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Rapid Software Development with AI In my efforts to show where we are as developers I am going to build and deploy some apps with AI to show how quick the Development cycle is with AI. First Project User Story: As a user, I want to be able to securely log in to the system using my credentials, so that I can access my personalized information and perform various actions. Requirements: User Registration: Users should be able to register with the system by providing a unique username, email address, and password. The system should verify the uniqueness of the username and email address during registration. Passwords should be securely hashed before storing them in the database. User Login: Users should be able to log in to the system using their username/email and password combination. The system should authenticate user credentials against the stored information in the database. Upon successful login, users should be redirected to their personalized dashboard. Forgot Password: Users should have the option to reset their password in case they forget it. A password reset link should be sent to the user's registered email address. The reset link should expire after a certain period for security reasons. User Session Management: User sessions should be managed securely to prevent unauthorized access. Sessions should automatically expire after a certain period of inactivity. Users should be logged out after a specified time duration to ensure security. Admin Login: Administrators should have a separate login interface. Admins should use a unique username and password combination to access the admin panel. Authentication for admins should be handled separately from regular user authentication. Admin Dashboard: Upon successful login, admins should be directed to the admin dashboard. The admin dashboard should provide access to various administrative functionalities such as user management, content management, etc. Security Measures: All sensitive data transmission should be encrypted using HTTPS. Input fields should be validated to prevent SQL injection, cross-site scripting (XSS), and other security vulnerabilities. Passwords should be stored securely using strong hashing algorithms like bcrypt. Error Handling: Proper error messages should be displayed for invalid login attempts or any other login-related issues. Error messages should not reveal sensitive information that could aid potential attackers. Logging and Auditing: Log all login attempts, including successful and failed ones, along with timestamps and IP addresses. Admins should have access to audit logs to monitor user activity and system security. Accessibility: The login interface should be user-friendly and accessible to users with disabilities. Ensure compatibility with screen readers and assistive technologies for visually impaired users.

🌟"𝗨𝗻𝗹𝗼𝗰𝗸𝗶𝗻𝗴 .𝗡𝗘𝗧 𝗦𝗲𝗰𝗿𝗲𝘁𝘀: 𝗧𝗵𝗲 𝗘𝗮𝘀𝘆 𝗚𝘂𝗶𝗱𝗲 𝘁𝗼 𝗔𝗱𝗱𝗧𝗿𝗮𝗻𝘀𝗶𝗲𝗻𝘁, 𝗔𝗱𝗱𝗦𝗶𝗻𝗴𝗹𝗲𝘁𝗼𝗻, 𝗮𝗻𝗱 𝗔𝗱𝗱𝗦𝗰𝗼𝗽𝗲𝗱”🌟 Hey LinkedIn Community! 🚀 While working on a project, I came across the following key concepts in the .NET world that I wanted to share: "AddTransient," "AddSingleton," and "AddScoped." As a new father, I recently introduced to the children's world. 🐣 Although my son is still very young, when I come across complicated terms or concepts, I simplify them and imagine how I will explain it to him in a few years. Let's start! 🔍 𝗛𝗶𝘀𝘁𝗼𝗿𝘆 & 𝗣𝘂𝗿𝗽𝗼𝘀𝗲: These terms come from the .NET framework, developed by Microsoft in the early 2000s. They are used to control how objects are created and managed in an application. In .NET, AddTransient, AddSingleton, and AddScoped configure DI services in Startup.cs (.NET Core 3.1) or Program.cs (.NET 5+). 🛠️ 𝟭. 𝗔𝗱𝗱𝗧𝗿𝗮𝗻𝘀𝗶𝗲𝗻𝘁: 𝗧𝗵𝗲 𝗢𝗻𝗲-𝗧𝗶𝗺𝗲 𝗨𝘀𝗲 𝗧𝗼𝗼𝗹 Imagine you have a coloring book. Each time you want to color a picture, you get a brand-new crayon. Once you're done, the crayon disappears. That's what AddTransient does. It creates a new object every time you ask for it. 🎯 𝗕𝗲𝘀𝘁 𝗨𝘀𝗲: ◽ When you need an object that is lightweight and not shared. ◽ Ideal for short-lived operations. 🏰 𝟮. 𝗔𝗱𝗱𝗦𝗶𝗻𝗴𝗹𝗲𝘁𝗼𝗻: 𝗧𝗵𝗲 𝗙𝗼𝗿𝗲𝘃𝗲𝗿 𝗙𝗿𝗶𝗲𝗻𝗱 Now, picture your favorite toy that you use every day. It's always the same toy, not a new one each time. That's AddSingleton. It creates an object once and then reuses it everywhere. It's like having a best friend who's always there for you. 🎯 𝗕𝗲𝘀𝘁 𝗨𝘀𝗲: ◽ For objects that contain global settings or shared resources. ◽ Great when you need consistency and a shared state across your app. 🔁 𝟯. 𝗔𝗱𝗱𝗦𝗰𝗼𝗽𝗲𝗱: 𝗧𝗵𝗲 𝗗𝗮𝘆-𝗟𝗼𝗻𝗴 𝗕𝘂𝗱𝗱𝘆 Think of AddScoped like a school friend. You meet them every day at school, but each day it's a new experience with the same person. Scoped objects are created once per request. They're there for you throughout a single journey, like a day at school, and then they're gone. 🎯 𝗕𝗲𝘀𝘁 𝗨𝘀𝗲: ◽ Perfect for objects that need to be the same within a single user request but different across different requests. ◽ Commonly used for request-related operations. 🌈 Conclusion: ◽ Use AddTransient for independent, short-lived objects. ◽ Choose AddSingleton for long-lived, shared objects. ◽ Opt for AddScoped for objects that live through a single user request. Understanding these concepts can help in designing efficient, effective .NET applications. They ensure that resources are used smartly, making your app faster and more reliable. Hope this simplified guide helps! Feel free to share your thoughts or experiences with these .NET services. keep learning! 👨💻📚 #dotnetcore #programmingconcepts #softwaredevelopment #learningisfun #softwareengineering #backend

Elevate Your Software Development with REST APIs In the dynamic world of technology, Application Programming Interfaces (APIs) are the linchpin, enabling seamless communication between applications. REST APIs, known for their simplicity and scalability, stand out as key facilitators of innovation. Understanding APIs and REST: APIs empower developers to integrate systems, enhance functionalities, and foster innovation. REST APIs, with their flexibility and stateless nature, have gained widespread popularity in facilitating seamless data exchange. Key Principles for REST API Design: REST Methods: Utilize standard HTTP methods (GET, POST, PUT, DELETE) for specific purposes. Cacheable: Optimize performance by allowing responses to be cached. Stateless: Each client request contains all necessary information, ensuring no server-side storage of client state. Simple & Fine-Grained: Design should offer fine-grained control over resources for efficient manipulation. Pagination, Filtering, Ordering: Support for handling large datasets and flexible data retrieval. Connectedness: Resources should be interconnected, promoting discoverability. Security: Implement secure authentication and authorization mechanisms for data protection. Best Practices for Implementation: Versioning: Support versioning to manage changes without breaking existing client implementations. Self-Descriptive Messages: Responses include metadata for better understanding and utilization. HATEOAS: Promote API discoverability by allowing clients to navigate through resource representations. Layered System & Uniform Interface: Enhance modularity and user experience through a consistent and layered design. CORS & Idempotence: Enable controlled cross-origin resource sharing and ensure predictability in operations. Authentication, Logging, Input Validations: Prioritize security, reliability, and data integrity. TLS & Rate Limiting: Encrypt communication and implement rate limiting for performance and security. Conclusion: Designing a robust REST API is an art that shapes the interconnected landscape of the digital world. These principles serve as a comprehensive guide for architects and developers, unlocking the true potential of REST APIs. As technology advances, well-designed APIs will continue to drive innovation and evolution in modern applications.

🔥 Here's everything you need to know about AutoGen, Microsoft's open-source multi-agent conversation framework that's hot in the news. 👉 AutoGen is an open-source framework designed to build LLM applications using multiple agents that converse with each other to accomplish tasks. 👉These agents are customizable, conversable, and can operate in various modes, leveraging combinations of LLMs, human inputs, and tools. 📖 Key Features: ⛳ Conversable and Customizable Agents: 👉 AutoGen agents can be based on LLMs, tools, humans, or a combination of these. This allows developers to create agents with specific roles, such as writing code, executing tasks, validating outputs, or integrating human feedback. 👉 Agents are designed to engage in conversations, receiving, reacting, and responding to messages. They can autonomously hold multi-turn conversations or solicit human inputs at certain stages, blending human agency with automation. ⛳ Conversation Programming: 👉 AutoGen simplifies the development of complex LLM applications by programming multi-agent interactions. Developers define agents with specific capabilities and roles, then program their interactions through natural language or code. 👉 The framework supports a wide range of conversation patterns and agent behaviors, allowing for both static and dynamic interactions, single- or multi-turn dialogs, and varying levels of human involvement. ⛳ AutoGen supports diverse applications, from mathematics and coding to question answering and operations research. Empirical results show its effectiveness across various domains, demonstrating outstanding performance and innovative uses of LLMs. Here's the website: https://lnkd.in/esr2R7gi

💥AI Is Saving Time for Software 💥 In fact, AI services companies can work hand in hand with human engineers to create innovative software solutions. These companies can provide the necessary expertise and tools to develop AI-powered software systems that are more efficient and effective than traditional software. AI can also help companies save time and money by automating repetitive tasks and improving overall workflow. This can free up time for human engineers to focus on more complex and creative tasks, such as designing new features and improving user experiences. Table of Contents 🔸There are 3 Ways AI is Saving Time for Software Developers 1. Increased Production Rate 2. Eliminate Human Error 3. Less Learning Time 🔸Unlock the Benefits of AI Software Development 1. Ideal for both small and large companies 2. Faster Development Cycles - ai software development 3. AI Can Save a Company Money! - automation programming 🌐 https://lnkd.in/ggABN_7F

AI and Software Question/Bleg I'm on record as saying new development is trivial, boring, stuff people do to feel fancy, but roughly none of the important part of software development. I stand by that statement. Along with thinking that algorithms and data structures are trivia in 99% of cases. It's like if a pro baseball player only practiced hitting sliders from left-handed 6'6" pitchers. I mean...it happens, but really? Let's talk about hitting the other 99% of the balls first. Or a basketballer who only shot from the logo. Software development IS software maintenance. It's almost 1:1, and, since about 1997, that's where my attention has been: How do you maintain software well? How do you make it so that at the end of the project, or a couple years from now, when product discovery figures out that we need a change in the system ... that the changes are smooth, easy, and cheap. How do you keep the Total Cost of Ownership of the software down, and manage responsiveness WHEN we find out how we're wrong about real user needs. That's far more important than all the things you do during "initial development" or "the project" --- So suppose we have a reasonably sized system ... 100k or 1M lines. How much have you found LLMs and similar tools to help with updating the system, with CHEFS constraint (CHeap/Easy/Fast/Safe) What have you found it depends upon? Strong pipelines? Test automation? Strong decoupling?

Ø SOFTWARE DEVELOPMENT -The programming of some other software such as designing of some applications, video-games etc. Threat and vulnerability management-How to manage threat and vulnerability in software development. Ø GENERATIVE AI  Computer Ethics-Involves those policies that guide the usage of computer, data and information.  Artificial intelligence-The ability of a computer or computer based robot to perform tasks meant for intelligent beings.  Generative AI-A type of artificial intelligence that produces various forms of content. Ø GENERATIVE AI PRODUCTIVITY  Artificial intelligence for business-Using artificial intelligence in the business world.  Artificial Intelligence for design-Using artificial intelligence to make designs.  Generative AI-How to be productivity with generative AI. Ø ENGLISH FOR IT 1-  Passage Voice, the past tense etc.-Their Usages  Relative Pronouns, Adverbs etc.-Understanding them and how they can be used.  Inversions and Conjunctions-How they work in sentences.  Idiomatic Phrases-Using them in the context of a customer support situation and applying them in IT Situations.  Vocabulary-Usage in terms of user experience, fraudulent calls, network engineering and software engineering. Ø ENGLISH FOR IT 2-  Subjunctive mood-How to use in making sentences relating to the future.  Logical deductions-How to use them and also make polite requests.  Camel and Snake cases-How to recognize them  Key Phrases-Related to networking, customer support, software and operating systems.  Vocabulary-How to make use of technical vocabulary. Ø PROFESSIONAL SOFT SKILLS-  Communication-The process of sending and receiving messages.  Effective listening-Ability to listen carefully to details and take notes. REFLECTION These course contents have helped my personal goals positively by giving me a better understanding of what the advanced technology world looks like and how to resolve issues that relate to the above courses. CHALLENGES FACED I faced a few challenges during my learning journey in terms of not having enough data in a week to continue studying and trying to understand some new technical words/jargons since it`s my first time going deeper into the tech. World but I was able to overcome all these by getting friends to turn on their hotspot for me and also making google/dictionary my friends in terms of browsing/researching on these technical jargons. AHA MOMENTS/KEY TAKEAWAYS During the learning process, I was shocked to know the following:  How vast the field of cyber security is.  How powerful artificial intelligence could be if not properly monitored by humans.  The wonder performed by generative AI in terms of creating new contents of text, images and videos.  The English for IT 1 enlightens one on basic English mistakes made by IT Professionals.  The English for IT 2 educates one on speaking technical words/sentences within the IT field through the use of English language. Thank you! #My3MTT #3MTTWeeklyReflection

Elevate Your Software Development with REST APIs In the dynamic world of technology, Application Programming Interfaces (APIs) are the linchpin, enabling seamless communication between applications. REST APIs, known for their simplicity and scalability, stand out as key facilitators of innovation. Understanding APIs and REST: APIs empower developers to integrate systems, enhance functionalities, and foster innovation. REST APIs, with their flexibility and stateless nature, have gained widespread popularity in facilitating seamless data exchange. Key Principles for REST API Design: REST Methods: Utilize standard HTTP methods (GET, POST, PUT, DELETE) for specific purposes. Cacheable: Optimize performance by allowing responses to be cached. Stateless: Each client request contains all necessary information, ensuring no server-side storage of client state. Simple & Fine-Grained: Design should offer fine-grained control over resources for efficient manipulation. Pagination, Filtering, Ordering: Support for handling large datasets and flexible data retrieval. Connectedness: Resources should be interconnected, promoting discoverability. Security: Implement secure authentication and authorization mechanisms for data protection. Best Practices for Implementation: Versioning: Support versioning to manage changes without breaking existing client implementations. Self-Descriptive Messages: Responses include metadata for better understanding and utilization. HATEOAS: Promote API discoverability by allowing clients to navigate through resource representations. Layered System & Uniform Interface: Enhance modularity and user experience through a consistent and layered design. CORS & Idempotence: Enable controlled cross-origin resource sharing and ensure predictability in operations. Authentication, Logging, Input Validations: Prioritize security, reliability, and data integrity. TLS & Rate Limiting: Encrypt communication and implement rate limiting for performance and security. Conclusion: Designing a robust REST API is an art that shapes the interconnected landscape of the digital world. These principles serve as a comprehensive guide for architects and developers, unlocking the true potential of REST APIs. As technology advances, well-designed APIs will continue to drive innovation and evolution in modern applications.

Have you been thinking of getting into the tech space? Do you like to be known as a “tech bro “or “tech sis”? You've dreamt of it but don't know how to begin? Well, lets say your prayers have been answered. But how?you ask. This is how........ Join our next band V 1.1 of techies to get any of this this courses for a few you spend on data. AI Tech Institute Training Courses available; 1) Data Analysis 2.) Cybersecurity 3.) Product Management 4.) Graphics Design 5.) Digital Marketing 6) Content Writing 7.) JavaScript & Python (Advanced) 8.) App Development 9.) UI/UX 10.) Web development. 11) Project Management 12) Social Media Management 13) Data Science 14) Quality Assurance 15) AI/Machine Learning Yes!!! get any of this life changing skill for a one-time enrollment fee of N5,000 only. Click this link to apply https://lnkd.in/eJViK_TB Application ends on the 25th February, 2024. Share this opportunity with your friends! Have any questions? Or Complaint Reach out to us via email: afroinnovatetechinstitute@gmail or whatsapp: (+2349048662717) Best Regards, @AI Tech Institute

Coding encourages problem-solving, creativity, and invention while also enabling task automation and empowering individuals to shape the digital world. - Web development allows businesses and individuals to establish a strong online presence, reaching a global audience, showcasing products or services, and facilitating seamless communication and interaction with customers. - Software development allows for the design of customized solutions that automate complex operations, streamline procedures, and increase overall organizational efficiency, resulting in time and resource savings while minimizing errors. - Machine learning development employs algorithms to analyze and understand massive datasets, delivering important insights and predictions that enable informed decision-making in a variety of disciplines ranging from finance to healthcare, streamlining processes and outcomes. #geniusmindzone #gmz #development #web #webdevelopment #software #softwaredevelopment #machine #ai #robots #machinelearning #developers #java #html #css #sql #python #julla #c