmented Generation (RAG) is becoming a popular paradigm for bridging the knowledge gap between pre-trained Large Language models and other data sources. For developer productivity, several code copilots help with code completion. Code Search is an age-old problem that can be rethought in the age of RAG. Imagine you are trying to contribute to a new code base (a GitHub repository) for a beginner task. Knowing which file to change and where to make the change can be time-consuming. We've all been there. You're enthusiastic about contributing to a new GitHub repository but overwhelmed. Which file do you modify? Where do you start? For newcomers, the maze of a new codebase can be truly daunting. Retrieval Augmented Generation for Code Search The technical solution consists of 2 parts.

Dockerize a Flask Python App: Step-by-Step

Aggregated on: 2024-02-08 19:47:05

What if you were asked to deploy your Python Flask application or Dockerize a Flask app 100 times a day on a virtual machine? This would be a tedious and frustrating task, as most people would agree. This article shows you how to Dockerize a Flask Python application to overcome the above scenario. Setting up a machine manually to deploy your Python Flask application multiple times can easily lead to human error and increase the chances of missing certain dependencies. It takes plenty of time to figure out the errors, fix them, and then deploy the applications.

Hardening Apache APISIX With the OWASP's Coraza and Core Ruleset

Aggregated on: 2024-02-08 19:32:05

The Open Worldwide Application Security Project is an online community that produces freely available articles, methodologies, documentation, tools, and technologies in the fields of IoT, system software and web application security. The OWASP provides free and open resources. It is led by a non-profit called The OWASP Foundation. The OWASP Top 10 - 2021 is the published result of recent research based on comprehensive data compiled from over 40 partner organizations. - OWASP website

AI for Web Devs: Deploying Your AI App to Production

Aggregated on: 2024-02-08 18:47:05

Welcome back to the series where we have been building an application with Qwik that incorporates AI tooling from OpenAI. So far we’ve created a pretty cool app that uses AI to generate text and images. Intro and Setup Your First AI Prompt Streaming Responses How Does AI Work Prompt Engineering AI-Generated Images Security and Reliability Deploying Now, there’s just one more thing to do. It’s launch time!

How To Become an AI Expert: Career Guide and Pathways

Aggregated on: 2024-02-08 18:32:05

Artificial intelligence (AI) is one of the twenty-first century's most exciting and rapidly developing fields. Artificial intelligence has the potential to transform a variety of industries, including education, healthcare, retail, e-commerce, public relations, small businesses, recruitment, services, and manufacturing. AI can also improve the quality of life for millions of people worldwide by solving complex problems, increasing efficiency, and developing novel solutions.

Best Practices To Create Highly Secure Applications in Mule 4

Aggregated on: 2024-02-08 17:32:05

In this blog, I would like to share a few best practices for creating highly secure applications in Mule 4 (security at various levels/layers — application, data, etc.) for all deployment options. Most of the configuration details (relevant to security) shared here are taken from MuleSoft documentation/articles/blogs.

Good Application Security Posture Requires Good Data

Aggregated on: 2024-02-08 17:32:05

The term 'security posture" is used to describe the state of an organization's overall security and response readiness. Multiple solutions are emerging that aggregate findings to provide a holistic view of enterprise security risks. Security posture can also be seen as a way to prioritize security efforts, helping you answer the question, "What should we work on next?" based on balancing risks by analyzing in-context data and weighing the remediation efforts required.

Mastering Test Code Quality Assurance

Aggregated on: 2024-02-08 16:32:05

Over the years, many articles have highlighted the importance of unit and integration tests and their benefits. They enable quick and accurate identification of errors, simplify the debugging process, support safe refactoring, and prove invaluable during code reviews. These tests can also significantly reduce development costs, help catch mistakes early, and ensure the final product aligns well with its specifications. As such, testing is often viewed as a central part of the development process. However, within the developer community, it's become clear in recent years that merely having unit and integration tests isn't enough. A growing number of blog posts and articles emphasize the need for well-structured and formatted tests. So, why is this aspect so crucial? Best Practices In short, poorly formatted tests or those exhibiting anti-patterns can significantly hamper a project's progress. It's not just my perspective. Many articles stress the significance of well-structured testsand provide best practices and insights on this topic.

A Comprehensive Guide To Achieving SOC 2 Compliance

Aggregated on: 2024-02-08 16:17:05

Data security and privacy are one of the top priorities for organizations and their clients in the current digital era. Industry standards and regulatory frameworks have been developed to make sure that businesses manage sensitive data appropriately. The SOC (System and Organisation Controls) 2 is one such standard. Obtaining SOC 2 compliance demonstrates an organization’s commitment to data security and privacy, which can enhance trust and confidence among customers and partners. It’s particularly relevant for businesses that handle sensitive or private data, such as technology, healthcare, finance, and other sectors. In this blog post, we’ll define SOC 2 compliance and walk you through the various phases and processes you can follow to achieve it.

Unleashing the Power of WebAssembly to Herald a New Era in Web Development

Aggregated on: 2024-02-08 16:17:05

The continuous upgrades in the landscape of web development are empowering software developers every day with all the leverage they need to enhance performance, improve efficiency, and create richer user experiences across various domains. Enter WebAssembly (Wasm), a game-changing technology that is setting the stage for a new era in web development. Follow along as we delve into the intricacies of WebAssembly, discuss its impact on web development, and understand how it's becoming an indispensable tool in a developer's arsenal for all the right reasons. But first, let’s find out what WebAssembly is.

A Guide To Visual Regression Testing With PlayWright and How to Get Started

Aggregated on: 2024-02-08 15:47:05

I’m pretty sure that you’ve had a situation where you deployed a major UX change on your web app and missed the most obvious issues, like a misaligned button or distorted images. Unintended changes on your site can cause not only a sharp decline in user satisfaction but also a large fall in sales and customer retention. By identifying and resolving these discrepancies before the update went live, you could have prevented these outcomes.

In-Depth Guide To Choosing the Right Technology Stack for Your Web Application

Aggregated on: 2024-02-08 15:17:05

The choice of technology used in developing a web application is crucial, as it greatly influences its success. There are several technology stacks out there, so it can be confusing to choose the right stack, especially for beginners. A technology stack manages your digital marketing, the kind of products you can create, and the general success of your company. It is made up of databases, frameworks, libraries, programming languages, and infrastructure parts that work together to create scalable, secure, and functional web applications.

How To Build a Task-Tracker Application in Minutes Using TiDB Cloud Data Service and Vercel

Aggregated on: 2024-02-08 15:17:05

In our previous post, we introduced TiDB Cloud Data Service (TCDS), a fully managed, low-code backend-as-a-service solution. By seamlessly integrating your data with any application or service through HTTPS, TCDS enables developers to rapidly construct secure and scalable data-driven applications. This blog guides you through building REST endpoints with TCDS while constructing a Task Tracker app. Focused on backend development, the tutorial covers creating clusters and tables, inserting data, and crafting APIs. It also provides steps for integrating the React frontend hosted on Vercel with the backend. By the end of this tutorial, you will gain a comprehensive understanding of TCDS and acquire a fully functional backend solution catering to both beginners and seasoned developers.

Optimizing Filtered Vector Search in MyScale

Aggregated on: 2024-02-08 14:47:05

Vector search looks for similar vectors or data points in a dataset based on their vector representations. However, pure vector search is rarely sufficient in real-world scenarios. Vectors usually come with metadata, and users often need to apply one or more filters to this metadata. That makes filtered vector search come into play. Filtered vector search is becoming increasingly vital for intricate retrieval scenarios. You can apply a filtering mechanism to filter out the undesired vectors beyond the top-k/range of multi-dimensional embeddings.

How To Prioritize Your Workload: 9 Steps and Tips

Aggregated on: 2024-02-08 14:17:05

After thorough workload prioritization and dedicated team efforts, still feeling reaching nowhere near your goal? The key is not to prioritize what's on your schedule but to schedule your priorities. — Stephen Covey