teleren/devto huggingface dataset:
Code Reviews: Why they're important and how to do them right
Tags: programming, cicd, github, beginners
Published: 2023-04-27 07:56:57

As a developer, you might have come across code reviews during your work. And you might have wondered, why do we need code reviews? Isn't it enough to write code and test it? Well, the answer is no, and in this article, we will explore why code reviews are important, what to look for during a code review, and how to prepare for a merge request.

First of all, let's address the fact that there is no one-size-fits-all approach to code reviews. Every developer reviews a bit differently, and that's okay. The important thing is to have a review process in place and ensure that all the necessary aspects are covered.

So why do we need code reviews? There are several reasons, including learning and knowledge sharing, reviewing code quality, and functionality. Code reviews are an excellent opportunity to share knowledge and learn from each other. Additionally, code reviews help to ensure that the code is of high quality and meets the requirements. It's easier to find issues in someone else's code than in your own.

When reviewing code, there are several aspects to consider, including whether it makes sense, fits into the architecture, and is secure. It's also important to ensure that the solution is appropriate for the requirement and not overkill or "underkill." Code quality is another aspect to consider, including readability, stability, maintainability, performance, and security.

When it comes to merging code, it's essential to have a merge request or pull request (MR/PR) in place. This is where everything related to software changes comes together, including Git changes, discussions, and the CI/CD pipeline. Before opening an MR/PR, it's important to ensure that the code compiles and passes all tests. You should also review the code yourself and go over all the changes after making the last changes.

When creating an MR/PR, aim for one feature per request, and if possible, don't introduce too many changes. Smaller MRs are easier to review and ensure that all aspects are covered thoroughly.

In conclusion, code reviews are an important aspect of software development that should not be overlooked. They provide an opportunity for learning, ensure that the code is of high quality, and meets the requirements. By following a review process, considering various aspects of the code, and preparing for an MR/PR, developers can ensure that their code is of the highest quality.

**Disclaimer**
This post was written by a generative AI, based on a bulletpoint list I wrote down myself when I taught a Junior on the importance of Code Reviews and Merge Requests.
PostgreSQL: Understanding Architecture and Key Features
Tags: postgres, beginners
Published: 2023-04-27 07:36:12

Are you new to PostgreSQL and looking for a beginner's guide to understanding its architecture and key features? Look no further! In this blog post, we will provide you with an overview of PostgreSQL architecture and introduce you to its essential components and features.

**PostgreSQL Architecture: An Overview**

PostgreSQL architecture is a complex system that includes several layers and components that work together to provide a flexible and robust database management system. To begin with, PostgreSQL features a client interface that connects to PostgreSQL and sends queries or commands. Additionally, it has a server that listens for client connections, and a process that executes a specific task for PostgreSQL. Each client connection spawns a separate server process that handles the client's requests.

PostgreSQL also features shared memory that serves as a segment of memory shared by all server processes. This allows server processes to communicate and coordinate with each other. PostgreSQL organizes data into databases, schemas, tables, indexes, among others, and stores them in data files. Finally, PostgreSQL has a transaction log (WAL), which records every change made to the data files. Changes are written to the transaction log before they are applied to the data files to ensure data integrity and durability in case of a crash or power failure.

**Key Features of PostgreSQL**

PostgreSQL is a highly extensible database management system that allows you to define your data types, index types, functions, operators, aggregates, and languages, among others. It also supports multiple data models, including both tables and columns, as well as objects and classes. PostgreSQL also supports sophisticated locking mechanisms and concurrency control techniques that ensure data integrity and consistency.

One of these techniques is called multi-version concurrency control (MVCC), which allows multiple transactions to access the same data without blocking each other. PostgreSQL is highly stable and reliable, requiring low maintenance effort. Additionally, PostgreSQL is an open-source database management system, which means that its source code is available under a liberal license that allows anyone with the right skills to use, modify, and distribute it in any form.

**Conclusion**

PostgreSQL is a powerful and flexible database management system that can handle complex queries and massive amounts of data. By understanding its architecture and key features, you can use and manage PostgreSQL more effectively. If you are interested in exploring PostgreSQL architecture in more detail, we recommend checking out [InterDB.jp](https://www.interdb.jp/pg/), a comprehensive and interactive guide to PostgreSQL architecture that provides diagrams and examples to help you understand and visualize PostgreSQL architecture. With PostgreSQL's extensive features and capabilities, you can take your database management skills to the next level.
Rest API
Published: 2023-04-27 07:25:27

Hi Sir,

Can you please help me to complete the below tasks, from Rest API postman to GitLab.

URL of Gitlab API used to create a new project and parameters to be passed.

URL of Gitlab API used to create a new Repo and parameters to be passed.

URL of Gitlab API used to create a new pipeline and parameters to be passed.

Thanks & Regards,
Krishna
Learn MuleSoft Training to become a Master in Anypoint Studio
Tags: mulesofthackathon, certification, api, programming
Published: 2023-04-27 07:08:19

To become a master in Anypoint Studio and MuleSoft, you will need to follow a structured learning path that includes both theoretical and practical knowledge. Here are some steps you can take to become a master in [MuleSoft Training](https://hkrtrainings.com/mulesoft-training-certificatio):

Start with the basics: Begin by learning the basics of MuleSoft, including the architecture and the various components of the Anypoint Platform. You can find free online resources and tutorials on the MuleSoft website, which will help you understand the fundamentals.

Take a training course: MuleSoft offers various training courses that can help you learn the platform more efficiently. These courses are available online and in-person and cover a wide range of topics, from introductory to advanced level.

Work on real-life projects: Once you have a good understanding of the platform, start working on real-life projects. You can use the MuleSoft platform to build integrations, APIs, and more. This will help you apply your knowledge and gain practical experience.

Participate in MuleSoft community: Join the MuleSoft community to network with other developers and share your knowledge. You can ask questions, participate in discussions, and collaborate on projects with other developers.

Get certified: MuleSoft offers various certification programs that can validate your skills and knowledge in the platform. These certifications can help you stand out in the job market and advance your career as a MuleSoft developer.

By following these steps, you can become a master in MuleSoft and Anypoint Studio. Remember, it takes time and practice to master any platform, so be patient and stay persistent.
How can I view console.log() statements when deploying a Next.js app on Vercel?
Tags: javascript, nextjs, webdev, help
Published: 2023-04-27 07:04:48

I have a Next.js app deployed on Vercel, and I need to view the console.log() statements when any server-side or client-side rendered page is called. I have noticed that I can see these logs when running the app locally in my terminal, but I cannot see them in Vercel's function logs.

I am specifically interested in viewing these logs to debug an issue where a page that works on my local system is resulting in a 504 error when deployed to Vercel. The page's API call never takes more than 3 seconds.

What are some ways to view these console logs in Vercel, or is there an alternative way to debug the 504 error that I am experiencing?

However, I am not able to see these logs in Vercel's function logs. Is there any other way to view these logs?


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/urxbnq2vcgblhjoo8eml.png)

but I think this happens on a site called "favicon.ico`

This favicon.ico link opens/works on the local system next to dev mode. but in Vercel, this gives 504 errors. 

Thank you for your help!
Streamline Your Development Process: Hire Skilled ReactJS Developers India!
Tags: programming, react, reactjsdevelopment, hirereactjsdevelop
Published: 2023-04-27 07:04:39

Are you looking to **hire ReactJS developer India** to help you build your next web application or website? Look no further than India. India is known for its abundance of tech talent, including ReactJS developers who can help you streamline your development process.

## Why Hire ReactJS Developers from India?

**[Hiring dedicated ReactJS developer](https://webideasole.com/react-developer/)** from India offers a range of benefits for your business. First and foremost, India is home to a vast pool of talented developers who have experience working with a variety of programming languages and frameworks, including ReactJS. This means that you can find a **ReactJS developer** with the specific skills and experience you need for your project.

In addition, hiring a **ReactJS developer from India** can be a cost-effective solution. Developers in India often offer their services at lower rates than developers in other countries, without sacrificing quality. This can help you save on development costs while still getting a high-quality product.

Finally, when you **hire ReactJS developer** from India, you can take advantage of the country's time zone differences. This can be especially beneficial if you're working on a project with a tight deadline. With a dedicated developer in India, you can keep your project moving forward around the clock, without sacrificing the quality of the work.

### How to Hire ReactJS Developers from India?

If you're ready to **hire dedicated ReactJS developer** from India, there are several steps you can take to find the right fit for your project. One option is to work with a reputable development agency like Web Idea Solution that specializes in providing offshore development services. We can help you find and **[hire dedicated developer](https://webideasole.com/dedicated-hiring/)**, and provide project management and support throughout the development process.

## Conclusion

Hiring a skilled **ReactJS developer from India** can help you streamline your development process, save on costs, and ensure that your project is completed on time and to your satisfaction. With so many talented developers to choose from, it's easy to hire programmers in India who have the specific skills and experience you need for your project. So why wait? Start your search today and unlock the power of ReactJS for your business by contacting Web Idea Solution now!
What's the Most Efficient Setup for Your Code Editor or IDE?
Tags: discuss
Published: 2023-04-27 07:00:00

What's the most efficient setup you've found? Do you use any specific plugins, extensions, or shortcuts? Let's share some tips and tricks to make our coding lives easier! 🚀

---

Join the conversation and [follow the DEV Team](https://dev.to/devteam) for more thought-provoking discussions!

{% embed https://dev.to/devteam %}

Image by pch.vector</a> on Freepik.
Sloan's Inbox: Staying Positive Amidst Industry Drama
Tags: discuss
Published: 2023-04-27 07:00:00

Hey there! It's Sloan, your friendly neighborhood DEV Moderator 🦥

As I lazily scrolled through my inbox earlier today, I stumbled upon a message from a fellow DEV member seeking guidance on motivation strategies and work challenges.

That's what Sloan's Inbox is all about: sharing advice and observations with those who are seeking insight on topics including career development, navigating office politics, staying up-to-date with industry trends, improving technical skills, and more.

So, why not take a peek into my inbox for a fresh online advice column and discussion hosted by yours truly? Every week (or so), I'll be diving into the questions, comments, and thoughts of my fellow sloths.

---

###Today's question is:

> What are some effective ways to stay motivated and focused on the positive aspects of the industry, despite encountering egos, toxicity, and competitiveness?



So, don't be shy! Share your thoughts in the comments below and let's chat.

_Want to submit a question for discussion or ask for advice? [Visit Sloan's Inbox](https://docs.google.com/forms/d/e/1FAIpQLSc6wgzJ1hh2OR4WsWlJN9WHUJ8jV4dFkRDF2TUP32urHSAsQg/viewform)! You can choose to remain anonymous._
Creating a Contact Form with React Hook Form and Tailwind CSS
Tags: react, webdev, tutorial, beginners
Published: 2023-04-27 06:59:43

In this code-along tutorial we will be creating a classic contact form using React Form Hook and Tailwind CSS. The form consists of 3 fields: name, email, and message. In React we will creating a custom form element component for creating the fields and using the control functionality from React Hook Form to control these "external" elements. All fields are required so will also handle any errors here. Styling of this page will be done with the help of Tailwind CSS.

{% youtube 5kbbBaQ07Fk %}
Using GPT to Analyze Cloud Security Issues
Tags: gpt3, aws, policyascode, selefr
Published: 2023-04-27 06:28:33

### Intro

In today's digital age, cloud security has become an increasingly important task. Countless cloud security issues emerge every day, requiring quick analysis and resolution. However, manually analyzing and solving these problems requires a lot of time and effort. This is why Selefra was born.

Selefra is a policy as code product that helps users perform cloud security analysis, cost analysis, and architecture analysis quickly. Recently, Selefra has also added GPT functionality, allowing users to analyze cloud products for security issues in a way similar to ChatGPT. In this article, we will use AWS S3 storage bucket issues as an example to introduce how to use Selefra.

## Running Selefra

### Install

First, installing Selefra is very simple. You just need to execute the following command:

```bash

brew tap selera/tap
brew install selefra/tap/selefra
mkdir selefra-demo & cd selefra-demo & selefra init
```

### Choose provider

Then, you need to choose the provider you need in the shell, such as AWS:

```bash

[Use arrows to move, Space to select, and enter to complete the selection]

[✔] AWS # We choose AWS installation
[ ] azure
[ ] GCP
[ ] k8s

```

### Configuration

**configure AWS:**

We have written a detailed configuration [document](https://www.selefra.io/docs/providers-connector/aws) in advance, you can configure your aws information in advance through here.

**configure Selefra:**
After initialization, you will get a selefra.yaml file. Next, you need to configure this file to use the GPT functionality:

```yaml

selefra:
  name: selefra-demo
  cli_version: latest
  openai_api_key: <Your Openai Api Key>
  openai_mode: gpt-3.5
  openai_limit: 10
  providers:
    - name: aws
      source: aws
      version: latest

```

### Running

You can use environment variables to store the openai_api_key, openai_mode, and openai_limit parameters. Then, you can start the GPT analysis by executing the following command:

```bash

selefra gpt "Please help me analyze the vulnerabilities in AWS S3?"
```

Finally, you will get results similar to the animated image below:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/4dftsjr7qbh6ke44qsu7.gif)

## Thanks for reading

Here, we strongly encourage you to try Selefra and enjoy a faster and more efficient cloud security analysis and resolution experience. You can find more information about Selefra on our official website (**[https://www.selefra.io/](https://www.selefra.io/)**) or GitHub (**[https://github.com/selefra/selefra](https://github.com/selefra/selefra)**), or follow our Twitter account (**[https://twitter.com/SelefraCorp](https://twitter.com/SelefraCorp)**) for more real-time updates.
How to Perform Filtering in .NET MAUI DataGrid Control
Tags: dotnet, dotnetmaui, csharp
Published: 2023-04-27 06:04:13

Learn how to filter records in the Syncfusion .NET MAUI DataGrid control. This video shows how to filter records in the view, filter based on conditions, filter items in a particular column, and clear the applied filters. 

The DataGrid control is used to display and manipulate data in a tabular view. It was built from the ground up to achieve the best possible performance, even when loading large amounts of data. Its wide range of functionalities include data binding, adaptive UI layout for all devices, editing, filtering, custom sorting, row and column customization, and selection. 

_Product overview_: https://www.syncfusion.com/maui-controls/maui-datagrid

_Tutorial video_: https://www.syncfusion.com/tutorial-videos

_Download the example from GitHub_: https://github.com/SyncfusionExamples/Perform-Filtering-in-.NET-MAUI-DataGrid

{% youtube KpN28Mi0Qn0 %}
LLMs using a single API
Tags: ai, chatgpt, python, opensource
Published: 2023-04-27 05:54:34

Use your model, [Apollo's](https://github.com/apolloapi/apolloapi) model or a combination of both.

Today we're talking about aggregating different AI models under one API. I'm an open-source maker and have worked on various projects but none as fun as this! 

Apollo allows you to integrate with any existing provider and sync data across multiple resources - the user interface (UI) is designed for creating decision making workflows. With the Apollo platform, you can perform no-code AI tasks using the best engines in the market. Apollo SDK is a cli toolkit for developers to build automation pipelines on their own.


...Lets take a look at the [SDK](https://github.com/apolloapi/apolloapi)!

## TLDR; 

Skip to the [quickstart](https://apolloapi-doc.vercel.app/docs/api/quickstart) to start playing around with the SDK!

## Show me an example

In your code you can write: 

```python
Apollo.connect('postgres://username:password@hostnam...', ...) # Starts syncing content forever!

Apollo.use('OpenAI', "moderation", ...) # Connect to existing providers!

Apollo.rule('Phrase1', '>=', '0.8') # Create custom rules!

Apollo.use('Apollo', "violence", ...) # Connect with our internal models!

# Detect bad actors at scale!
Apollo.detectImage('Image1', 'contains', 'VERY_LIKELY') # Image Analysis/OCR
Apollo.detectSpeech('Audio1', 'contains', 'UNLIKELY') # Audio Processing
Apollo.detectVideo('Video1', 'contains', 'POSSIBLE') # Video Analysis
Apollo.detectText('Phrase1', 'contains', 'UNKNOWN') # Text Analysis
```

#### Apollo then takes care of:
- Automated detection against image, video, audio or text
- Connecting with any external resource
- Making sure your integration is robust, so you never again have to worry about stuck/stale data or false-positives


#### Cool, what can I build with it?
- Teams in companies use Apollo to build native in-app connections related to active response, content moderation, fraud detection, etc.
- Some automate their personal lives with Apollo by integrating against discord communities, or do other things like intelligent search. Checkout our [Features!](https://apolloapi-doc.vercel.app/docs/features)
- Apollo can help you quickly build for hobby projects


### Conclusion

Thanks for making it this far! If you want to join or find interest feel free to star our repo or join the discord: https://github.com/apolloapi/apolloapi
Combining debugger statement and console.trace for faster issue debugging
Tags: webdev, javascript, programming, productivity
Published: 2023-04-27 05:50:48

When it comes to debugging code, finding and fixing issues quickly can mean the difference between a smooth development process and a frustrating one. Luckily, there are tools and techniques that can help make the process faster and more efficient.

One such technique is combining the debugger statement and console.trace. The debugger statement is a powerful tool that allows us to pause the execution of our code at a specific line and inspect the current state of the program. This can be incredibly useful for identifying where in the program the problem is occurring.

However, sometimes simply pausing the execution of the code isn't enough to fully understand the issue. That's where console.trace comes in. Console.trace outputs a stack trace of function calls that led to the current point in the code. This can help us step through the logic and understand the underlying flow of the process.

By combining these two tools, we can more quickly and efficiently identify and fix issues in the code. First, use the debugger statement to confirm the hypothesis that a certain piece of code is causing the problem. Once that hypothesis is confirmed use console.trace to answer why that problem has occurred.

Therefore, by combining the debugger statement and console.trace, we can gain a deeper understanding of the issues in our code and more quickly identify and fix them. This can help save time and frustration in the development process, ultimately leading to more successful and efficient resolutions.
MWatcher - Publish New Posts from RSS Feed
Tags: githubhack23
Published: 2023-04-27 05:47:41

## What I built 

A tool to publish new posts from a RSS Feed (initially supporting Medium.com) using Github Actions.
It's hostless (without needing a host environment) or database.

Fork, change env vars, then wait Github Actions to trigger

### Category Submission

Wacky Wildcards

### App Link

https://github.com/FagnerMartinsBrack/medium-watcher

### Screenshots 

### Description 

Use Github Actions to watch your RSS Feed (tested on Medium) and post to Twitter and LinkedIn (no database)

Check the runs here: https://github.com/FagnerMartinsBrack/medium-watcher/actions

It uses an InMemory EventBus with EventEmitter which you can use to subscribe other providers to the medium post events.

You can add more providers by creating a new listener:

```javascript
eventEmitter.addListener('NEW_POST', (postDetails) => {
  sendToNewProvider(postDetails);
});
```

### Link to Source Code

https://github.com/FagnerMartinsBrack/medium-watcher

### Permissive License

MIT

## Background (What made you decide to build this particular app? What inspired you?) 

### How I built it (How did you utilize GitHub Actions or GitHub Codespaces? Did you learn something new along the way? Pick up a new skill?) 

### Additional Resources/Info