AskHandle Blog

Featured insights from the AskHandle team.

Most recent featured

ChatGPT-Based Agents: Innovation or Illusion?

July 9, 2025 · Junjie Shi · 3 min read

In software, a wrapper is a piece of code that acts as an intermediary between an application and its underlying libraries or services. It enhances, modifies, or simplifies interactions with the core functionality, often making it more user-friendly or integrating it seamlessly into other systems. This article examines whether ChatGPT-based agents are merely wrappers of ChatGPT and explores the implications of this characterization, offering both critical and supportive perspectives.

Read the full story →

July 9, 2025
What is DSPy and How to Get Started Using It
Vitalii Sventyi · 5 min read
DSPy is emerging as a game-changer for optimizing language model (LM) prompts and weights in the rapidly evolving field of AI. It stands for Declarative Self-improving Language Programs, pythonically. DSPy simplifies the complex process of integrating and fine-tuning LMs in a pipeline, making it easier to achieve high-quality results with less manual intervention.
July 9, 2025
How Do AI Coding Agents Work With Code in Multiple Files?
Alicia Gopin · 3 min read
AI coding assistants are becoming common tools for software developers. A key capability is their ability to work with projects where the code is spread out across many different files and folders. This allows them to make intelligent suggestions and perform complex tasks that affect the entire application. Their ability to do this is not magic; it's a systematic process of analyzing your entire project to build a deep model of how everything works together.
July 9, 2025
The Internet of Things (IoT): Transforming Connectivity and Industries
Nicole Davids · 3 min read
The Internet of Things (IoT) is a network of physical devices, vehicles, appliances, and other objects embedded with sensors, software, and connectivity. This network enables them to collect and exchange data over the internet. IoT has the potential to change how we live, work, and interact with our surroundings, impacting smart homes, cities, healthcare, and various industrial applications.
July 9, 2025
The Power of Virtual Reality
Nicole Davids · 2 min read
Virtual Reality (VR) has emerged as a groundbreaking technology that has revolutionized various industries, from gaming and entertainment to education and healthcare. By immersing users in a simulated environment, VR provides a unique and captivating experience that blurs the lines between the physical and digital worlds.
July 8, 2025
What is Asynchronous Programming?
Dustin Collins · 3 min read
Asynchronous programming is a way of writing code that allows multiple tasks to run at the same time without waiting for each one to finish before starting the next. It helps programs become more efficient, especially when handling tasks that take some time to complete, like loading data from the internet or reading files from a disk. This article explains what asynchronous programming is, how it works, and why it is useful.
July 8, 2025
How Can SEO Help My Online Marketing Efforts?
Steven Moore · 3 min read
In today's digital world, having a strong online presence is crucial for the success of any business. Search Engine Optimization (SEO) plays a key role in helping your website rank higher in search engine results, driving more organic traffic to your site, and ultimately increasing your online visibility and brand awareness. But how exactly can SEO benefit your online marketing efforts? Let's explore some key points:
July 7, 2025
Will Long System Prompts Slow Down the LLM's Performance?
Nina Kimes · 3 min read
Many people wonder if giving large, detailed prompts to language models makes them slower. This is especially relevant as prompts become more complex with more words and instructions. In this article, we'll look at whether long system prompts really affect how fast a language model (LLM) responds and what factors play a role.
July 7, 2025
How to Delete Log Data in SQL Server
Lillian Kim · 3 min read
Hey there! Are you struggling with managing log data in SQL Server? You're not alone! Many professionals often wonder about the best practices for deleting log data in SQL Server efficiently. In this article, we will explore some strategies and techniques to help you handle log data effectively and keep your database running smoothly.
July 6, 2025
What are the Best Practices to Maintain a Project's Code
Billy Ewing · 3 min read
Maintaining code for small projects can become challenging as the number of files and features grow. Even small projects need a good structure to stay clean, organized, and easy to update. Proper practices save time and prevent issues in the long run. This article covers simple, effective ways to keep your project’s code well-maintained.
July 6, 2025
How to Win a Match-Three Game Easily: The Math Behind the Magic
Nina Kimes · 3 min read
Match-three games, like the ever-popular Candy Crush Saga by King ([King](https://www.king.com)), have captivated gamers worldwide. These games are simple yet thrilling, requiring players to match three or more identical pieces to score points and achieve specific objectives. In this article, we'll explore some effective strategies to win at match-three games and see if there is any math formula behind it. Get ready to make each move count!
July 5, 2025
What is <0x200b>, and Does It Affect Your Text?
Emily Henderson · 3 min read
When working with text on your computer, especially in text editors or programming environments, you might notice strange characters appearing unexpectedly. One common hidden character is `<0x200b>`. Many people wonder what this character is and whether it has any impact on the text they see or use. This article explains what `<0x200b>` is, why it appears, and if it should concern you.
July 5, 2025
Does Temple Run Have an End?
Steven Moore · 3 min read
Imagine this: you're running for your life, jumping over obstacles, sliding under traps, and trying to avoid falling off cliffs. The adrenaline rush is real because the danger is just two steps away from you. This is the thrilling world of *Temple Run*, the addictive mobile game developed by Disney's subsidiary, Imangi Studios.
July 4, 2025
The Next Evolution of AI is Here: Agents Get to Work
Emily Henderson · 3 min read
The field of artificial intelligence is seeing a definite shift from generalized assistants to specialized, active agents. These AI are not merely answering queries; they are performing tasks. A primary example of this trend is happening within software development, where AI agents are becoming a core part of the coding process. This integration points to a future where dedicated agents will become standard tools across many industries.
July 4, 2025
Best Practices to Handle LLM Hallucinations
Dustin Collins · 3 min read
Artificial Intelligence has swarmed into our daily lives, making operations smoother, handling repetitive tasks, and even creating stunning pieces of art. Among the widely discussed AI tools, Language Learning Models (LLMs) have been a breakthrough. But, like any sophisticated tool, LLMs come with their quirks, and hallucinations are one of them. Understanding and managing these hallucinations is crucial to extracting the best out of LLMs.
July 4, 2025
Celebrating Independence Day: A Comprehensive Guide to Planning Your July 4th
Emily Henderson · 5 min read
Independence Day, celebrated on July 4th, is a time-honored tradition in the United States, marking the adoption of the Declaration of Independence in 1776. It’s a day filled with patriotism, family gatherings, fireworks, and various activities that honor the nation’s history and heritage. To make the most of this festive day, it’s essential to plan carefully. Here’s a comprehensive guide on how to plan your July 4th celebration and make the most of every moment.
July 3, 2025
Is Inflation Pushing Up the Cost of Using Technology?
Lillian Kim · 3 min read
Prices seem to be rising everywhere, and technology is no exception. From gadgets to software subscriptions, most people are noticing that their budgets don’t stretch as far as they used to. Why is this happening? Let’s look at how inflation affects the cost of using technology and what it means for your wallet.
July 3, 2025
What Are LLM Hallucinations: Causes and Solutions
Junjie Shi · 3 min read
In the world of AI and NLP, there's a fascinating phenomenon known as LLM Hallucinations. Let's explore what this term means, why it occurs, and how we can address it to create more reliable AI systems.
July 3, 2025
Why It's Better Not to Use Cloudflare Proxy If You Use AWS
Billy Ewing · 3 min read
You've invested significant effort into creating a great website. Now, you want it to load quickly for every visitor. Many consider using services like Cloudflare and AWS CloudFront for this purpose. Both are well-known in the content delivery network (CDN) arena. But is it wise to use them together?
July 2, 2025
Celebrating Independence Day: A Journey Through American Traditions
Steven Moore · 3 min read
Every year on July 4th, Americans come together to celebrate Independence Day with a unique blend of historical reverence and modern-day festivities. This national holiday commemorates the adoption of the Declaration of Independence in 1776, which marked the birth of the United States of America. From grand parades to fireworks that light up the night sky, let's explore the many ways Americans celebrate this special day.
July 1, 2025
What is AJAX in Web Development?
Emily Henderson · 3 min read
AJAX is a term you might see often if you explore web development. It's actually not a programming language or a single technology. Instead, it's a way to build websites and web applications that feel more interactive and smooth for users.
July 1, 2025
What Are the Risks with Cloud Service Providers?
Emily Henderson · 3 min read
In our modern digital age, cloud service providers (CSPs) have become essential for many businesses. They offer services like storage, networking, and processing power, all accessible over the internet. Companies like [Amazon Web Services (AWS)](https://aws.amazon.com), [Google Cloud](https://cloud.google.com), and [Microsoft Azure](https://azure.microsoft.com) are leading the way in this domain. Despite their immense benefits, it is important to understand the risks associated with using these providers. Knowing these risks can help businesses make informed decisions and implement strategies to counter potential problems.
July 1, 2025
Three Methods by Which Machine Learning Analyzes Data
Dustin Collins · 3 min read
Machine learning is a transformative branch of artificial intelligence that has profoundly impacted various sectors, from healthcare to finance. In essence, it involves training algorithms to recognize patterns, make decisions, and predict outcomes based on input data. The approach used for analysis can significantly affect the performance and suitability of a machine learning model for a particular task. In this article, we will explore three predominant methods by which machine learning algorithms analyze data: supervised learning, unsupervised learning, and reinforcement learning.
June 30, 2025
Why Is Markdown Format a Standard Document for Large Language Models?
Nina Kimes · 5 min read
Markdown has become the go-to format for working with large language models (LLMs). Its simplicity makes it a popular choice for creating, sharing, and processing text data. In this article, we look at the reasons why Markdown has earned this position as a standard.