teleren/devto huggingface dataset:
Scalability: Vertical, Horizontal, and Hybrid Scaling
Tags: scalability, systemdesign, verticalscaling, horizontalscaling
Published: 2024-01-22 10:39:14

**Vertical Scaling** or **Scale-Up** means adding more power (CPU, RAM, etc.) to your servers. 

**Horizontal scaling** or **Scale-Out** allows you to scale by adding more servers to your pool of resources.

---

**Vertical Scaling (Scale-Up):**
- **When to Use:** Typically employed when the traffic is low.
- **Why Use:** Simplicity is a key advantage. It involves adding more resources (CPU, RAM, etc.) to existing servers to handle increased load.
- **Limitations:**
  - **Finite Scalability:** It's not possible to scale up infinitely due to hardware limitations.
  - **Single Point of Failure:** If the single server hosting your application fails, the entire system might go down.

---

**Solution to Limitations: Horizontal Scaling (Scale-Out):**
- **When to Use:** Especially useful when the system needs to handle a higher volume of traffic.
- **Why Use:** Involves adding more servers to distribute the load, providing better fault tolerance and scalability.
- **Advantages:**
  - **Redundancy:** Multiple servers distribute the load, reducing the risk of a single point of failure.
  - **Scalability:** Easier to scale by adding more servers horizontally.
- **Challenges:**
  - **Complexity:** Managing multiple servers can be more complex than a single, powerful server.
  - **Cost:** Scaling out might involve more initial setup costs.

---

**Choosing Between Vertical and Horizontal Scaling:**
- **Consideration Factors:**
  - **Cost:** Vertical scaling may become more expensive as you reach hardware limits.
  - **Flexibility:** Horizontal scaling provides more flexibility to adapt to changing workloads.
  - **Redundancy:** Horizontal scaling offers better redundancy.

---

**Hybrid Scaling:**
- **Combined Approach:** In many cases, a combination of vertical and horizontal scaling is used to achieve optimal performance and efficiency. Increasing the resources of individual servers (vertical scaling) and adding more servers (horizontal scaling) when necessary.

---

Understanding the trade-offs and choosing the right scaling strategy depends on factors like the nature of your application, traffic patterns, budget constraints, and more.
Reviews on Dev Tools that I used to build a niche SaaS Site
Tags: startup, ai, beginners, productivity
Published: 2024-01-22 10:37:33

To fellow startup builders, here is a list of dev tools that I used to build my [site](https://www.runcomfy.com) with comments below in hope that you could save a bit time.

- [MakerKit](https://makerkit.dev/)
  - Paid, but well worth the money. Saved about 2 to 3 weeks of dev time.
- [Vercel](https://vercel.com)
  - Paid. Well integrated with MakerKit.
- [Github Codespace](https://github.com/codespace)
  - Free. So each one of us has about 80 hours of two core cpu usage time free of charge. 
  - I would recommend this to anyone who is on the move a lot.
- [Replicate](https://replicate.com)
  - Usage based. Their API is solid and consistent. Sometimes you will have to wait a bit if you are requesting a cold model.
- [Vast](https://vast.ai)
  - Usage based. Comparing to RunPod (community) and Salad, their GPU box was more robust and cost-effective.

I will update this list if I found anything else worth mentioning, and also please do visit the site I build with those tools [RunComfy](https://www.runcomfy.com?ref=dev.to). It provides cloud service with the AI Art generation tool of ComfyUI.

Thanks!
🚀 API Maker : Release Notes for v1.1.0
Published: 2024-01-22 10:36:15

## ⭐ January 2024 ⭐

### Here is what's new in Version 1.1.0

- **[Feature]** : Diagram dashboard created. Generates ER diagram for all database types. It also supports diagram export in SVG & PNG format
- **[Improvements]** : Git pull performance improved by 70%.
- **[Improvements]** : Redis dashboard checkbox selection is removed and keys selection based on (Cmd | Ctrl) + click is implemented
- UI Improvements.
- Installation Improvements
    - Automatic install d2 diagram library
    - Validate disk size and show warning if disk size is less than 20 GB.
    - Take IP address of server from user and also suggest, useful to install in data centers.
    - Specific version support added. User can pass version flag to the script.


---
**⭐ Jay Shree Ram ⭐**
Mastering the Art of Nesting in CSS: Before and Now
Tags: css, webdev, beginners, productivity
Published: 2024-01-22 10:29:33

In the ever-evolving realm of web development, the way we structure and organize our stylesheets plays a pivotal role in creating clean and maintainable code. One sought-after feature that has been a game-changer, especially for preprocessors like Sass and Less, is nesting. In this post, we'll dive into the world of nesting, exploring its benefits and examining how it has evolved up to 2024.

## Before: Nesting in Preprocessors (Sass)

```sass
// Before: Nesting in Sass

// Define styles for a container
.container {
  width: 100%;
  padding: 20px;

  // Nest styles for the header inside the container
  header {
    background-color: #333;
    color: #fff;
    font-size: 1.5em;

    // Nest styles for links inside the header
    a {
      text-decoration: none;
      color: #ff7e5f;
    }
  }

  // Nest styles for the main content
  .main-content {
    margin-top: 20px;
    font-size: 1.2em;
  }
}
```
Nesting in preprocessors like Sass allows us to encapsulate styles, providing a clearer, more organized structure. However, the landscape is changing, and it's time to explore what the native CSS has to offer.

## Now: Native CSS

```css
/* Now: Native CSS */

/* Define styles for a container */
.container {
  width: 100%;
  padding: 20px;

  /* Styles for the header inside the container */
  header {
    background-color: #333;
    color: #fff;
    font-size: 1.5em;

    /* Styles for links inside the header */
    a {
      text-decoration: none;
      color: #ff7e5f;
    }
  }

  /* Styles for the main content inside the container */
  .main-content {
    margin-top: 20px;
    font-size: 1.2em;
  }
}
```
Let's reflect on the advantages of nesting and how it can shape the future of our stylesheets. This is a very simple example of what css can do. To learn more about all the features of nesting in css there is an [article in Chrome for Developers.](https://developer.chrome.com/docs/css-ui/css-nesting)

## Benefits of Nesting: Why It Matters

- **Readability:** Nesting enhances code readability by mirroring the HTML structure, making it easier to understand the relationship between elements and their styles.
- **Maintainability:** Updates and changes become more straightforward as nested styles reflect the hierarchy of your HTML, reducing the likelihood of errors.
- **Code Organization:** Nesting allows for a more organized and modular approach to styling, facilitating a cleaner and scalable codebase.

## Looking Ahead: The Future of CSS Nesting
As of now, native CSS is yet to embrace nesting fully, but the web development landscape is dynamic. Keep an eye on emerging updates, as the demand for a more concise and expressive CSS syntax continues to grow.

In conclusion, whether you're harnessing the power of nesting in preprocessors or eagerly anticipating native support in CSS, the benefits are undeniable. Let's celebrate the progress made and look forward to an even more streamlined and efficient future in web development. Happy coding!
POSTS FROM MY TWITTER FRIENDS
Published: 2024-01-22 10:24:53

1. One problem, one solution and no more than 3 side features are enough to take the first step of a business

2.  Everyday I talk to companies in the manufacturing space, and anomaly detection is a recurrent problem they all have

3. People never truely appreciate something until they are forced to pay  the full market price for it

4. The best validation for your business idea is having paying customers

5.  No woman is ever too busy for a man whom she likes
La Maravilla del Modelo de Caja "Border-box"!
Tags: webdev, programming, javascript, spanish
Published: 2024-01-22 10:24:34

Uno de los aspectos que menos me gusta sobre el diseño con CSS es la relación entre el ancho y el relleno (padding). Estás ocupado definiendo anchos para que coincidan con tu rejilla o proporciones generales de columnas, y luego, al agregar texto, necesitas definir relleno para esas cajas. Y de repente, estás restando píxeles de tu ancho original para que la caja no se expanda.

¡Uf! Si digo que el ancho es de 200px, maldición, va a ser una caja de 200px de ancho, incluso si tengo 20px de relleno. Como sabes, esto NO es cómo ha funcionado el modelo de caja en los últimos diez años. Wikipedia tiene un gran historial de este modelo de caja. Jeff Kaufman también profundizó en la historia.

De todos modos, tengo una recomendación para tu CSS en adelante:

```
/* Aplica un modelo de caja natural a todos los elementos, pero permite cambios en los componentes */
html {
  box-sizing: border-box;
}
*, *:before, *:after {
  box-sizing: inherit;
}
```

Esto te brinda el modelo de caja que deseas. Se aplica a todos los elementos. Resulta que muchos navegadores ya utilizan border-box para muchos elementos de formulario (por eso los inputs y textareas se ven diferentes con width: 100%). Pero aplicar esto a todos los elementos es seguro y sensato.

## Soporte del Navegador
Debido al soporte del navegador, esta recomendación es solo para proyectos que admitan IE8 en adelante. Firefox <= 28 todavía necesita el prefijo `-moz-`, y <= iOS4, Android <= 2.3 necesitan el prefijo `-webkit-`, pero todos los demás usan el sin prefijo. Puedes encontrar más información sobre un polyfill para box-sizing en IE6 y 7 en html5please.com/#box-sizing (que fue desarrollado con `* { box-sizing: border-box`!).

## Ajustes para Contenido de Terceros
Cualquier widget de terceros que agregue contenido directamente a la página puede necesitar atención adicional. Cualquier widget dentro de un iframe (como el nuevo tema de Disqus) está naturalmente aislado de los estilos de diseño de la página principal. Si necesitas hacer ajustes al contenido de terceros, puedes aplicar `box-sizing: content-box;`
al widget y sus descendientes. Esto puede no ser trivial, ya que los controles de formulario en particular son border-box de forma predeterminada, así que también tendrás que tener eso en cuenta.
Demo Title
Tags: api, archlinux
Published: 2024-01-22 10:23:53

Hey, it's [Vik](https://x.com/viktorplaga) here. This is a half rant, half self-promoting article of my [freemium Next.js boilerplate](https://hix.dev/new/javascript/react-next-js). The one that will put an end to other boilerplates, eventually.

Are you one of the boilerplate haters? Read on.

---

If you're developing in Next.js like I do, you have most likely seen a lot of new boilerplates in the last few months.

There's even a guy who compiled [a list of **133** of them](https://www.reddit.com/r/nextjs/comments/18riglc/all_133_nextjs_boilerplates_starters/) and posted it on Reddit:
Exploring the Benefits of Printing & Signage Services in Bhubaneswar
Tags: printing, service
Published: 2024-01-22 10:19:10

In the fast-paced world of business, making a lasting impression is crucial. One effective way to achieve this is through high-quality printing and signage services.

Printcraft offers a comprehensive array of **[printing & signage services in Bhubaneswar](https://theprintcraft.com/)** to elevate your brand presence. Whether you're looking to promote your business through customized apparel, eye-catching LED signs, durable flex prints, precise digital prints, or distinctive 3M Retro Boards, the city has a solution tailored to your needs.
SuperProps: Trending Landing Page Collections with Next.js
Tags: landingpage, nextjs, react, javascript
Published: 2024-01-22 10:15:06

## SuperProps

Enter the world of limitless possibilities with SuperProps – a groundbreaking collection of multipurpose React Templates crafted by REDQ. Whether you're running agencies, portfolios, SAAS, food delivery services, nonprofits, interior design firms, hosting companies, or more, SuperProps is your gateway to impactful online presence.

![Code_2024-01_23-33-31](https://reactjsexample.com/content/images/2024/01/Code_2024-01_23-33-31.jpg)


<div class="ct-demo-links">
<a class="ct-demo-link ct-demo-link--download" href="https://1.envato.market/44RZo" target="_blank" rel="nofollow">More info / Download</a> 
</div>

Designed with React, Next JS, Style System & Styled Component, SuperProps simplifies the creation of engaging landing pages that leave a lasting impact. Fluid performance, easy changes – these templates redefine user experience.

Unleash your creativity effortlessly. From promoting food delivery services with style to showcasing apps with creativity, supporting charitable causes with compassion, or building a strong online presence for hosting services – SuperProps caters to your every need.

<iframe width="100%" height="425" src="https://www.youtube.com/embed/QGV3tt0N4LE?si=4bTiOZanQsgvWZLB" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>

Precise architecture and pre-designed layouts empower you to present your products or services at lightning-fast speed. Enhance online visibility, achieve unparalleled success – SuperProps is your key to leaving a lasting impression.

Dive deeper with SuperProps Portfolio Landing Page Templates – clean, creative, and highly customizable. Whether it's for agency or personal portfolios, these templates, powered by React Next Portfolio, redefine the standards of responsiveness and customization.

![Code_2024-01_23-34-01](https://reactjsexample.com/content/images/2024/01/Code_2024-01_23-34-01.jpg)

SaaS Modern, a responsive, professional, and multipurpose SaaS template – a powerful tool for any landing page. SaaS Classic, a blend of creativity and professionalism, perfect for SaaS & Software style websites.

And that's not all! SuperProps offers specialized templates like Ride Sharing for creating transportation networks and SaaS Product for showcasing your product with limitless customization.

Easy deployment, Vercel & Firebase integration guides, and SEO-friendly blazing-fast performance – SuperProps has redefined the game. These templates, based on React, Next, and Gatsby, are not just visually stunning but also feature-rich, with Mailchimp, SendGrid, and Google Analytics integrations.

Get ready to soar above the competition. SuperProps – where innovation meets versatility.
Do you need to code a portfolio in this digital world? 🚀
Tags: discuss, softwaredevelopment, webdev, coding
Published: 2024-01-22 10:04:43

If you don't know the meaning of **`Portfolio`**; this is what Google says:

> A portfolio is a collection of academic and professional materials that showcase your beliefs, skills, qualifications, education, training, and experiences.

Now, let's talk about portfolios, specifically for developers planning to create their own.

In this massive digital world, where everyone has their own little corner filled with numerous social URLs; having a portfolio is crucial. 
However, it's **not mandatory to code it**, a point that many of us fail to understand.

There are tools available that can help you in building your portfolio without any coding. After all, coding to make your unique one takes a lot of effort because poorly constructed portfolios can leave a negative impression.

In my experience of 2 years, having a portfolio or an equivalent platform is important. However, coding it isn't necessary at all.

I understand the feeling & thrill that creating a portfolio brings, but people in the early stages with very little to showcase can use platforms like GitHub as a substitute for a portfolio.

**What do you guys think?** Share your thoughts on these two questions:

1. Do we need a portfolio?
2. If we choose to have a portfolio, is coding it necessary?

I encourage you to share your experiences and opinions in the comments!

---

Next week, I am planning to write a post that will prove that you don't need to code a portfolio and will discover ways where you can make yours in less than an hour.
I'm not kidding, so keep an eye out for that.

I'm not suggesting you shouldn't create a portfolio, but if you do, make it truly unique so it's worth the time invested.

Personally, I don't have a separate portfolio; my [GitHub](https://github.com/Anmol-Baranwal) serves as my development portfolio.

If you're considering creating your portfolio, here are a few resources:

- [25+ Best portfolios with code](https://dev.to/anmolbaranwal/stunning-portfolios-that-will-blow-your-mind-fuel-your-creativity-226o)

- [300+ Portfolios](https://portfolio-ideas.vercel.app/) - Highly recommended

Until next time :)
Master your productivity: A Deep Dive into Wise Dash's Key Features
Tags: browser, productivity, programming, webdev
Published: 2024-01-22 10:04:33

Today's world and daily lives are fast paced. Luckily there are tools that can help you to keep up and make the most of your day.

[Wise Dash](wisedash.app) transforms your browser's new tab into your personal and customisable productivity hub. Connect all your favourite apps and have everything you need at your fingertips.

[Wise Dash](wisedash.app) covers a range of features and apps to cater to everyone's individual needs.

Key features include:
- ChatGPT in a handy little window. 
- All your favourite to do lists including Todoist, Google Task and Microsoft To Do. 
- Upcoming calendar events. Recent Strava activities.
- Other productivity boosting apps like JIRA and Trello.
- Featured Wikipedia articles for a quick informative read.
- And many more to explore.

All features can be customised and turned on and off to your liking.


![WIse Dash Example Dashboard](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/lfcezcue8892i0mm39bl.png)

Explore [Wise Dash](wisedash.app) today to benefit from all it has to offer. Free and installed in a few easy steps.
Introdução ao Docker
Tags: docker, beginners, programming, tutorial
Published: 2024-01-22 10:02:33

**1. Introdução ao Docker:**
   - **Objetivo:** O Docker é uma plataforma de contêineres que simplifica o desenvolvimento, o empacotamento e a implantação de aplicativos.

**2. Instalação:**
   - **Linux:**
     ```bash
     sudo apt-get update
     sudo apt-get install docker.io
     sudo systemctl start docker
     sudo systemctl enable docker
     ```

   - **Windows/Mac:**
     Baixe e instale o Docker Desktop: [Docker Desktop](https://www.docker.com/products/docker-desktop)

**3. Comandos Básicos:**
   - **3.1. Verificar a versão do Docker:**
     ```bash
     docker --version
     ```

   - **3.2. Listar imagens locais:**
     ```bash
     docker images
     ```

   - **3.3. Listar contêineres em execução:**
     ```bash
     docker ps
     ```

   - **3.4. Listar todos os contêineres (independente do estado):**
     ```bash
     docker ps -a
     ```

**4. Manipulação de Imagens:**
   - **4.1. Baixar uma imagem do Docker Hub:**
     ```bash
     docker pull nome_da_imagem:tag
     ```

   - **4.2. Criar uma imagem a partir de um Dockerfile:**
     ```bash
     docker build -t nome_da_imagem:tag caminho_do_Dockerfile
     ```

   - **4.3. Enviar uma imagem para o Docker Hub:**
     ```bash
     docker login
     docker push nome_do_usuario/nome_da_imagem:tag
     ```

**5. Manipulação de Contêineres:**
   - **5.1. Criar e executar um contêiner:**
     ```bash
     docker run -it nome_da_imagem:tag comando
     ```

   - **5.2. Criar e executar um contêiner em segundo plano:**
     ```bash
     docker run -d nome_da_imagem:tag
     ```

   - **5.3. Executar um comando dentro de um contêiner em execução:**
     ```bash
     docker exec -it id_do_container comando
     ```

   - **5.4. Parar um contêiner:**
     ```bash
     docker stop id_do_container
     ```

   - **5.5. Remover um contêiner:**
     ```bash
     docker rm id_do_container
     ```

**6. Rede e Volumes:**
   - **6.1. Listar redes:**
     ```bash
     docker network ls
     ```

   - **6.2. Criar uma rede:**
     ```bash
     docker network create nome_da_rede
     ```

   - **6.3. Criar e montar um volume:**
     ```bash
     docker volume create nome_do_volume
     ```

**7. Compose:**
   - **7.1. Criar e iniciar serviços definidos em um arquivo docker-compose.yml:**
     ```bash
     docker-compose up
     ```

   - **7.2. Parar e remover contêineres, redes e volumes definidos em docker-compose.yml:**
     ```bash
     docker-compose down
     ```

**8. Monitoramento e Logs:**
   - **8.1. Verificar estatísticas de uso de recursos de um contêiner:**
     ```bash
     docker stats id_do_container
     ```

   - **8.2. Exibir logs de um contêiner:**
     ```bash
     docker logs id_do_container
     ```

**9. Considerações Finais:**
   - Este guia oferece uma visão geral dos comandos essenciais do Docker. Consulte a documentação oficial para obter detalhes adicionais.

**Referências:**
- [Docker Documentation](https://docs.docker.com/)
- [Docker Hub](https://hub.docker.com/)
Upgrade Your Drone with Top-Quality Accessories from Faradic Store
Published: 2024-01-22 09:49:55

[Buy drone accessories online](https://faradicstore.com ) from Faradic Store, India's leading supplier of drone parts. Find motors, propellers, batteries, controllers & more. High-precision, reliable & durable. Shop now! 

Get more details at: https://faradicstore.com
Importance of Project Management
Tags: pmp, projectbenatar, projectmanagement
Published: 2024-01-22 09:48:12



Ans) Project management is of paramount importance in various ways:


1. *Efficient Resource Utilization*: Effective project management ensures optimal utilization of resources, including time, money, and manpower, leading to cost savings and increased productivity.


2. *Risk Management*: It helps in identifying potential risks and developing strategies to mitigate them, thus reducing the probability of project failure.


3. *Improved Communication*: Project management fosters clear communication among team members, stakeholders, and clients, ensuring everyone is aligned with project goals and progress.


4. *Timely Delivery*: It ensures that projects are completed within stipulated timeframes, meeting deadlines and customer expectations.


5. *Quality Control*: Project management methodologies emphasize quality assurance, ensuring that deliverables meet predefined standards and specifications.


6. *Stakeholder Satisfaction*: By managing stakeholder expectations and involvement, project management contributes to overall stakeholder satisfaction.


7. *Adaptability and Flexibility*: Agile project management methodologies allow teams to adapt to changes quickly, ensuring the project remains aligned with the organization's goals.


8. *Learning and Improvement*: Project management encourages the documentation of lessons learned, which can be invaluable for future projects, leading to continuous improvement within an organization.


In summary, project management is essential for achieving organizational goals, delivering value to stakeholders, and ensuring the successful execution of projects within constraints such as time, cost, and scope.


Project management helps organizations effectively allocate resources, including human resources, time, and budget. By having a clear understanding of project requirements, project managers can assign the right resources to each task, preventing overallocation or underutilization of resources.
The PMP acknowledges candidates skilled at managing the people, processes, and business priorities of professional projects. PMI, the world’s leading authority on project management, created the PMP to recognize project managers who have proven they have project leadership experience and expertise in any way of working.