teleren/devto huggingface dataset:
Automate Your RKE2 Cluster with Ansible: Helm, Cert-Manager, Traefik, and Rancher Setup Made Easy
Published: 2024-06-19 17:12:06

https://spaceterran.com/posts/Automate-Your-RKE2-Cluster-with-Ansible-Helm-Cert-Manager-Traefik-and-Rancher-Setup-Made-Easy/
Looking to hire a Senior Full Stack Developer
Tags: career, angular, csharp, postgres
Published: 2024-06-19 17:07:29

What We're Looking For

The ideal candidate should be a versatile full stack developer adept at building and scaling both back-end and front-end components of a robust, modern application.


Tasks and Responsibilities

Architect, develop, and scale C# back-end services and Angular/Material UI front-end for a growing application
Optimizing PostgreSQL database
Integrating with Redis, SendGrid, Stripe, Snowflake, BigQuery
Refactoring legacy code
Driving continuous improvement


Education and Experience Requirements

5+ years software engineering, proficient in C# and Angular
Expertise in PostgreSQL, Redis, and integrating third-party services
Proven ability to deliver scalable, high-performance applications
Strong problem-solving, collaboration, and communication skills
Self-motivated, reliable, and quick learner
Start-up experience preferred


Programming Languages/Technologies (Required)

C#
Angular
Material UI
PostgreSQL


Programming Languages/Technologies (Bonus)

Flowbite
Tailwind CSS
Redis
SendGrid
Stripe
Snowflake
BigQuery


Our Tech Stack

Frontend: TypeScript, Angular 12
Backend: C#, Python (legacy)
Database: Postgres
Welcome to a new era of software building
Tags: ai
Published: 2024-06-19 17:01:50

Gearing up for an AI-powered world

Humanity has beaten every prediction of its demise because of new technology. To unlock human progress, we enlisted computers, our brothers in arms.

Since we’ve been gradually lending human intelligence to computers — they’ve become responsive building blocks. ChatGPT is the tool of the decade not because it’s more intelligent than you but because it responds to you intelligently. 

At KushoAI, we believe that the job of technology is to empower people. We’re building AI agents trained for specific problems to unlock value at a pace faster than ever before.

The problem we’re solving is an underrated one: a hidden gem almost. There are more than 25 million developers globally — all with a common problem. Developers quietly shipping code (undisturbed) is a myth in modern software teams. 

The software development life cycle requires perfect functioning of many complex variables while the JTBDs for developers keep increasing… 

At KushoAI, we’re building AI agents that will give developers an extra pair of eyes and hands. A secret helper that takes care of the parts of a developer’s job they keep pushing to the next day, for example, testing or system health. 

The best part is that KushoAI is trained for a special purpose (unlike some MCU heroes who have to save humanity) we’re thinking only of the millions of software developers whose lives can be more productive, creative, and happier. 

If you’re a developer keen to be one of the first to use our AI agents, you can DM us at https://twitter.com/kushoai or https://in.linkedin.com/company/kusho.

Steve Jobs famously said that a computer is a bicycle for the mind, and if we stretch that metaphor across the 21st century, it’s clear that AI is nothing short of a racecar. 

Thank you for reading and joining us on this journey.
Study for FE
Tags: exam, preparation, engineering
Published: 2024-06-19 16:51:14

[](https://www.studyforfe.com/)
Fast-track your FE Electrical and Computer exam preparation with our comprehensive program. Whether you are a recent graduate or a working professional with years of experience, this FE exam preparation course will take you step-by-step through all sections of the latest NCEES® FE Electrical and Computer Exam Specification.
"🚀 From Algorithms to Applications: My Journey as a Machine Learning Developer 🤖"
Tags: beginners, programming, tutorial, python
Published: 2024-06-19 16:49:32

Introduction
Hello DEV Community! 👋 I'm Aviral Garg, a machine learning developer with a passion for turning data into actionable insights. I’ve been working in this field for 1 year, and I’m excited to share my journey, the challenges I’ve faced, and tips for anyone looking to dive into machine learning.

My Path to Machine Learning
Initial Interest 🎓
My journey began when I encountered a problem that seemed insurmountable with traditional programming methods. The potential of machine learning to find patterns and make predictions fascinated me. 🌟

Education and Learning Resources 📚
I started with books like "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurélien Géron were invaluable. I also spent countless hours on platforms like Kaggle, where I could apply what I learned. 💡

First Projects 💻
One of my first projects was predicting stock prices using regression models. It was both challenging and rewarding. I primarily used Python and libraries such as scikit-learn and pandas. 🏡📈

Key Challenges and How I Overcame Them
Understanding the Basics 🧠
Grasping fundamental concepts like overfitting, bias-variance tradeoff, and cross-validation was crucial. Online courses and hands-on projects helped reinforce these concepts. 🔍

Choosing the Right Tools 🛠️
I found TensorFlow and PyTorch particularly powerful for building neural networks. Scikit-learn is my go-to for simpler models and data preprocessing. 💪

Staying Updated 📈
Following blogs like Towards Data Science, reading research papers, and attending conferences like NeurIPS help me stay abreast of the latest developments. 📰📚

Tips for Beginners
Start with the Basics 📘
Understanding the core concepts is essential. Don’t rush into deep learning without a solid foundation in statistics and linear algebra. 📊

Hands-On Practice 🏋️‍♂️
Apply your knowledge to real-world datasets. Kaggle is an excellent platform for this. 🏆

Build a Portfolio 📁
Showcase your projects on GitHub. It’s a great way to demonstrate your skills to potential employers. 🌟

Join the Community 🤝
Engage with communities like DEV. Learning from others and sharing your experiences can be incredibly beneficial. 🌐

Conclusion
Machine learning is a field that combines creativity and technical skill. It’s challenging but immensely rewarding. Feel free to connect with me here on DEV for further discussions or collaborations. 🚀
Select Element in Array() to a new Array() JavaScript
Tags: javascript, beginners
Published: 2024-06-19 16:44:09


JavaScript Array slice()
Select elements:
```
const fruits = ["Banana","Orange","Lemon","Apple","Mango"];
const citrus = fruits.slice(1, 3);
console.log(citrus);
```
![](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/107qll9ct30aod2yqcu2.jpg)

Select elements using negative values:
```
const fruits = ["Banana", "Orange", "Lemon", "Apple", "Mango"];
const myBest = fruits.slice(-3, -1);
console.log(myBest);
```
![](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/8r77g93xynsen96emenx.jpg)

The slice() method returns selected elements in an array, as a new array.

The slice() method selects from a given start, up to a (not inclusive) given end.

The slice() method does not change the original array.
HubSpot For Small Business
Tags: hubspot, hubspotapi, hubspotmarketingagency
Published: 2024-06-19 16:39:21

Unlock the potential of **[HubSpot for small business ](https://codeandpeddle.com/services/hubspot/
with Code and Peddle. Streamline your marketing, sales, and customer service operations to drive growth and efficiency. Learn more about how HubSpot can transform your business today.
RECOVERY OF CRYPTOCURRENCY/ RECOVERY OF BTC contact :fundsrecoverychambers@gmail.com
Tags: bitcoin, usdt, cryptocurrency, ethereum
Published: 2024-06-19 16:37:54

I highly recommend the service of FUNDS RECOVERY CHAMBERS Solution for a fantastic job at recovering my life savings which I naively put in a fake crypto investment scheme.  I had a stressful situation going on and they were so patient with me and did help me through this. The staff members are very legit and good in explanation email them on fundsrecoverychambers at gmail dot com , not just classifying the problem and charging not without good response. I must commend them for recovering my money from the people who stole from me. If you are ever in need of such service, you can contact them via: (fundsrecoverychambers@gmail.com) “Thank you for your hard work, I really appreciate that you have been able to get my funds recovered, Their transparency and commitment to my recovery were admirable throughout the entire process even with the cost being fair. I am sending this testimony to affirm the legitimacy send a message on WhatsApp +44 7442 684963
Email: fundsrecoverychambers at gmail dot com 
Telegram : https://t.me/Fundsrecoverychambers_crypto
bartowski/L3-70B-Euryale-v2.1-GGUF-torrent
Tags: ai, machinelearning, beginners, chatgpt
Published: 2024-06-19 16:36:38

L3-70B-Euryale-v2.1-Q4_K_M.gguf Size of remote file: 42.5 GB

https://aitorrent.zerroug.de/bartowski-l3-70b-euryale-v2-1-gguf/
Spring Modulith: Modularization of a monolithic application
Tags: productivity, opensource, spring
Published: 2024-06-19 16:31:15

- Modular Monolith is an architectural style where our source code is structured on the concept of modules
- A monolithic application is broken up into distinct modules while still maintaining a single codebase and deployment.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/p7hvi7ba6694z702cf5k.png)


**Features**: 
**Application module dependencies**: Other modules should not access internal implementation components.
**Application Events**: To keep application modules as decoupled as possible from each other, their primary means of interaction should be event publication and consumption.
**Integration Testing Application Module**: Allows to run integration tests bootstrapping individual application modules in isolation or combination with others
**Documentation**:  Can create documentation snippets in Asciidoc. Can produce C4 and UML component diagrams describing the relationships between the individual application modules.

**Advantages of Spring Modulith**
**Improved Maintainability**: Modular architecture promotes cleaner code, simplifies understanding, and facilitates easier maintenance as the application grows.
**Enhanced Testability**: Well-defined modules enable developers to write more focused and isolated unit and integration tests, leading to higher code quality.
**Scalability**: While not as horizontally scalable as microservices, Spring Modulith allows for vertical scaling by adding more resources to the application server.
**Faster Development**: Compared to the complexity of managing multiple services in microservices architecture, Spring Modulith offers a streamlined development process with a single codebase and deployment.
**Reduced Complexity**: For applications with tightly coupled functionalities that interact frequently, a single codebase in Spring Modulith can be more efficient.

**Further Reading**
[Spring Doc](https://docs.spring.io/spring-modulith/reference/index.html)

**Spring Modulith vs Microservices: **

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/revlq1kxvd09s88y1ael.png)
Physical Symbol System Hypothesis
Tags: ai
Published: 2024-06-19 16:27:54

Today I came across 'Physical Symbol System Hypothesis'. 

This means that symbols becomes a huge part on how we interact with the world. 

If you see a stop sign you know you need to stop in the traffic , when you see the letter A, you know that the word would make a certain sound.

According to the hypothesis, if the program connects to these symbols then it becomes intelligent.

So, Philosopher John explained that sometimes the system can seem intelligent but they are not necessarily intelligent , they are just matching the patterns.

For example, you can try asking Siri , how do they feel like , they may say that they are fine but that doesn't mean that they are really feeling fine, they also don't know what you are asking. They are just matching the questions with pre-programmed response.

So Johan Searle argued that just matching questions is not true art of intelligence. They don't understand the meaning , they are just matching the patterns.
But you don't look like a web developer
Tags: webdev, discuss, career, womenintech
Published: 2024-06-19 16:23:02

When you think of a web developer, what comes to your mind? Most people from my private life outside technology would describe such human as a man, often wearing glasses, hunched over a laptop in a dimly lit room, surrounded by empty coffee cups and energy drink cans. Maybe he’s an introvert, someone who’s more comfortable with code than with people, lacking in social skills and physical fitness. This stereotype is so ingrained in our collective consciousness that anyone who doesn’t fit this mold might be met with surprise, or even skepticism.

## “But you don’t look like a web developer.”

This phrase is something I hear almost every time I introduce myself as a web developer (sometimes even in the STEM environment, but mostly in private life). You see, I am a web developer, but I don’t fit the outdated stereotype. I’m a woman, nearly 30 years old, in good shape, and I like sports. I take pride in my appearance, use make up, get my nails done, and care for myself because I want to be attractive. Yet, my abilities and passion for web development are no less than anyone else’s.

The image of the "ideal" web developer is not just a harmless stereotype; it’s a narrow definition that excludes the vast diversity within the tech community. The reality is that web developers come from all walks of life. They are men and women, young and old, extroverts and introverts, athletes and artists. Our skills and passions shouldn't be measured by our appearance or lifestyle choices, yet they still do.

In fact, diversity in web development brings about a richer and more creative environment. Different perspectives lead to innovative solutions and more user-friendly products. When we cling to outdated stereotypes, we not only limit our view but also discourage many talented individuals who might feel they don’t belong.

For me, being a web developer is about problem-solving, creativity, and continuous learning. It’s about staying curious and pushing the boundaries of what technology can do. It doesn’t require me to sacrifice my social life, neglect my physical health, or conform to an image that doesn’t represent who I am.

I want to challenge the notion of what a web developer should look like. Next time you meet someone in tech, resist the urge to judge their capabilities based on their appearance. Instead, focus on their skills, passion, and the unique perspective they bring to the table.

In a world where technology is constantly evolving, so too should our understanding of those who create it. Let’s embrace the diversity within our community and move beyond the stereotypes. After all, it’s not about how we look, but what we can build together.
Can AI Help with Repository Base Code Understanding?
Published: 2024-06-19 16:21:34

Understanding and maintaining large codebases is a common challenge in software development, leading to significant time and resource expenditure. Addressing this issue is essential for improving developer productivity and reducing technical debt.

**What is code?** Code is a recipe for solving a concrete problem. With just the code, you can reverse-engineer to understand which problem it solves and how it does so. This reverse engineering allows you to formulate user stories describing the problem. From these user stories, AI can generate new code. Is this just theoretical, or can current technology help create tools to solve this problem?

In DTIT, particularly within AI4Coding, we’re thinking about technological debt and how to address it.

We start from the premise that the current state of AI systems is not able to offer the in-depth contextual understanding necessary for effective coding support at the repository level. Users of AI tools for code generation and completion often encounter reliability issues when dealing with larger codebases.

Our research indicates that RAG (retrieval-augmented generation) can be beneficial but has limits. Even concepts like Agentic with Chain of Thoughts or Tree of Thoughts are insufficient and can be costly. What else can help? Abstract Syntax Trees (ASTs) are useful, but they don’t provide a repository-level understanding of the code.

Current research shows that knowledge graphs excel in modeling complex relationships and dependencies within code across entire repositories. We utilize RAG, Agentic approaches, and ASTs, but knowledge graphs have been a game-changer for our product—Advanced Coding Assistant.

**Why do we still have “assistant” in the title?** Even though we are trying to use all known best approaches, keeping the developer in the loop is crucial.

So, my answer to my introductory theoretical question is YES, but we are not in the Harry Potter universe, and AI is not a magic wand, and you cannot expect a “one click” solution. However, providing developers with tools that enhance code understanding at the project level enables them to not only work faster but also tackle tasks that were previously unsolvable.

For more information, please read the articles by my colleagues:

https://medium.com/@cyrilsadovsky/advanced-coding-chatbot-knowledge-graphs-and-asts-0c18c90373be

https://medium.com/@ziche94/building-knowledge-graph-over-a-codebase-for-llm-245686917f96

Stay tune for more information. We will definitely share results from our research.
How can developers leverage gaming monetization strategies and mobile game advertising to thrive on the best game platform?
Tags: gamedev, gamedeveloper, mobilegames, androidgames
Published: 2024-06-19 16:20:27

Developers can thrive on the [**best game platform**](https://medium.com/@adreeshelk/how-to-play-hundreds-of-games-on-your-lock-screen-without-downloading-anything-4f03e0173441?utm_source=referral&utm_medium=Medium&utm_campaign=Nostra) by effectively leveraging gaming monetization strategies and mobile game advertising. Implementing diverse monetization methods, such as in-app purchases, subscription models, and rewarded ads, boosts revenue while maintaining player engagement. [**Mobile game advertising**](https://nostra.gg/articles/The-Future-of-Gaming-Platform-is-here.html?utm_source=referral&utm_medium=article&utm_campaign=Nostra), including interstitials and native ads, can be seamlessly integrated to reach target audiences without disrupting the gaming experience. A robust gaming platform provides tools and analytics to optimize ad placements and track performance, ensuring maximum profitability. By combining these monetization strategies with targeted advertising, developers can significantly increase their revenue and player retention, ensuring success on the best game platforms.
Design Patterns
Tags: devchallenge, cschallenge, computerscience, beginners
Published: 2024-06-19 16:12:26

*This is a submission for [DEV Computer Science Challenge v24.06.12: One Byte Explainer](https://dev.to/challenges/cs).*

## Explainer
Design patterns are reusable solutions to common software design problems. They guide object creation, composition, and interaction, improving code readability and maintainability. Key types include Creational, Structural, and Behavioral patterns, each addressing specific issues.
<!-- Explain a computer science concept in 256 characters or less. -->

## Additional Context

<!-- Please share any additional context you think the judges should take into consideration as it relates to your One Byte Explainer. -->

<!-- Team Submissions: Please pick one member to publish the submission and credit teammates by listing their DEV usernames directly in the body of the post. -->

<!-- Don't forget to add a cover image to your post (if you want). -->

<!-- Thanks for participating! -->
ARGONIX HACK TECH / BEST CRYPTOCURRENCY RECOVERY SERVICES
Tags: productivity
Published: 2024-06-19 16:11:17

WhatApp: +1 (206) 234‑9907

Website: https://argonixhacktech.com 
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