Featured posts

Hand-picked articles, guides, and best practices from the AskHandle team.

Why Should You Normalize Data in Machine Learning?
June 20, 2025 · Vitalii Sventyi · 3 min read
Normalization of data is a fundamental concept in machine learning that is often overlooked by beginners, leading to suboptimal model performance and inaccurate predictions. In simple terms, data normalization is the process of scaling and standardizing the input data in a consistent and uniform manner. But why is this normalization step so crucial in the realm of machine learning, and what consequences can arise if it is neglected?
What is Load Balancing and Is It Necessary for a Low Traffic Website?
June 20, 2025 · Junjie Shi · 3 min read
Today, let's discuss a fundamental concept in web technology known as load balancing, and we’ll explore whether it's something you need to worry about if you have a low traffic website. Even if you're not tech-savvy, understanding this concept can help you make better decisions for your website's performance and reliability.
Does the browser have a built-in speech-to-text feature?
June 20, 2025 · Emily Henderson · 3 min read
Many users wonder whether modern web browsers have a built-in speech-to-text feature they can access and use in their own web projects. The good news is that most popular browsers do support speech recognition technology, which allows users to convert spoken words into text directly within a web application. This article explains how this feature works and provides simple code examples to help you integrate speech-to-text into your websites.
UTF-8 Display Issues on New Systems and How to Fix Them
June 19, 2025 · Melissa Olson · 3 min read
When displaying text on a new system, especially content written in less widely used languages, characters may appear broken, garbled, or replaced with question marks. This often happens due to encoding mismatches. UTF-8 is a widely used character encoding standard designed to handle text from any language and is now the default format for most modern platforms and applications. Ensuring that your files are saved and read using UTF-8 helps avoid these issues.
What is Personalized AI? Making AI Work for You
June 19, 2025 · Nicole Davids · 3 min read
Personalized AI is AI that can be customized for specific use for each business. You can let the AI work for your specific use case and learn from your knowledge. Unlike generic AI systems that provide the same response to everyone, personalized AI learns from your interactions, adapts to your behavior, and delivers customized experiences. This makes technology more intuitive, efficient, and enjoyable to use.
How Can You Improve the Accuracy of RAG Search in an AI Solution?
June 18, 2025 · Aria Singh · 3 min read
Building a reliable Retrieval-Augmented Generation (RAG) system is important for creating accurate AI solutions. RAG combines the strengths of information retrieval with language models to provide better responses. However, getting consistently high accuracy requires careful setup and ongoing effort. This article outlines practical ways to improve the accuracy of RAG search operations.
Why does AI in programming tend to overcomplicate solutions and suggest unnecessary changes?
June 17, 2025 · Elise Taylor · 3 min read
Programming is about solving problems efficiently. Developers aim for simple, clear, and effective code. But when AI tools are involved, the solutions often become more complex than needed, and the suggestions can seem unnecessary or confusing. This article explores why AI in programming tends to make things more complicated and how that impacts developers.
Why virtual telephone companies can sell so many phone numbers from different countries
June 16, 2025 · Katherine Holland · 3 min read
Virtual telephone systems have become common tools for businesses that need flexible communication options. These systems allow companies to set up local or international phone numbers without owning physical lines in each country. This article explains how virtual phone numbers work and why companies like Twilio and Infobip can offer such a wide variety of numbers worldwide.
How to Plan Product Development?
June 16, 2025 · Junjie Shi · 5 min read
Product development requires creativity, strategy, and attention to detail. For both startups and established companies, planning is key to successful product creation. Here’s a clear guide through the product development process.
Why is AI search sometimes less accurate than a simple search?
June 15, 2025 · Katherine Holland · 3 min read
When you are looking for a specific product on a website, you expect to find it quickly. You type in what you want, and the website shows you a list of items. For a long time, this process was straightforward. A simple search for red shoes would show you red shoes. Now, many sites are using artificial intelligence to help with searches. While this can sometimes be helpful, it can also lead to results that are not as accurate as the old-fashioned way. This article will explain why a direct search query can still be more reliable.
What is an iframe and Why Do We Use It?
June 14, 2025 · Nina Kimes · 3 min read
An iframe is a simple tool in web development that can make websites more interactive and flexible. If you browse the internet daily, you have probably used a website with iframes, even without knowing it. This article will explain what an iframe is, how it works, and why web developers choose to use it.
Best Practices in Product Management for Starting a New Software Project
June 14, 2025 · Dustin Collins · 3 min read
Effective product management is crucial for navigating the complexities of the development process, ensuring the project meets its goals, and delivering value to users. Embracing an open-source mindset, utilizing GitHub, and adopting agile methodologies have significantly enhanced my success rate. Here, I share some best practices I’ve developed over the years for starting a new software project.
Is FastAPI the Better Choice over Django for Your Next Python Project?
June 13, 2025 · Nina Kimes · 3 min read
Choosing the right framework is critical in backend development. If you're working with Python and looking to build modern, high-performance APIs, FastAPI is gaining strong traction — but how does it stack up against the veteran Django? This article introduces FastAPI, shows a simple example, and then compares it to Django in terms of speed, architecture, and ideal use cases.
Why Is Digital Marketing So Essential To Every Company?
June 13, 2025 · David Thompson · 5 min read
Digital marketing is crucial for businesses aiming to succeed in a competitive landscape. Business owners need to leverage the power of digital marketing. This approach offers cost-effectiveness, measurability, and numerous benefits that can help businesses achieve their goals.
Announcing the Launch of AskHandle's Euro 2024 AI Assistant
June 13, 2025 · Katherine Holland · 3 min read
We are excited to announce the launch of AskHandle's latest feature – the Euro 2024 AI Assistant! As the UEFA European Football Championship approaches, our new AI assistant is here to enhance your experience by providing comprehensive and interactive insights into Euro 2024. Whether you're a dedicated soccer enthusiast or a casual viewer, AskHandle's Euro 2024 AI Assistant is designed to deliver all the information you need in an engaging and easy-to-use format.
Tackling the Scale: What Is Class Imbalance in Machine Learning?
June 12, 2025 · Vitalii Sventyi · 3 min read
Imagine you're on a seesaw, and on one end, there's a big ol' elephant, and on the other end, there's a tiny mouse. Clearly, the seesaw's going to be pretty lopsided, right? Well, class imbalance in machine learning is a bit like that seesaw. It's what happens when the classes in your data aren't represented equally, causing the scales to tip in favor of one class over the others.
How to Build a Lead Generation Bot Without a Chatbot Builder
June 12, 2025 · Nina Kimes · 3 min read
If you're building a serious product and want full ownership of your lead gen experience, building your own chatbot with a JSON-driven engine is a no-brainer. It’s lightweight, flexible, and future-proof — and once set up, can be just as easy to manage as any no-code tool.
Embracing AI in the Daily Work
June 12, 2025 · Junjie Shi · 3 min read
I've been thinking a lot about how our world is constantly changing, especially with technology driving us forward. It feels like the winds of change are steering us towards a society where AI plays a huge role. One of the coolest and most useful ways this is happening is through AI. Knowing how to use an AI is becoming as essential as sending an email or creating a document.
Why Apple Opted for GPT-4o to Power Siri
June 11, 2025 · Billy Ewing · 3 min read
Apple's decision to integrate GPT-4o as the AI behind Siri is set to transform the experience for users. This integration promises a Siri that understands needs more accurately, replies more naturally, and assists with tasks more intuitively. Let’s explore the reasons behind this innovative choice.
Apple’s “Liquid Glass” is Here, and We Tried to Recreate It for the Web
June 11, 2025 · Dustin Collins · 3 min read
Apple's Liquid Glass UI, unveiled at WWDC 2025, promises to redefine user interfaces with its stunning depth and responsiveness. As front-end developers, we immediately took on the challenge: how closely can we recreate this beautiful, dynamic effect using only HTML, CSS, and JavaScript on the web?
RAG vs. Search: Which AI Tool Should You Use to Find Information?
June 10, 2025 · Nina Kimes · 5 min read
Ever wonder whether to use traditional search or a fancy AI like RAG for finding info? While RAG offers quick, conversational answers by synthesizing information, it's not always the best. For precise data like product IDs or prices, classic search is king because it points you directly to the source, ensuring accuracy. Use RAG for general questions and summaries, but stick to search when accuracy is non-negotiable!
RAG Systems and Document Limits: Is There a Ceiling?
June 9, 2025 · Nina Kimes · 3 min read
Retrieval Augmented Generation (RAG) offers a powerful way to enhance large language models (LLMs) by providing them with external information. This approach directly addresses questions about context window limitations and the number of documents a system can handle. A frequent question for developers and businesses building AI applications is whether a practical limit exists for the number of documents RAG can search.
Harnessing the Power of M1 and M2 MacBooks for Machine Learning
June 8, 2025 · Elise Taylor · 3 min read
Apple's M1 and M2 chips have turned MacBooks into powerful machines suitable for demanding tasks like machine learning (ML). These chips deliver excellent performance and efficiency, offering a solid platform for developers, data scientists, and enthusiasts interested in ML projects.
How Do Local Large Language Models Open New Opportunities for Privacy-Focused Businesses?
June 8, 2025 · Billy Ewing · 3 min read
In recent years, large language models (LLMs) have become a significant part of many technology applications. These models can understand and generate human-like text, making tasks like customer service, content creation, and data analysis easier. But as these models grow more powerful, issues around privacy and data security also come into focus. This is where local large language models are starting to make a difference, creating fresh chances for businesses that prioritize privacy.