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BSidesAustin 2023: CyberSecurity In The Texas Tech Capital

Aggregated on: 2023-09-21 19:46:49

Austin, Texas, is a city filled with music, vibrant nightlife, and some legendary BBQ. It is also one of the great tech hubs of the southern United States, home to a wide variety of tech innovators like Indeed, SolarWinds, and Amazon's Whole Foods. It is simultaneously home to one of the largest tech events in the world, SXSW, as well as many smaller tech events, including BSides Austin 2023. Like other BSides, Austin had informative sessions, a number of training opportunities, and several villages, including capture the flag, lockpicking, and more. Here are just a few of the highlights from this year's excellent event.

Cognitive AI: The Road To AI That Thinks Like a Human Being

Aggregated on: 2023-09-21 19:31:49

One of the most persistent myths surrounding the advent of Artificial Intelligence lies in the fantasy that advanced new technologies carry the "superpower" of being able to address every subject. For some, AI is providential, while for others, it is nothing less than a threat to humanity. In reality, artificial intelligence technologies cannot solve problems for which they were not designed.

How To Create a “Hello, World!” Module in Magento 2

Aggregated on: 2023-09-21 19:31:49

In this blog post, we will explain how to easily create a "Hello, World!" module in Magento 2. Take note that the concept of local/community/core/folders only existed in Magento 1 and we don’t use them in Magento 2. Steps To Create the Hello, World! Module All of our custom modules in Magento 2 go under the app/code directory. The first step towards creating a module in Magento 2 is to create a folder inside your project directory named after the module. This will be where all the files related to the module will reside. The modules have a 2-part naming structure; i.e., Namespace/Module. This is so that the modules can be organized more efficiently.

Nine Benefits of Offshore Software Development

Aggregated on: 2023-09-21 19:16:49

In today's highly competitive business landscape, staying ahead of the curve often means leveraging the expertise and resources available around the globe. Offshore software development has emerged as a strategic approach for companies looking to optimize their software development processes and reduce costs while maintaining high-quality outcomes. In this blog, we'll delve into nine key benefits of offshore software development and how it can be a game-changer for your business. What Is Offshore Software Development? Offshore software development is a business practice where a company or organization outsources its software development tasks and projects to a team of software developers or a software development company located in a different country or region, typically one with lower labor costs. This approach allows businesses to leverage the expertise, skills, and cost advantages available in other parts of the world while focusing on their core business activities.

How Vector Similarity Search Can Drive Results in Consumer Spending

Aggregated on: 2023-09-21 19:16:49

With all the buzz about large language models, vectors, and vector search, it's important to take a step back and understand how these artificial intelligence technology advancements translate into results for an organization and, ultimately, its customers. The Problem Today, we met with the Promotions team. They’re looking for our help in making some smarter decisions about customer advertisements, offers, and coupons. Right now, promotions are mainly based on geographic markets. So, promotions sent out to customers in one city will be different from promotions offered to customers in another city. Thus, these campaigns have to be planned out ahead of time.

Automate Your Quarkus Deployment Using Ansible

Aggregated on: 2023-09-21 18:46:49

In this article, we’ll explain how to use Ansible to build and deploy a Quarkus application. Quarkus is an exciting, lightweight Java development framework designed for cloud and Kubernetes deployments, and Red Hat Ansible Automation Platform is one of the most popular automation tools and a star product from Red Hat. Set Up Your Ansible Environment Before discussing how to automate a Quarkus application deployment using Ansible, we need to ensure the prerequisites are in place. First, you have to install Ansible on your development environment. On a Fedora or a Red Hat Enterprise Linux machine, this is achieved easily by utilizing the dnf package manager:

Information Security: AI Security Within the IoT Industry

Aggregated on: 2023-09-21 17:31:49

As the digital age progresses, we find ourselves amidst numerous ways of transmitting and storing information. From the smart devices that indwell our homes to the advanced artificial intelligence systems powering industries, the intertwining of technology with our daily lives has never been so intricate. Yet, with this profound integration comes a tough reality: the more channels and repositories for information we create, the larger the expanse for potential threats. These threats not only increase in number but also the magnitude of their impact. It is more evident when it comes to AI security within the IoT industry. While introducing its revolutionary potential, IoT also presents novel security challenges that demand our highest attention. This article aims to immerse the reader into the world of AI Security in the IoT industry, exploring the vulnerabilities, the potential threats, and the strategies for ensuring a safer digital future, as well as providing the reader with more understanding of the different kinds of “securities” that underlie the topic.

How To Simplify Multi-Cluster Istio Service Mesh Using Admiral

Aggregated on: 2023-09-21 16:31:49

In today’s rapidly evolving technological landscape, organizations are increasingly embracing cloud-native architectures and leveraging the power of Kubernetes for application deployment and management. However, as enterprises grow and their infrastructure becomes more complex, a single Kubernetes cluster on a single cloud provider may no longer suffice, potentially leading to limitations in redundancy, disaster recovery, vendor lock-in, performance optimization, geographical diversity, cost-efficient scaling, and security and compliance measures. This is where the concept of a multi Kubernetes cluster on multi-cloud, combined with a multi-cluster service mesh, emerges as a game-changer. This does sound complex, but let’s walk through and understand each part in the coming sections. In this blog post, we will learn why a multi-cluster setup is needed? How does Istio Service Mesh work on multi-clusters? How does Admiral simplify multi-cluster Istio configuration? And then, we will set up the end-to-end service communication on multi-cloud Kubernetes clusters on AWS and Azure.

Top 7 Best Practices DevSecOps Team Must Implement in the CI/CD Process

Aggregated on: 2023-09-21 15:31:49

Almost every organization has implemented CI/CD processes to accelerate software delivery. However, with this increased speed, a new security challenge has emerged. Deployment speed is one thing, but without proper software checks, developers may inadvertently introduce security vulnerabilities, leading to grave risks to business operations. As a result, most organizations are either making DevOps responsible for ensuring the security of their delivery process or creating a dedicated DevSecOps team with the same goal. In this article, we will discuss the top seven best practices that DevSecOps teams can implement in their CI/CD process to make their software delivery process more secure.

Essential Complexity Is the Developer's Unique Selling Point

Aggregated on: 2023-09-21 12:46:49

In my previous post, I highlighted the difference between efficiency and effectiveness and how it maps to artificial versus human intelligence. Doing things fast and with minimum waste is the domain of deterministic algorithms. But to know when we’re building the right thing (effectiveness) is our domain. It’s a slippery and subjective challenge, tied up with the confusing reality of trying to make human existence more comfortable with the help of software. Today I want to talk about essential complexity. A fully autonomous AI programmer would need to be told exactly what we want, and why, or it should be sufficiently attuned to our values to fill in the gaps. Sadly, we cannot trust AI yet to reliably connect the dots without human help and corrections. It’s not like telling an autonomous vehicle where you want to go. That has a very simple goal – and we’re nowhere near a failsafe implementation.

Continuous Integration vs. Continuous Deployment

Aggregated on: 2023-09-21 12:46:49

The terms Continuous Integration and Continuous Delivery/Deployment tend to be combined into the acronym CI/CD to describe the process of building and deploying software, often without distinction between the two. The terms describe distinct processes, even if combining them suggests that Continuous Delivery and Continuous Deployment are an extension of Continuous Integration and the execution of both processes is the responsibility of a single tool. Assuming CI/CD is just CI with a deployment step ignores some fundamental differences between the two processes. In this post, we look at:

Message Construction: Enhancing Enterprise Integration Patterns

Aggregated on: 2023-09-21 12:46:49

In today’s interconnected digital landscape, businesses often rely on multiple applications, systems, and services to support their operations. To ensure seamless communication and data exchange between these disparate components, enterprise integration patterns play a crucial role. At the heart of these integration patterns lies message construction, which involves the creation and structuring of messages for effective communication and interoperability. Whether interactions are taking place between people, systems, or organizations, effective communication is at the core of every successful interaction. Messages are essential for data exchange and interoperability in the fields of computer science and information systems. It is crucial to use clearly defined message construction patterns in order to ensure seamless communication. These patterns offer a structured method for creating messages, promoting comprehension, compatibility, and effective information exchange.

Build a Flow Collectibles Portal Using Cadence (Part 2)

Aggregated on: 2023-09-21 12:46:49

Welcome to the final step in creating your Collectibles portal! Part one of this short series focused on building the collections portal. In this part, we'll focus on building the frontend—the last piece of the puzzle. Here's what we'll achieve: Connect with Flow Wallet: You'll be able to link your Flow Wallet.

Exploring Edge Computing: Delving Into Amazon and Facebook Use Cases

Aggregated on: 2023-09-21 01:31:48

The rapid growth of the Internet of Things (IoT) and the increasing need for real-time data processing have led to the emergence of a new computing paradigm called edge computing. As more devices connect to the internet and generate vast amounts of data, traditional centralized cloud computing struggles to keep pace with the demand for low-latency, high-bandwidth communication. This article aims to provide a deeper understanding of edge computing, its benefits challenges, and a detailed examination of its application in Amazon and Facebook use cases. Understanding Edge Computing Edge computing is a distributed computing model that moves data processing and storage closer to the source of data generation. Instead of relying solely on centralized cloud data centers, edge computing enables processing to occur at the "edge" of the network, using devices like IoT sensors, local servers, or edge data centers. This approach reduces the amount of data transmitted to and from central data centers, thus easing the burden on network infrastructure and improving overall performance.

Why Angular and ASP.NET Core Make a Winning Team

Aggregated on: 2023-09-21 01:31:48

The seamless functioning of an application requires a robust build and flawless coordination between its front-end and back-end technologies. The front end is responsible for defining the UI and UX of an app, while the back end powers its features and handles logic. That’s why it is imperative that developers come up with a combination of technologies that ensures maximum feasibility between both ends, thereby empowering the creation of a robust, functional application.

Maximizing Uptime: How to Leverage AWS RDS for High Availability and Disaster Recovery

Aggregated on: 2023-09-20 23:31:48

In today's digital era, businesses depend on their databases for storing and managing vital information. It's essential to guarantee high availability and disaster recovery capabilities for these databases to avoid data loss and reduce downtime. Amazon Web Services (AWS) offers a remarkable solution to meet these goals via its Relational Database Service (RDS). This article dives into implementing high availability and disaster recovery using AWS RDS. Grasping AWS RDS Amazon RDS is a managed database service, making database deployment, scaling, and handling more straightforward. It accommodates database engines like MySQL, PostgreSQL, Oracle, and SQL Server. AWS RDS oversees regular tasks such as backups, software patching, and hardware provisioning, thus enabling users to concentrate on their applications instead of database management.

Rethinking Quality Assurance in the Age of Generative AI

Aggregated on: 2023-09-20 22:46:48

Generative AI is enabling software developers to create more code much faster than before. For software quality test engineers entrusted with assuring that applications get released on time and without bugs, GenAI presents both a challenge and a solution for addressing this issue. More specifically, it provides an opportunity to emphasize the importance of testing the user experience. For too long, quality assurance engineers have been made to prioritize functionality, performance, and security testing over other aspects. Now is the dawn of a new era of testing that proves more comprehensive and delivers a broad range of benefits for engineers and testers alike.

Maximising Data Analytics: Microsoft Fabric vs. Power BI

Aggregated on: 2023-09-20 22:46:48

In the ever-evolving world of data analytics, choosing the right tools can make all the difference in harnessing the power of data for your organization. Two key players in this arena are Microsoft Fabric and Power BI, each with its unique strengths and applications. In this blog, we'll delve deeper into the comparison between these platforms to help you make an informed choice for your data analytics needs. 1. Purpose of the Platforms Microsoft Fabric: A Holistic Analytics Solution Microsoft Fabric is a comprehensive analytics solution tailored for enterprises of all sizes. Its primary objective is to provide a unified platform that caters to the diverse needs of business users and data analysts alike. Fabric encompasses a wide spectrum of analytics processes, including data movement, data science, real-time analytics, and business intelligence. By consolidating these processes into a single platform, Microsoft Fabric simplifies the complex landscape of enterprise analytics, making it accessible and streamlined.

Going Lean on Your Testing Approach

Aggregated on: 2023-09-20 22:31:48

When teams are looking to transform, optimize, or cut costs in testing, where do they first look? More often than not, they follow the advice given by outside consultancies: “You haven’t got enough test automation,” or “Your peers have achieved xx% tests executed through automation.” There are a number of problems with this advice:

Software Verification and Validation With Simple Examples

Aggregated on: 2023-09-20 20:31:48

Verification and validation are two distinct processes often used in various fields, including software development, engineering, and manufacturing. They are both used to ensure that the software meets its intended purpose, but they do so in different ways. Verification Verification is the process of checking whether the software meets its specifications. It answers the question: "Are we building the product right?" This means checking that the software does what it is supposed to do, according to the requirements that were defined at the start of the project. Verification is typically done by static testing, which means that the software is not actually executed. Instead, the code is reviewed, inspected, or walked through to ensure that it meets the specifications.

HLS in Depth

Aggregated on: 2023-09-20 19:46:48

HLS (HTTP Live Streaming) is a live streaming protocol that leverages current widespread HTTP technologies to deliver live video + audio experiences to large audiences. Initially developed by Apple in 2009, it has gained wide adoption across devices ranging from desktops and mobile phones to smart TVs. The iPhone drove its initial adoption, and having a significant market share in the mobile space, its supporting HLS by default was an excellent booster.

A Better Web3 Experience: Account Abstraction From Flow (Part 2)

Aggregated on: 2023-09-20 19:46:48

In part one of this two-part series, we looked at how walletless dApps smooth the web3 user experience by abstracting away the complexities of blockchains and wallets. Thanks to account abstraction from Flow and the Flow Wallet API, we can easily build walletless dApps that enable users to sign up with credentials that they're accustomed to using (such as social logins or email accounts). We began our walkthrough by building the backend of our walletless dApp. Here in part two, we'll wrap up our walkthrough by building the front end. Here we go!

GenAI-Infused ChatGPT: A Guide To Effective Prompt Engineering

Aggregated on: 2023-09-20 19:16:48

In today's world, interacting with AI systems like ChatGPT has become an everyday experience. These AI systems can understand and respond to us in a more human-like way. But how do they do it? That's where prompt engineering comes in. Think of prompt engineering as the instruction manual for AI. It tells AI systems like ChatGPT how to understand what we want and respond appropriately. It's like giving clear directions to a helpful friend.

How TIBCO Is Evolving Its Platform To Embrace Developers and Simplify Cloud Integration

Aggregated on: 2023-09-20 18:31:48

Legacy integration and analytics provider TIBCO is at an inflection point. Founded in 1997, the company built its reputation as a leader in on-premises enterprise messaging and event processing. But today's era of cloud, containers, and pervasive APIs requires a new approach. At the recent TIBCO NEXT conference, I sat down with Matt Ellis, Senior Director of Product Management, and Rajeev Kozhikkattuthodi, VP of Product, to learn how TIBCO is adapting its connected intelligence platform and product portfolio to meet modern customer needs.

How To Secure Your CI/CD Pipelines With Honeytokens

Aggregated on: 2023-09-20 18:31:48

In the realm of software development, Continuous Integration and Continuous Deployment (CI/CD) pipelines have become integral. They streamline the development process, automate repetitive tasks, and enable teams to release software quickly and reliably. But while CI/CD pipelines are a marvel of modern development practices, they also present potential security vulnerabilities. With the integration of various tools, systems, and environments, CI/CD pipelines often deal with sensitive information, making them a potential target for cyber attacks. Consequently, it's crucial to weave in robust security measures to protect these pipelines and maintain the integrity of your development process.

Predicting Stock Data With Cassandra and TensorFlow

Aggregated on: 2023-09-20 18:16:48

The scenario that this blog will cover is a time-series forecasting of a specific stock price. The problem itself is very common and widely known. That being said, this is a technology demo and is in no way intended as market advice. The purpose of the demo is to show how Astra and TensorFlow can work together to do time-series forecasting. The first set is setting up your database. Getting Test Data Now that you have the database, credentials, and bundle file on your machine, let’s ensure you get the data needed to run this tutorial. This data is open source and available on many platforms. One of which is the Kaggle platform, where people have already done the work of gathering this data via APIs.

Build a Serverless App Fast with Zipper: Write TypeScript, Offload Everything Else

Aggregated on: 2023-09-20 15:46:48

I remember the first time I saw a demonstration of Ruby on Rails. With very little effort, demonstrators created a full-stack web application that could be used for real business purposes. I was impressed – especially when I thought about how much time it took me to deliver similar solutions using the Seam and Struts frameworks. Ruby was created in 1993 to be an easy-to-use scripting language that also included object-oriented features. Ruby on Rails took things to the next level in the mid 2000s – arriving at the right time to become the tech-of-choice for the initial startup efforts of Twitter, Shopify, GitHub, and Airbnb.

SAP Business One vs. NetSuite: Comparison and Contrast of ERP Platforms

Aggregated on: 2023-09-20 15:01:48

In the highly competitive scenario and vast landscape of Small-Medium Businesses (SMBs) and Mid-Market Enterprises (MMEs), choosing the ideal ERP solution can be an intricate task. In this post, we will compare two popular ERP platforms: SAP Business One and NetSuite. This comparison will help you make the right decision for your company. Both these "all-in-one" ERP solutions cater to various industry sectors with comprehensive functionalities and enterprise-level features. Startups and SMBs that focus on achieving rapid growth consider SAP Business One and Oracle NetSuite as their go-to choices.

What Is Kubernetes RBAC and Why Do You Need It?

Aggregated on: 2023-09-20 14:31:48

What Is Kubernetes RBAC? Often, when organizations start their Kubernetes journey, they look up to implementing least privilege roles and proper authorization to secure their infrastructure. That’s where Kubernetes RBAC is implemented to secure Kubernetes resources such as sensitive data, including deployment details, persistent storage settings, and secrets. Kubernetes RBAC provides the ability to control who can access each API resource with what kind of access. You can use RBAC for both human (individual or group) and non-human users (service accounts) to define their types of access to various Kubernetes resources. For example, there are three different environments, Dev, Staging, and Production, which have to be given access to the team, such as developers, DevOps, SREs, App owners, and product managers.

A Continuous Testing Approach to Performance

Aggregated on: 2023-09-20 13:46:48

A term you have probably heard a lot nowadays is continuous testing. Continuous testing explained simply, is about testing everywhere across the software development lifecycle and should include activities beyond automation, such as exploratory testing. Continuous testing implies that testing is not shifted but is found at every stage of the software development lifecycle. This is supported by the famous Continuous Testing in DevOps model created by Dan Ashby, which you can see in Figure 1.

Exploring the Evolution and Impact of Computer Networks

Aggregated on: 2023-09-20 13:01:48

In today's interconnected world, computer networks have become the backbone of modern communication and information exchange. They enable the seamless transmission of data, facilitate collaboration, and connect individuals and devices across the globe. This article delves into the evolution, components, and significance of computer networks. We will explore their history, the key networking technologies and protocols, and the impact they have had on various aspects of our lives.

Freedom to Code on Low-Code Platforms

Aggregated on: 2023-09-20 00:01:48

All low-code platforms offer some or full code access, visibility, extensibility, and proprietariness. These vary significantly from vendor to vendor. Professional developers can realize their full potential on low-code platforms only with complete freedom to access and modify the code. Low-code development platforms have gained significant popularity recently, allowing users to create applications with minimal coding knowledge or experience. They abstract much of the complexity involved in traditional coding by providing pre-built components and visual interfaces.

The Emergence of Cloud-Native Integration Patterns in Modern Enterprises

Aggregated on: 2023-09-19 23:16:48

In a constantly evolving enterprise landscape, integration remains the linchpin for seamless interactions between applications, data, and business processes. As Robert C. Martin aptly said, "A good architecture allows for major decisions to be deferred," emphasizing the need for Agile and adaptable integration strategies. The advent of cloud technologies has fundamentally reimagined how businesses approach integration. While traditional paradigms offer a foundational perspective, cloud-native integration patterns bring a transformative element to the table, reshaping the conventional wisdom around integrating modern business systems. The New Playground: Why Cloud-Native? Cloud-native architecture has become the new frontier for businesses looking to scale, adapt, and innovate in an increasingly interconnected world. But why is going cloud-native such a critical move? One primary reason is scalability. Traditional architectures, while robust, often face limitations in their ability to adapt to fluctuating demands. As Simon Wardley, a researcher in the field of innovation, once observed, "Historically, our approach to creating scalable, reliable systems required building bigger machines." But cloud-native architectures flip this script. They allow organizations to break free from the limitations of monolithic systems, embracing microservices and containers that scale horizontally.

Why Is SaaS Compliance Important?

Aggregated on: 2023-09-19 23:16:48

In the dynamic landscape of the digital era, the significance of SaaS (Software as a Service) has escalated exponentially. As we venture into 2023, the emphasis on SaaS compliance has become a focal point for businesses globally. In this comprehensive guide, we unravel the intricacies of Why is SaaS Compliance Important in 2023, offering a glimpse into the regulatory landscape, data privacy concerns, and the pivotal role of compliance in fostering customer trust and business continuity. SaaS Compliance Landscape SaaS compliance is a multifaceted entity, branching into three distinct domains, each harboring its unique prerequisites.

Data Annotation's Essential Role in Machine Learning Success

Aggregated on: 2023-09-19 23:01:48

As machine learning develops rapidly, data will remain the cornerstone of success. Machine learning models are robust and effective when they are powered by high-quality and accurately labeled data. Data annotation is the process of labeling data to make it understandable for machines, enabling them to learn and make informed decisions. In this blog, we will delve into the significance of data annotation, its various methods, applications, challenges, and its pivotal role in shaping the future of AI. The Significance of Data Annotation Data annotation serves as the bridge between raw data and machine learning algorithms. While humans easily interpret images, texts, and audio, computers require structured and labeled data to comprehend them. Whether it's training self-driving cars to recognize pedestrians, teaching chatbots to understand user intents, or enabling medical imaging systems to identify anomalies, data annotation is the underlying foundation.

MuleSoft: Tactical and Strategical Role of an Application Template

Aggregated on: 2023-09-19 22:31:48

This story started with a new project when businesses expressed concerns about existing integrations and shared their views and expectations for our future POC (Proof of Concept). The business's main interest revolved around troubleshooting, after-development support, onboarding, and knowledge transfer for future projects. Disappointment with existing Point-to-Point integrations developed by third-party vendors with various technologies, patterns, and approaches was a big headache and challenge for the volatile business environment. Our POC aimed to resolve existing pain points and set up a strategic foundation for future implementations, which was supposed to resolve troubleshooting, after-development support, onboarding, and knowledge transfer problems.

No Spark Streaming, No Problem

Aggregated on: 2023-09-19 22:16:48

Spark is one of the most popular and widely used big data processing frameworks in the world. It has a large open-source community, with continuous development, updates, and improvements being made to the platform. Spark has gained popularity due to its ability to perform in-memory data processing, which significantly accelerated the data processing times compared to traditional batch processing systems like Hadoop MapReduce. However, all that glitters is not gold. Spark is well known for being one of the best data processing frameworks available in the market, thanks to its capacity to process batch data, but when it comes to streaming data, Spark can be challenging if you don’t have previous experience working with any streaming framework.

Organizational Agility With SAFe in Turkcell IFTS Directorate

Aggregated on: 2023-09-19 21:31:48

In today's business world, companies need to be in continuous development and continuous integration as learning organizations in order to catch up with the developing technology and stay ahead of the competition in the market. This article is about organizational agility and converging the learning Agile teams in the same department to make them work on the common backlog when it is needed with aligned know-how.

Breaking Down Silos: The Importance of Collaboration in Solution Architecture

Aggregated on: 2023-09-19 21:16:48

In today's fast-paced digital world, businesses need to be able to adapt quickly to change in order to stay ahead of the curve. This is where digital transformation comes in. Digital transformation is the process of using technology to improve the way a business operates. Solution architects are the people who make digital transformation possible by designing and implementing the technology solutions that businesses need. But solution architects can't do it alone. They need to be able to communicate and collaborate effectively with other stakeholders, such as enterprise architects, business owners, and technical sellers. Communication and collaboration are essential for ensuring that solutions are aligned with business goals, technically feasible, and meet the needs of all stakeholders.

Agile Estimation: Techniques and Tips for Success

Aggregated on: 2023-09-19 20:46:48

Agile estimation plays a pivotal role in Agile project management, enabling teams to gauge the effort, time, and resources necessary to accomplish their tasks. Precise estimations empower teams to efficiently plan their work, manage expectations, and make well-informed decisions throughout the project's duration. In this article, we delve into various Agile estimation techniques and best practices that enhance the accuracy of your predictions and pave the way for your team's success. The Essence of Agile Estimation Agile estimation is an ongoing, iterative process that takes place at different levels of detail, ranging from high-level release planning to meticulous sprint planning. The primary objective of Agile estimation is to provide just enough information for teams to make informed decisions without expending excessive time on analysis and documentation.

How To Migrate Vector Data From PostgreSQL to MyScale

Aggregated on: 2023-09-19 20:46:48

The rapid growth of AI and ML applications, particularly those involving large-scale data analysis, has increased the demand for vector databases that can efficiently store, index, and query vector embeddings. Therefore, vector databases like MyScale, Pinecone, and Qdrant continue to be developed and expanded to meet these requirements. At the same time, traditional databases continue to improve their vector data storage and retrieval capabilities. For instance, the well-known relational database PostgreSQL and its pgvector extension provide similar functionality, albeit less effectively than a well-optimized vector database.

How To Aim for High GC Throughput

Aggregated on: 2023-09-19 20:31:47

Three or four decades back, developers were responsible for evicting (i.e., deallocating) the objects they created in applications. Business applications are quite complex, with different workflows, use cases, and scenarios. Even if a developer missed releasing an object for one scenario, objects would accumulate in memory, causing memory leaks. When Java was introduced in 1995, it promised automatic garbage collection. It revolutionized memory management by shifting the responsibility of deallocating objects from developers to the Java Virtual Machine (JVM). The entire industry embraced this innovative idea, as developers no longer needed to worry about manual memory management. Since then, automatic garbage collection has become a default feature in all modern programming languages. In this post, let’s explore a key performance metric studied during garbage collection: ‘GC Throughput.’ We’ll understand what it means, its significance in Java applications, and how it impacts overall performance. Additionally, we’ll delve into actionable strategies to improve GC Throughput, unlocking its benefits for modern software development.

How To Learn Secure Software Development Lifecycle (SDLC)

Aggregated on: 2023-09-19 18:46:47

Secure software development is crucial to safeguarding sensitive data and protecting against cyber threats. Learning the ins and outs of the Secure Software Development Lifecycle (SDLC) is a fundamental step for anyone aspiring to become a proficient software developer. In this comprehensive guide, we will break down the essential elements of SDLC and provide you with a roadmap to learn it effectively. A secure SDLC is essential because it ensures that software is developed with security in mind, reducing the risk of vulnerabilities and cyberattacks.

The Promise and Peril of Generative AI for Cybersecurity

Aggregated on: 2023-09-19 18:16:47

A recent panel discussion at Black Hat 2023, Generative AI: Security Friend or Foe?, provided insights into how generative AI models like ChatGPT could impact security teams. Kelly Jackson, Editor-in-Chief of Dark Reading, moderated the roundtable with cybersecurity leaders Josh Zelonis of Palo Alto Networks, Fred Kwong of DeVry University, and analyst Curt Franklin of Omdia. The rapid emergence of generative AI presents both opportunities and risks for security professionals. On the upside, generative models can help automate repetitive tasks and make security analysts more efficient. As Zelonis explained, AI is essential for responding at scale as environments grow more complex. Kwong highlighted benefits for threat research and education — AI can quickly summarize large amounts of data to accelerate skills development. Franklin cautioned that narrowly focused "domain expertise" AI is more realistic than general intelligence today.

The Systemic Process of Debugging

Aggregated on: 2023-09-19 18:16:47

Debugging is an integral part of software development. However, as projects grow in size and complexity, the process of debugging requires more structure and collaboration. This process is probably something you already do, as this process is deeply ingrained into most teams. It's also a core part of the academic theory behind debugging. Its purpose is to prevent regressions and increase collaboration in a team environment. Without this process, any issue we fix might come back to haunt us in the future. This process helps developers work cohesively and efficiently.

Four Ways for Developers To Limit Liability as Software Liability Laws Seem Poised for Change

Aggregated on: 2023-09-19 18:16:47

For many years, the idea of liability for defects in software code fell into a gray area. You can find debate about the topic going back and forth since at least the early 1990s. Throughout, software developers argued that they shouldn't be held liable for coding flaws that are both difficult to detect and sometimes even harder to fix. And in any case, knowingly exploiting software defects for nefarious purposes is a crime already — so shouldn't cyber criminals alone bear the responsibility for their actions? As a result of these arguments, there haven't been any serious attempts to pass legislation making developers liable for flaws in their code. And for even more ironclad protection, most software developers also include liability waivers in their EULAs. However, there's reason to believe that the winds surrounding this issue are beginning to shift. As a result of high-level policy reviews originating in the White House, multiple federal agencies, including the NSA, FBI, and CISA, are now calling for developers to develop workflows that make their software products secure by design and by default. And if that's the stance the US's top law enforcement agencies are going to take from now on, it's reasonable to assume that some kind of regulatory or statutory changes to that effect may soon follow.

Three Ways AI Is Reshaping DevSecOps

Aggregated on: 2023-09-19 17:46:47

With the integration of AI-enhancing developer tools, DevSecOps workflows are becoming faster and more efficient. From influencing how organizations operate on a daily basis to closing the developer skills gap, reducing testing and remediation time, and decreasing tool sprawl, AI’s benefits continue to increase tenfold with every advancement. However, cybercriminals are also using AI to create advanced malware, putting security at the top list of developer priorities. Developers are accustomed to incorporating security within software applications, but organizational roadblocks slow down production. As organizations shift from DevOps to DevSecOps, the modern developer’s role is becoming more closely tied to security measures. Let’s explore three ways AI is reshaping DevSecOps and how developers can help evaluate their organization’s security posture. 1. AI Is Evolving the Software Development Life Cycle Security threats are becoming increasingly sophisticated. One of the primary challenges nearly 46% of developers face is a lack of security expertise. Pressed for tighter product and application deliveries in the software development life cycle (SDLC), developers are often forced to look past incorporating security measures upfront, which eventually slows down production and time to market.

DevSecOps: Integrating Security Into Your DevOps Workflow

Aggregated on: 2023-09-19 15:16:47

The need for speed, agility, and security is paramount in the rapidly evolving landscape of software development and IT operations. DevOps, focusing on collaboration and automation, has revolutionized the industry. However, in an era where digital threats are becoming increasingly sophisticated, security can no longer be an afterthought. This is where DevSecOps comes into play - a philosophy and practices that seamlessly blend security into the DevOps workflow. This extensive guide will delve deep into the principles, benefits, challenges, real-world use cases, and best practices of DevSecOps. Understanding DevSecOps What Is DevSecOps? DevSecOps is an extension of DevOps, where "Sec" stands for security. It's a holistic approach integrating security practices into software development and deployment. Unlike traditional methods where security was a standalone phase, DevSecOps ensures that security is embedded throughout the entire Software Development Life Cycle (SDLC). The primary goal is to make security an enabler, not a bottleneck, in the development and deployment pipeline.

Auditing Spring Boot Using JPA, Hibernate, and Spring Data JPA

Aggregated on: 2023-09-19 14:46:47

In the ever-evolving landscape of software development, maintaining data integrity, ensuring security, and meeting regulatory compliance requirements are paramount. Auditing, the practice of meticulously tracking and recording changes to data and user actions within an application, emerges as a crucial component in achieving these objectives. In the context of Spring Boot, a versatile framework for building Java-based applications, auditing becomes not just a best practice but a necessity. In this comprehensive guide, we embark on a journey to explore the intricate world of auditing within Spring Boot applications. Our focus is on harnessing the combined power of three stalwarts in the Java ecosystem: Java Persistence API (JPA), Hibernate, and Spring Data JPA. By the end of this article, you will possess the knowledge and tools needed to implement robust auditing solutions tailored to your Spring Boot projects.

Graph Databases: Unleashing the Power of Relationships

Aggregated on: 2023-09-19 13:16:47

In the world of data management, graph databases have emerged as a powerful tool that revolutionizes the way we handle and analyze complex relationships. Unlike traditional relational databases, which rely on tables and columns, graph databases excel in capturing and representing connections between data points. This article explores the fundamental concepts of graph databases and highlights their applications and benefits.