GitHub Digest #1 — October's Best Repositories: AI Assistants, a Virtual Company, and AirDrop for the Poor / ITech content

Table of Contents:

• AI Writes Code (Again)
• The "Inhumane" Company
• Distributed File Manager
• Free Books
• Free Reader
• AirDrop Alternative
• Computer Science Curriculum
• Developer Tools
• Cloud Platform
• Courses with Free Certificates
• AI Assistant
• AI Draws the Interface
• System Design in Pictures
• GPT-4 on a Local Machine
• Roadmaps for Almost Every Occasion
• TV Channels from Around the World
• JS13kGames 2023 Winners
• List of Lists!
• Interview Preparation for Very Busy Engineers

GitHub is the leading service for storing and managing IT projects. October is the time to take stock, and we've prepared an overview of the most popular GitHub repositories for this month. These repositories are not only useful but also provide insight into current trends in software development. By analyzing them, you can gain insight into what's happening in the tech world and what tools and approaches are becoming popular among developers.

AI Writes Code (Again)

A new AI code generation assistant based on GPT-4, according to its developer, can increase the speed of application development by 20 times. This tool can significantly optimize the programming process, making it easier for developers and allowing them to focus on more complex aspects of the project. The use of AI in software development opens up new opportunities, improving code quality and reducing the time it takes to write it. Innovative technologies like GPT-4 are becoming important assistants in creating effective solutions for businesses and startups.

Try to feel like an experienced team leader, managing a talented and obedient junior who doesn't demand a raise. The process is simple: you tell GPT Pilot what app you want to develop, and it asks clarifying questions, gradually building code under your guidance. The result is a working MVP of the app. If the AI ​​encounters a challenge, it will immediately turn to you for advice, like a true junior developer.

This isn't the first project in the field of intelligent assistants for developers—solutions like GitHub Copilot and smart completion features in IDEs have been on the market for a long time. However, the author of this project has an ambitious goal—to demonstrate that artificial intelligence can generate up to 95% of code without human intervention. In the future, with the advent of the era of true artificial general intelligence (AGI), even the remaining 5% could be entrusted to thinking machines.

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The next level of artificial intelligence, known as artificial general intelligence (AGI), is a system capable of Perform any intellectual task at a level comparable to humans. Unlike highly specialized AI, which is designed to solve specific problems, AGI has general-purpose learning and adaptability.

AGI has the potential to revolutionize various industries, including medicine, education, and manufacturing. Its emergence is expected to occur in the coming decades, although the exact timeframe remains uncertain. Experts predict that the development of AGI will require significant advances in neural networks, natural language processing, and other technologies.

The future of AGI promises to be promising, but it also raises important ethical and safety issues. Measures are needed to manage risks and ensure that AGI is used for the benefit of humanity. Attention to these aspects will be key in the development and implementation of AGI technologies in everyday life.

The blog author shared information about the creation of the project and its intended purpose. The material details the main goals of the project, its functionality, and possible areas of application. Readers will be able to learn how the project can help solve various problems and improve processes.

The "Inhuman" Company

A virtual developer is great, but what about a virtual company with its own CEO, product director, CTO, programmer, tester, and designer? ChatDev is such a company. Here, employees can collaborate, develop projects, write and test code, and all of them, like the company itself, are virtual representatives of one large artificial intelligence. ChatDev's virtual nature allows for efficient workflows and optimized collaboration, making it unique in the tech world.

ChatDev offers a unique platform for modeling and studying collective intelligence. The main goal of the project is to create a space where users can interact and exchange ideas, deepening the understanding of collective intelligence. This environment promotes innovative solutions and effective collaboration, making it a valuable tool for researchers and practitioners in the field of collective thinking.

Distributed File Manager

The file manager provides a convenient interface for displaying files from various cloud services, computers, smartphones, and other devices in a single window. It is based on the VDFS system, which combines all your data into a single database and ensures its online updates. This tool simplifies file management and allows you to quickly find the documents you need, regardless of their location.

Spacedrive's source code is open, which emphasizes the developers' principled position. They believe that by centralizing all data in one place, this "basket" should be transparent and under the control of the community. This prevents a situation where algorithms collect information about users and sell it to advertisers. Open source code enhances trust and security, making Spacedrive an attractive solution for those who value privacy and transparency in the digital space.

Free Books

GitHub hosts one of the most popular and sought-after repositories offering free educational materials on the most common programming languages ​​and technologies. This repository includes books, online courses, textbooks, problem sets, podcasts, and other resources to facilitate learning. Versions of the materials are available in most languages, including Russian, making them accessible to a wide audience. This resource is perfect for both beginners and experienced developers looking to improve their skills and expand their programming knowledge.

Reading is an important aspect of our lives, as it contributes to the development of thinking and broadening of horizons. By immersing ourselves in books, articles, or blogs, we gain new knowledge and the opportunity to understand different points of view. Reading not only entertains but also enriches our inner world, helping us better navigate various areas of life. Therefore, it is important to devote time to this activity.

It is also worth noting that regular reading improves concentration and memory, and promotes the development of critical thinking. In the information age, when we are surrounded by large amounts of data, the ability to analyze and select what is important becomes especially relevant. Read regularly, choose a variety of genres and topics, and you will notice how your perception of the world will significantly enrich.

Reading is not only useful but also enjoyable, as it allows us to travel through the pages of books, discover new horizons, and make life more fulfilling.

A list of 17 books for Python developers of all levels: from beginners to advanced. These books will help you master the Python programming language, deepen your knowledge, and develop your skills. They cover basic concepts, best practices, and modern approaches to development. Whatever your goals, these resources will be a reliable support in your learning and professional growth in Python development.

Free e-reader

There are free books, and therefore, there should be an open-source application for reading them. Omnivore is such an application. It supports most text formats and provides users with a wide range of functions. With Omnivore, you can easily search, copy, and save texts, share them with others, convert them to speech, and even create email newsletters. This application is suitable for all book lovers and simplifies access to a variety of literary materials.

Available in several versions: you can use the web version, download the mobile app, or install the browser extension. All the necessary links are in the repository.

AirDrop Alternative

Apple continues to update the IR port, while enthusiasts turn their attention to one of the most desired features for iPhone users - AirDrop. This function allows you to transfer files without using the Internet and Bluetooth. Unlike AirDrop, the free LocalSend application, although it looks less impressive, offers similar functionality. It allows you to transfer files between devices, regardless of their brand, which makes it a universal solution for all users.

Computer Science Curriculum

A step-by-step guide for those who aspire to become not just a web developer, but a real Google-level engineer or strengthen their knowledge of the fundamentals of computer science. The author developed this plan with the goal of successfully passing an interview at Google, but ultimately got a job at Amazon. You can also test this plan by using it in practice, for example, in Yandex.

Developer Tools

The it-tools.tech website offers a wide range of tools, including token, password, cryptographic key, and QR code generators. Here you'll find converters for numbers, colors, and text, as well as a variety of parsers and calculators. To understand how these tools work and what capabilities they provide, visit our website.

Cloud

An open-source cloud platform for efficiently managing servers, applications, and databases. If you use your own server, you can use this platform for free. If you host on Coolify servers, you will be charged. You can view the pricing plans on the official website.

Coolify offers a unique advantage over platforms like Heroku and Vercel: you are not tied to a specific provider. All your data and server settings remain under your control. Even if you decide to uninstall Coolify, your data will remain, and you will only lose the automation capabilities. Coolify is managed via SSH, which provides additional flexibility and security.

Courses with Free Certificates

We have collected links to popular educational programs that offer the opportunity to obtain a certificate for free. This list includes not only technical areas, but also courses in project management, business, marketing, English, and many other disciplines. Please note that some offers may have a limited validity period.

AI Assistant

The open-source alternative to GitHub Copilot does not require a database or cloud services. You can download and test its functionality on the official website. This alternative offers users the ability to integrate directly into the development environment, providing support for programming and code automation. Explore the capabilities and benefits of the solution to improve your workflow.

AI draws the interface

A framework with an integrated neural network for developing user interface components. It provides the ability to generate a variety of visual elements with a real-time preview function. This tool simplifies the process of creating interfaces, increasing developer efficiency and enabling the creation of more intuitive and attractive user solutions.

System design in pictures

Explaining complex systems through visualization and understandable terms. This is a useful resource for interview preparation and for those seeking a deeper understanding of the internal workings of systems.

GPT-4 on a local machine

OpenAI code interpreter Allows the GPT-4 language model to execute code directly on your computer or server. You can interact with LLM via a terminal using an interface similar to ChatGPT. After installation, simply run the $ interpreter command to get started and receive responses to your programming queries in real time. This solution is ideal for developers looking to integrate powerful AI capabilities into their projects and streamline their development process.

Modern AI technologies offer a wide range of capabilities. Neural networks are capable of not only generating text and images but also actively searching for relevant information online, unlike some models, such as ChatGPT. Furthermore, AI efficiently processes large volumes of data, significantly increasing productivity and the quality of analysis. These capabilities open new horizons for the application of AI in various fields, from business to science.

Roadmaps for Almost Every Occasion

A repository for those interested in how to become a professional in their field. Here are roadmaps for various specialties: front-enders, back-enders, DevOps, full-stack developers, testers, architects, and many others. In addition, you will find best practices in code review, methods for improving performance and security, as well as questions to test your knowledge of JavaScript and React. This resource will become an indispensable assistant on your path to professional development.

TV Channels from Around the World

We present a collection of public IPTV channels covering various countries and regions. All channels are organized by topic and language category, making it easy to find the content you're looking for. To connect to broadcasts, simply copy the link to the selected channel and paste it into any media player that supports streaming video, such as VLC. This allows you to enjoy a variety of world television in a convenient format.

js13kGames 2023 Winners

The annual js13kGames programming competition concluded in October. Participants have one month to develop games in JavaScript, with each project being no larger than 13 kilobytes. This year, we present the 13 best entries, demonstrating the developers' creativity and technical skills. Check out these outstanding projects at the link.

The picture below shows one of the competition winners, The Terror of Mongolia.

List of lists!

A unique and extensive list of interview questions on the most popular programming languages, frameworks, operating systems, algorithms, design patterns, networking, data science, and other key areas. This resource will be useful for both employers and job seekers. If you want to contribute to the project, you can add your own questions.

Interview Preparation for Busy Engineers

Free curated materials are designed for those preparing for interviews but don't have time to research on their own. These resources cover all stages of the technical interview, including resume writing, preparing cheat sheets, and salary negotiation tips. Use our materials to improve your chances of successfully passing the interview and landing the role you desire.

What's inside:

• Topical interview questions;
• Interview preparation tips;
• Cheat sheets and tips on algorithms, broken down by topic;
• A step-by-step guide to writing a software engineer resume for FAANG;
• Behavioral questions asked at top tech companies.

Unlike most similar repositories, which primarily offer links to external sources, this repository stands out for its high-quality, original content. It is carefully curated and covers not only technical aspects but also a wide range of other topics, making it a valuable resource for users seeking a deep understanding of various issues.

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Also read:

• What is GitHub and how to use it
• Instructions: Uploading a project to GitHub without the command line
• Top GitHub repositories every developer should know