How to Write Clean Code – Tips for Developers with Examples

TLDR Writing clean code is crucial for maintaining readable, organized, and efficient software. This post provides 10 practical tips for achieving cleaner code, such as using meaningful names, following the Single Responsibility Principle, avoiding unnecessary comments, making code readable, and using unit tests. It also covers the importance of managing dependencies, organizing project structure, using consistent formatting, avoiding hardcoding values, and limiting function length. By adopting these practices, developers can create more reliable and maintainable software.

🔗 https://www.freecodecamp.org/news/how-to-write-clean-code-tips-for-developers

API Design 101: From Basics to Best Practices

TLDR This post provides an in-depth explanation of API design, focusing on the basics and best practices. It covers topics such as CRUD operations, communication protocols, REST, GraphQL, and more.

🔗 https://levelup.gitconnected.com/api-design-101-from-basics-to-best-practices-a0261cdf8886

40 JavaScript Projects for Beginners - Easy Ideas to Get Started Coding JS

🔗 https://www.freecodecamp.org/news/javascript-projects-for-beginners

How to Use DeepSeek R1 for Free in Visual Studio Code with Cline or Roo Code

TLDR DeepSeek R1 is a powerful, open-source AI model that excels in logic, mathematics, and code generation. It's free and can be integrated into Visual Studio Code using tools like LM Studio, Ollama, and Jan. Choose from models ranging from 1.5B to 70B parameters depending on your hardware. Running it locally is recommended for privacy and to avoid costs associated with API usage.

🔗 https://dev.to/dwtoledo/how-to-use-deepseek-r1-for-free-in-visual-studio-code-with-cline-or-roo-code-3an9

This week in tech & programming. Key updates you need to know: #weekly

🧠 Chinese AI Startup DeepSeek Challenges Industry Giants

DeepSeek, a Chinese AI startup, has launched DeepSeek-R1, an AI model developed at a fraction of the cost of Western counterparts. The release shook global AI markets, causing stock declines in major tech firms. Unlike proprietary models, DeepSeek-R1 is open-source, allowing companies to use it freely, though concerns remain over data security and regulatory challenges.

How to Use DeepSeek R1 for Free in Visual Studio Code with Cline or Roo Code?

💻 GitHub Launches Free Version of AI-Powered Copilot

GitHub announces the launch of GitHub Copilot Free, offering a no-cost version of its AI-powered coding assistant to developers worldwide.

🇬🇧 UK Criminal Justice System Adopts Advanced GPS Ankle Tags

To address prison overcrowding, the Scottish government plans to release hundreds of prisoners equipped with sophisticated GPS ankle tags, allowing for precise monitoring and tailored exclusion zones.

🏉 NFL Tests AI Technology for Enhanced Officiating

The NFL is experimenting with Sony's AI system, Hawk-Eye, to improve the accuracy of first-down calls. Despite technological advancements, human referees will continue to play a crucial role in officiating.

🔍 Google Partners with Stack Overflow

In a significant move, Google has entered into a deal with Stack Overflow, highlighting the increasing recognition of the value of community-driven knowledge bases in training AI models.

🦿 Advancements in Bioelectric Technology Restore Movement

Northwell Health is developing bioelectric technology that enables paralyzed patients to regain movement by harnessing the body's electrical signals, marking a significant breakthrough in medical technology.

💻 ASML's 'Beast' Machine at the Forefront of Chip Manufacturing

Dutch company ASML's advanced lithography machine, the EXE:5000 or "Beast," plays a crucial role in producing the world's most advanced chips, underscoring the company's pivotal position in the semiconductor industry.

👾 China Develops High-Powered Microwave Space Weapon

Chinese scientists claim to have developed a powerful microwave weapon system capable of neutralizing enemy satellites in orbit, marking a significant advancement in space-based military technology.

🌐 Bluetooth Auracast Set to Revolutionize Audio Sharing

The new Bluetooth Auracast technology allows multiple users to connect their wireless headphones to a single device, enhancing shared audio experiences in various settings.

Telegram Web A

This project won the first prize at Telegram Lightweight Client Contest and now is an official Telegram client. According to the original contest rules, it has nearly zero dependencies and is fully based on its own Teact framework (which re-implements React paradigm). It also uses a custom version of GramJS as an MTProto implementation.

The project incorporates lots of technologically advanced features, modern Web APIs and techniques: WebSockets, Web Workers and WebAssembly, multi-level caching and PWA, voice recording and media streaming, cryptography and raw binary data operations, optimistic and progressive interfaces, complicated CSS/Canvas/SVG animations, reactive data streams, and so much more.

💻 https://github.com/Ajaxy/telegram-tt

💬 https://web.telegram.org/a

Announcing TypeScript 5.8 Beta

TLDR TypeScript 5.8 Beta introduces several new features, including support for conditional and indexed access types, improved interoperability between ECMAScript modules and CommonJS with the `--module nodenext` flag, the `--erasableSyntaxOnly` option to ensure compatibility with Node.js' experimental TypeScript support, and optimizations for program loads and updates. Additionally, it incorporates new flags like `--module node18` and `--libReplacement` for better fine-tuning of module behaviors and library replacement lookups.

🔗 https://devblogs.microsoft.com/typescript/announcing-typescript-5-8-beta

Maps are faster in Go 1.24

TLDR Go 1.24 introduces a Swiss Table-based map implementation, enhancing performance for map operations. Swiss Tables, known for their compactness and efficiency, reduce cache misses and improve memory usage. Despite slightly slower deletion times, lookups, insertions, and handling densely populated maps are significantly faster. This upgrade requires no code changes, benefiting applications like database indexing, caching systems, and data analytics.

🔗 https://www.bytesizego.com/blog/go-124-swiss-table-maps

Announcing Rust 1.84.1

TLDR Rust 1.84.1 has been released, addressing several regressions from version 1.84.0, including fixes for duplicate-crate diagnostics, overlapping impls in incremental rebuilds, and slow compilation issues. Additionally, it provides several fixes for those building Rust from source. Existing users can update via rustup.

🔗 https://blog.rust-lang.org/2025/01/30/Rust-1.84.1.html

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Self-hosted AI starter kit

Self-hosted AI Starter Kit is an open-source Docker Compose template designed to swiftly initialize a comprehensive local AI and low-code development environment.

💻 https://github.com/n8n-io/self-hosted-ai-starter-kit

face-api.js

TLDR face-api.js is a JavaScript API built on the tensorflow.js core for face detection and recognition in browsers. It supports multiple models like SSD MobileNetV1, Tiny Face Detector, and MTCNN, each optimized for different needs. The library also provides lightweight and fast 68-point face landmark detection, face recognition using a ResNet-34 model, and face expression recognition. It can be used both in browsers and Node.js environments and includes comprehensive examples for setup and usage.

🔗 https://justadudewhohacks.github.io/face-api.js/docs/index.html

11 Free Must-Know Websites for Every Developer

TLDR Highlighting 11 essential websites and tools for developers, this post covers resources like Omatsuri for frontend development, HTMLRev for templates, Unicornicons for icons, UiVerse for UI elements, Undraw for illustrations, PatternPad for custom patterns, Shape Divider for stylish transitions, Photopea as a Photoshop alternative, QuickRef for cheat sheets, DevDocs for API documentation, and DevHints as a quick-reference assistant.

🔗 https://dev.to/kafeel_ahmad/11-free-must-know-websites-for-every-developer-22g6

The Full-Stack Lie: How Chasing “Everything” Made Developers Worse at Their Jobs

Why the obsession with being a coding Swiss Army knife is sabotaging careers — and how to reclaim your superpower

🔗 https://medium.com/mr-plan-publication/the-full-stack-lie-how-chasing-everything-made-developers-worse-at-their-jobs-8b41331a4861

Everything you need to build state-of-the-art foundation models, end-to-end

Oumi is a fully open-source platform that streamlines the entire lifecycle of foundation models - from data preparation and training to evaluation and deployment. Whether you're developing on a laptop, launching large scale experiments on a cluster, or deploying models in production, Oumi provides the tools and workflows you need.

💻 https://github.com/oumi-ai/oumi

Frontend Developer Roadmap 2025: The Complete Guide

TLDR This guide provides a comprehensive roadmap for aspiring frontend developers in 2025, covering essential skills such as understanding web basics, setting up a coding workspace, HTML, CSS, JavaScript, version control with Git and GitHub, and learning popular frameworks like React. It also includes bonus skills like advanced JavaScript techniques, TypeScript, automated testing, and hosting options, all designed to help developers stand out.

🔗 https://levelup.gitconnected.com/frontend-developer-roadmap-2025-the-complete-guide-b209a9c3a22b

JavaScript Shallow Copy vs Deep Copy: Examples and Best Practices

TLDR Creating copies of objects and arrays in JavaScript can be challenging, as developers need to choose between shallow copies and deep copies. Shallow copies duplicate only top-level properties and share references for nested objects, whereas deep copies create entirely independent duplicates of all properties. Shallow copies are faster and suitable for flat structures, while deep copies are necessary for complex or nested objects. Understanding these differences is key to avoiding unintended side effects and performance issues in your code.

🔗 https://dev.to/hkp22/javascript-shallow-copy-vs-deep-copy-examples-and-best-practices-3k0a

What is CI/CD Pipeline?

TLDR Delivering quality software swiftly is essential in modern development. Continuous Integration and Continuous Delivery (CI/CD) pipelines help teams integrate code frequently and deploy it automatically, preventing integration issues and ensuring a reliable release cycle. Key stages in a CI/CD pipeline include source, build, test, and deploy. Popular CI/CD tools include GitHub Actions, Jenkins, TeamCity, CircleCI, and Azure DevOps. Optimizing your CI/CD pipeline involves identifying bottlenecks, streamlining builds, improving test efficiency, and leveraging caching. Choosing the right CI/CD platform depends on factors such as cloud-based versus self-hosted options, user-friendliness, and integration capabilities.

🔗 https://newsletter.techworld-with-milan.com/p/what-is-cicd-pipeline

Why I abandoned IDEs

TLDR The author discusses their journey from using traditional Integrated Development Environments (IDEs) to adopting lightweight text editors such as NeoVIM and Helix. They highlight the efficiency, lack of distractions, and the closer connection to code that these terminal-based editors offer compared to modern feature-rich IDEs. They conclude by emphasizing the importance of reducing 'noise' between the developer and the code, allowing for better mental representation and continuous code improvement.

🔗 https://medium.com/codex/why-ive-abandoned-ides-8967d12ecde7