teleren/devto huggingface dataset:
Tabnine vs. GitHub Copilot: A Comparative Analysis for Developers
Published: 2024-02-26 05:38:25

Both Tabnine and GitHub Copilot are powerful AI-powered code completion tools designed to increase developer productivity. Deciding which one is right for you depends on your specific needs and preferences. Here's a comparison of their key features:

## **Functionality:**

---

- **Code Completion:** Both tools offer code completion suggestions based on the context of your code. Tabnine can suggest full lines of code and even complete functions, while Copilot focuses on suggesting smaller code snippets.
- **Language Support:** Both support a wide range of popular programming languages, but Tabnine offers a broader selection, including niche languages.
- **Integration:** Both integrate with popular IDEs, but Copilot is currently only available as a VS Code extension, whereas Tabnine integrates with several other IDEs.
- **Customization:** Copilot offers more control over the suggestions it provides, allowing you to filter based on specific criteria. Tabnine focuses on providing the most relevant suggestions based on context.

## **Additional Features:**

---

- **Natural Language to Code:** Tabnine allows you to express your coding intent in natural language, which can be helpful for beginners or when you're stuck.Copilot does not currently offer this feature.
- **Enterprise Features:** Tabnine Enterprise allows organizations to connect the AI model to their code repository for more customized suggestions. Copilot currently does not offer this feature.

## **Pricing:**

---

- **Tabnine:** Freemium model with paid plans for additional features.
- **GitHub Copilot:** Paid subscription model.

## **Choosing the Right Tool:**

---

Here are some factors to consider when choosing between Tabnine and Copilot:

- **Experience Level:** If you're a beginner, Tabnine's natural language to code feature and broader language support might be beneficial.
- **Customization Needs:** If you need more control over the suggestions you receive, Copilot might be a better choice.
- **Budget:** If you're on a budget, Tabnine's freemium model might be more appealing.
- **IDE Preferences:** If you don't use VS Code, Tabnine might be the only option.

Ultimately, the best way to choose is to try both tools and see which one works best for you.
Taking the Complexity out of AI Development
Tags: ai, security, datascience, development
Published: 2024-02-26 05:37:27

[MicroAI Launchpad](https://launchpad.micro.ai/auth/login) is a Kubernetes-based platform that delivers AI-enabled enterprise asset management (EAM), asset performance management (APM), intelligent workflows, analytics, and visualization. The platform provides rapid development, testing, and deployment of fully customized AI/ML capabilities: Developer advantages include:

**Next Generation SDKs:** Developers can quickly access and onboard MicroAI’s AI and ML SDK libraries. No more having to conduct time-consuming searches for SDKs that may or may not meet their specific requirements.

**Edge vs Embedded AI Flexibility:** Simplified system development that leverages MCUs and MPUs that have been embedded with MicroAI™ Embedded AI algorithms. For Edge-based applications, Launchpad incorporates a full suite of next-generation Edge-native AI capabilities that bring advanced intelligence to edge-based ecosystems.

**Simplified Integration:** Integration of the various elements within an IT or OT asset ecosystem can be complex, costly, and time consuming. Launchpad removes the complexity of integrating with other ecosystem components. Integration can be processed and validated within the Launchpad platform.

**Live Testing and Visualization:** Developers can quickly test their initial designs within a controlled, real-time, environment. At-a-glance dashboards can be customized to provide visualization of system and asset data. Design iterations can be quickly implemented and validated.

read more about [MicroAI Launchpad](https://launchpad.micro.ai/)
Hyperdust is set to bridge Ethereum with Arbitrum, offering services to smart DApps and AAA games.
Tags: arbitrum, ethereum, ai, dapp
Published: 2024-02-26 05:31:43

In the world of blockchain, Hyperdust is taking a significant step by bridging its token $HYPT from Ethereum to the Arbitrum One (Rollup) network for mining, and providing services to a wide range of users through Arbitrum Nova and XAI. This move will bring a more efficient and convenient experience for developers and users of AI DApps and AAA games, injecting new vitality into the development of the blockchain ecosystem.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/gk5drgnpc97jg1oslps3.png)

Hyperdust, as an important blockchain project, is committed to providing users with high-performance, cost-effective solutions to meet the growing demand for blockchain applications. By bridging the $HYPT token to the Arbitrum One network, Hyperdust breaks through the performance bottleneck of the Ethereum chain, achieving faster and cheaper transaction processing. Arbitrum One, as a Layer 2 scaling solution, utilizes Rollup technology to batch process transactions and submit them to the Ethereum main chain, significantly increasing transaction throughput and reducing transaction costs, thereby enhancing user experience.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/21lb0p1etalqu9whnyh6.png)

At the same time, Hyperdust also provides services to AI DApps and AAA game developers through Arbitrum Nova and XAI. Arbitrum Nova offers a high-performance, low-cost smart contract platform, making it easier for developers to build and deploy complex smart contract applications. XAI (eXplainable Artificial Intelligence) provides interpretability for AI applications, helping users understand the decision-making process of AI systems and enhancing trust in intelligent applications.

Hyperdust's initiatives will accelerate the adoption and application of blockchain technology, providing more stable and efficient infrastructure support for the development of AI DApps and AAA games, and driving the prosperity of the blockchain ecosystem. It is believed that with the continuous development and improvement of Hyperdust on Ethereum and Arbitrum, it will bring more surprises and conveniences to developers and players alike.
Google's New Open-Source LLM Gemma: A Speed Comparison
Tags: gemma, llama2, ai
Published: 2024-02-26 05:30:39

[Watch The Video here](https://www.youtube.com/watch?v=CyoS5UyCQnI&ab_channel=Titas)

![Gemma Vs. Llama2](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/c8wx3x5hkdy9bqd5tblu.jpeg)
Google has recently introduced its latest open-source language model, LLM Gemma, promising faster performance and efficiency. In this blog post, we will delve into a side-by-side comparison of Gemma with two billion tokenizers and Meta's Llama 2 with seven billion tokenizers. Both models are considered as the base models and are being tested locally on the author's personal computer.

## Speed Test Results

Upon testing Gemma and Llama 2, it became evident that Gemma outperformed Llama 2 in terms of speed and efficiency. Gemma completed the task at hand much quicker, showcasing its superior capabilities in handling language processing tasks.

## Resource Consumption

To further analyze the performance of both models, we looked into how they stress the CPU during operation. A comparison between Llama 2 and Gemma unveiled that Gemma is not only faster but also more lightweight and less resource-intensive, making it a more efficient choice for processing language tasks.

## Visualization

For a visual representation of the speed and resource consumption differences between Llama 2 and Gemma, we encourage you to refer to the time-coded video footage provided. The visuals clearly depict Gemma's dominance in terms of speed and efficiency.

Google's Gemini Gemma has made a significant mark in the realm of language models with its impressive performance metrics. What are your thoughts on Google's latest offering? Share your opinions in the comments section below.
Some of the Best Cosmetic Dental Care Services
Tags: dental
Published: 2024-02-26 05:12:57

Yellow teeth can often cause people to be conscious of their smile. Luckily, there are cosmetic treatments to help change the color of teeth to a whiter shade. There are lots of Cosmetic dentists That provide teeth- whitening treatments that improve patient smile. Cosmetic whitening is a fast, effective, and affordable way to restore the smile. Cosmetic dentists perform smile makeovers, utilizing treatments like tooth- colored fillings, porcelain veneers, cosmetic bonding, and braces to achieve the smile of their dreams.​

**Here is a list of Cosmetic Dental care services**

**1. Dental veneer** A veneer or laminate on your teeth will help whiten your teeth and make your smile more beautiful. A thin layer of ceramic is used during the treatment to show the whitening of the teeth. Dental veneers are used to fill the spaces between teeth to properly shape teeth and whiten teeth. Dental veneers are a potential solution to achieving the desired shape. They are a popular choice for people with deformed teeth or spaces between their natural teeth is Dental veneer and 6 Month Smile Braces. They can also help discoloured teeth that cannot be repaired by washing or bleaching.

**2. Tooth discolouration** One of the common problems that many people see is tooth discolouration. Here, a layer of dust, yellow or black appears on the teeth. There are several reasons for tooth discolouration. Three notches dental provides the Best [Cosmetic dentist in California](https://www.threenotchdental.com/services/cosmetic-dentistry) care with several dental treatments and natural ways to get rid of tooth discolouration. With proper treatment, you can achieve much whiter teeth. When a brown or yellow layer forms on the surface of the tooth, the tooth becomes contaminated. Usually, stains are caused by the exterior, interior, or ageing of a person. Colouring the teeth does not make a person look good.

**3. Tooth whitening** Teeth whitening and whitening complements tooth discolouration. This treatment will help remove stains from dirty teeth. Dental professionals use certain dental chemicals in the process of teeth whitening. Typically, this treatment lasts between 40 and 60 minutes. A method of reducing tooth colour by using chemicals to break down contaminants that create colourants on the surface of the teeth. It is also called bleaching because it consists of hydrogen peroxide and a bleaching agent such as hydrogen peroxide and ultraviolet light.
Social Link Profile - Front-endmentor.io challenge
Tags: webdev, css, frontend
Published: 2024-02-26 05:04:01

I've just completed a front-end coding challenge from @frontendmentor! 🎉

You can see my solution here: https://www.frontendmentor.io/solutions/social-profile-page-my-version-perfectpixel-chrome-extension-used-WN-UqlOna1

Any suggestions on how I can improve are welcome!
![Social link profile - desktop preview](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/lrblp4r7flp3hqkbsljh.png)
![Social link profile - mobile preview](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/xgmlrt854vvo6rsr76y5.png)
A Feedback Tool For Your Site/App
Tags: webdev, saas, feedback, learning
Published: 2024-02-26 04:41:56


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/em4bas7hmuuitoijbo90.png)Thinking of making an easy to use feedback widget for SAAS founders and developers alike. Gone are the days of clunky feedback forms and convoluted processes. With HearThePeople [https://hearthepeople.vercel.app/](https://hearthepeople.vercel.app/), integrating feedback collection into your website is as easy as pie. 
My widget seamlessly embeds into your site, providing users with a frictionless feedback experience. Say goodbye to cumbersome feedback loops and hello to real-time insights! How are you getting user feedback?
Espresso Machine CSS Art
Tags: webdev, css, animation
Published: 2024-02-26 04:28:36

I've always enjoyed CSS art, seeing it as a way to draw on the web, something I've wanted to try.

Starting was the hardest part for me, especially organizing the divs and choosing the initial styles.

But now, with tools like ChatGPT and Copilot, the entry barrier is much lower. These tools help set up the basic boilerplate, and then we can iterate on it together.

They're great for the overall layout, but struggle with animations and positioning, which is when I have to do some manual work.

I'm really happy with the result.

Check out what happens when you click the coffee button! That last part was built with React, but Vanilla JS would do the trick as well.


![Espresso Machine made with CSS](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ebwdtke10qek49hqjqvs.jpg)

[Here's the Code Sandbox with the implementation](https://codesandbox.io/p/sandbox/espresso-machine-css-art-3dsj3t?file=%2FApp.tsx). I used Tailwind for styling, and React to add some quick interactivity. I could probably have made it with just Vanilla JS but I find React too comfy. 😅

---

[I also published this on my personal website](https://lucasfaria.dev/bytes/espresso-machine-css-art). It has a live editor that you can see it!
Exterior painting in Mawson Lakes-Local painting in Golden Grove
Tags: javascript, programming, react
Published: 2024-02-26 04:06:59

https://simplepainting.com.au/

Transform Your Space with Affordable Painting in SA! 

Are you ready to give your home a stunning makeover without breaking the bank? Look no further! Affordable Painting in SA is your go-to solution for high-quality, 
budget-friendly painting services that will breathe new life into your living spaces.

Why Choose Affordable Painting in SA?

Expert Craftsmanship: Our team of skilled and experienced painters is dedicated to delivering top-notch craftsmanship. Whether it's a small room or an entire home, we 
pay attention to every detail to ensure a flawless finish.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/li1i33xvxicnch7c8zzj.jpg)
Budget-Friendly Prices: We believe that everyone deserves a beautiful home without the hefty price tag. Our affordable pricing ensures that you get the best value for 
your money, allowing you to achieve the look you desire without breaking the bank.

Color Consultation: Not sure which colors will best suit your space? Our experts offer personalized color consultations to help you choose the perfect palette that 
complements your style and enhances your home's ambiance.

Residential and Commercial Services: Affordable Painting in SA caters to both residential and commercial clients. Whether you're sprucing up your living room or 
refreshing your office space, we've got you covered.

Efficient Turnaround: We understand the importance of your time. Our team works efficiently to complete projects on schedule, ensuring minimal disruption to your daily
routine.

Satisfaction Guaranteed: Your satisfaction is our priority. We stand behind our work, and if you're not completely satisfied, we'll make it right. Your happiness is our success!
Affordable Painting in SA-Residential painting in Southern Australia
Tags: webdev
Published: 2024-02-26 04:02:42

Transform Your Space with Affordable Painting in SA! 

Are you ready to give your home a stunning makeover without breaking the bank? Look no further! Affordable Painting in SA is your go-to solution for high-quality, 
budget-friendly painting services that will breathe new life into your living spaces.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/vz0mlz2z49x2qhvcmxlp.jpg)
Why Choose Affordable Painting in SA?

Expert Craftsmanship: Our team of skilled and experienced painters is dedicated to delivering top-notch craftsmanship. Whether it's a small room or an entire home, we 
pay attention to every detail to ensure a flawless finish.

Budget-Friendly Prices: We believe that everyone deserves a beautiful home without the hefty price tag. Our affordable pricing ensures that you get the best value for 
your money, allowing you to achieve the look you desire without breaking the bank.

Color Consultation: Not sure which colors will best suit your space? Our experts offer personalized color consultations to help you choose the perfect palette that 
complements your style and enhances your home's ambiance.

Residential and Commercial Services: Affordable Painting in SA caters to both residential and commercial clients. Whether you're sprucing up your living room or 
refreshing your office space, we've got you covered.

Efficient Turnaround: We understand the importance of your time. Our team works efficiently to complete projects on schedule, ensuring minimal disruption to your daily
routine.

Satisfaction Guaranteed: Your satisfaction is our priority. We stand behind our work, and if you're not completely satisfied, we'll make it right. Your happiness is 
our success!


Contact Us Today!

Ready to add a splash of color to your world? Contact Affordable Painting in SA today for a free estimate. Let us turn your vision into reality, creating a space that 
reflects your personality and style.


Affordable Painting in SA - Where Quality Meets Affordability!
11TY Sucks!
Tags: 11ty, programming, webdev, learning
Published: 2024-02-26 03:58:21

I recently used 11ty and nunjucks to develop a portfolio website for a friend of mine and let's just say things weren't as smooth as butter.

Let me start by saying that 11ty isn't inherently bad. In fact, it boasts simplicity and flexibility as its main selling points. However, as I delved deeper into my project, I stumbled upon some roadblocks that left me scratching my head and yearning for a smoother experience.

One of the first hurdles I encountered was the lack of comprehensive documentation. Sure, there are tutorials and guides available, but when it comes to troubleshooting specific issues or implementing more advanced features, I found myself scouring the web for answers to no avail. This lack of thorough documentation made the learning curve steeper than I anticipated and hindered my progress.

Another pain point I faced was the limited ecosystem surrounding 11ty. Unlike other popular static site generators like Gatsby or Hugo, 11ty doesn't enjoy a robust ecosystem of plugins and extensions. This meant that I had to rely on custom solutions or resort to cumbersome workarounds to achieve the functionality I needed. It felt like reinventing the wheel at times, which was both time-consuming and frustrating.

Despite the frustrations I encountered while using 11ty, there was one aspect of the framework that I genuinely enjoyed: its performance. Thanks to its minimalist approach and focus on generating static HTML files, 11ty delivered lightning-fast load times and snappy navigation for my website. This performance boost not only enhanced the user experience but also made me appreciate the efficiency and elegance of 11ty's core architecture. It's a testament to the power of simplicity in web development and served as a reminder that sometimes less is indeed more.

Overall, my experience with 11ty left me feeling underwhelmed and somewhat disappointed. While I appreciate its simplicity and the freedom it affords developers, its shortcomings in documentation, ecosystem, and convenience ultimately outweighed its benefits for me.
K8s Resume Challenge: Elevate Your Cloud Career with Kubernetes 🚀📈
Published: 2024-02-26 03:31:51

---
title: K8s Resume Challenge: Elevate Your Cloud Career with Kubernetes 🚀📈
published: true
description: 
tags: 
cover_image: https://dev-to-uploads.s3.amazonaws.com/uploads/articles/awiqdk3ztk6chu3b4x4q.png
# Use a ratio of 100:42 for best results.
# published_at: 2024-02-26 02:57 +0000
---

Launch your cloud career with the Cloud Resume Challenge! Initiated by Forrest Brazeal in 2020, this project bridges the gap between cloud certifications and real-world job opportunities. Dive into hands-on tasks that mirror the daily work of cloud and DevOps engineers. Open to all, especially cloud newbies, it's your chance to boost your cloud skills. 

Plus, the [Kubernetes (K8s) Challenge by KodeKloud](https://kodekloud.com/blog/k8s-challenge-cloud-resume-challenge/) adds a layer of practical experience in cloud-native deployments. Engage, contribute, and enhance your cloud competencies in a supportive community. 🌟👩‍💻👨‍💻
Conociendo ARM32
Tags: arm, gemini
Published: 2024-02-26 03:30:54

![Titulo Bonito](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/431ryxlps2lem9git4i3.png)

Resumen de la arquitectura ARM64 hecho con Google Gemini

https://gist.github.com/JebBarbas/4dbfdc468f164bb6c3becde76f8e1d1c
🚀 Day #1: KCSA Certification Journey Kickoff
Published: 2024-02-26 02:54:45

---
title: 🚀 Day #1:  KCSA Certification Journey Kickoff
published: true
description: I realize that I'm lacking in security-related knowledge and, as a result, I don't have any security certifications in my portfolio. Therefore, I've decided to tackle the Kubernetes and Cloud Native Security Associate (KCSA), which is the latest addition to the Kubernetes certification lineup, including Kubernetes Cloud Native Associate (KCNA), Certified Kubernetes Administrator (CKA), Certified Kubernetes Application Developer (CKAD), and Certified Kubernetes Security Specialist (CKS).
tags: 
cover_image: https://dev-to-uploads.s3.amazonaws.com/uploads/articles/xojt6nb204bxr3g7c1wt.png
# Use a ratio of 100:42 for best results.
# published_at: 2024-02-26 02:57 +0000
---

I realize that I'm lacking in security-related knowledge and, as a result, I don't have any security certifications in my portfolio. Therefore, I've decided to tackle the Kubernetes and Cloud Native Security Associate (KCSA), which is the latest addition to the Kubernetes certification lineup, including Kubernetes Cloud Native Associate (KCNA), Certified Kubernetes Administrator (CKA), Certified Kubernetes Application Developer (CKAD), and Certified Kubernetes Security Specialist (CKS).

So, let's kick off Day #1 of my journey to acquire the necessary knowledge for the KCSA certification. 🚀📚

KodeKloud offers some amazing courses designed to help conquer these exams. Check out the following links for resources.

[KCNA](https://kodekloud.com/learning-path/kcna/)
[CKA](https://kodekloud.com/learning-path/cka/)
[CKAD](https://kodekloud.com/learning-path/ckad/) 
[CKS](https://kodekloud.com/learning-path/cks/)

✨✨✨✨✨

🚀 Day #1: Diving Into KCSA 🚀

- What We're Learning Today: Getting to know KCSA and the basics.
- Today's Insights:

  ✅ Security starts with understanding what you're protecting. It's like knowing your house inside out before setting up alarms. For network security, it's about knowing your networks and IP addresses. Similarly, to protect Kubernetes, first, we need to understand Kubernetes itself.

  ✅ Think of KCNA as the groundwork for everything Kubernetes, including its architecture and fundamentals. It's like learning to walk before you can run. This knowledge is super helpful for tackling KCSA's focus on security!

  ✅ Getting familiar with the ABCs of security, such as who's allowed in (authentication), who can do what (authorization), keeping secrets safe (encryption), and setting rules for who can talk to who (network policies) is key.

📅 What’s Next: Tomorrow, I'm going to dive deeper into Cloud Native Security.

Let's keep learning and make our Kubernetes environments safer, one step at a time! 🛡️💡  
👍 Like and Share this post to support others working towards the KCSA certification journey and those interested in Kubernetes security aspects. Let's grow our knowledge together! 🚀💼