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Channel specialized for advanced topics of: * Artificial intelligence, * Machine Learning, * Deep Learning, * Computer Vision, * Data Science * Python Admin: @otchebuch Memes: @memes_programming Ads: @Source_Ads, https://telega.io/c/computer_science
Noxionite: The most beautiful blog made with Notion
Noxionite is a free, open-source engine that transforms Notion pages into fast, beautiful blogs. It features graph view, automatic social images, multi-language support, and glassmorphism design, making it easy to create professional blogs directly from Notion content.Читать полностью…
The Simple Habit That Saves My Evenings
Software engineers often get caught in productive flow at the end of the workday, leading to overwork and wasted evenings. Instead of pushing through to completion, write down your next steps and action plan before leaving work. This practice clears your mind, maintains work-life balance, and allows you to return refreshed with a clear plan the next day.Читать полностью…
ogoipsumЧитать полностью…
Logoipsum offers free SVG placeholder logos for use in design mockups and prototypes, providing designers and developers with ready-to-use logo placeholders for their projects.
Visual Studio 2026 Insiders is here!
Microsoft announces Visual Studio 2026 Insiders, featuring deeply integrated AI capabilities, significant performance improvements for enterprise-scale development, and a modern UI redesign using Fluent UI. The release introduces the new Insiders Channel replacing the Preview Channel, includes GitHub Copilot Free integration, and promises faster solution loading, building, and debugging across both x64 and Arm64 architectures. The IDE now offers enhanced code understanding, automated testing suggestions, performance profiling with AI-powered fixes, and 11 new color themes.Читать полностью…
Daniel Stenberg shares his experience with a new crowd-funded Framework laptop called 'Sprout', featuring AMD Ryzen AI 9 HX 370, 96GB RAM, and 4TB storage. The laptop was funded by donations exceeding $7,000 USD. He details the assembly process, Debian installation, initial software glitches with X11/Wayland, and performance benchmarks showing significant improvements in curl build times compared to his old ThinkPad. The modular Framework design allows interchangeable ports and upgradeable components.Читать полностью…
Modal launches Notebooks, a collaborative cloud-based computing environment that provides instant GPU-enabled Python kernels starting in under 5 seconds. The platform offers real-time collaborative editing, automatic resource scaling from 0.125 CPUs to 8 H100/B200 GPUs, and seamless integration with Modal's existing infrastructure including Volumes and Functions. Key features include fast cold-start times, automatic idle shutdown to reduce costs, shared environments across teams, and modern development tools like LSP support and AI completions.Читать полностью…
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How Anthropic teams use Claude Code
Anthropic's internal teams across 10 departments share how they use Claude Code to transform their development workflows. Teams report significant productivity gains through automated code generation, debugging assistance, and cross-functional collaboration. Key use cases include infrastructure debugging, test generation, codebase navigation, and enabling non-technical staff to build complex applications. Teams emphasize the importance of detailed documentation, iterative workflows, and treating Claude Code as a collaborative partner rather than a one-shot solution.Читать полностью…
Zorin OS is a Linux distribution designed as an alternative to Windows and macOS, emphasizing ease of use for newcomers with familiar desktop layouts. Built on Ubuntu, it offers enhanced performance, security, and privacy while supporting older hardware up to 15 years old. Key features include Windows app compatibility, gaming support, mobile device integration through Zorin Connect, and dual-boot capabilities. The Core edition is free, with a Pro version available for advanced features.Читать полностью…
Smooothy is a configurable JavaScript slider/carousel library that emphasizes smooth animations and extensibility. It offers CSS-based styling, infinite looping, drag gestures, conditional activation, and customizable lerp/damp speeds for consistent performance across different refresh rates. The library provides an event API for reading animation state parameters like speed, current position, target, and progress. It includes WebGL utilities and claims compatibility with major frameworks through custom hooks.Читать полностью…
A developer experiments with removing all CSS classes from their personal website, instead relying on semantic HTML elements, custom tags, and custom attributes for styling. The approach reduces CSS bundle size to ~5KB and improves accessibility, but requires more careful planning and deeper HTML/CSS knowledge. While successful for a personal project, the author acknowledges it may not scale well for larger teams with varied frontend expertise.Читать полностью…
AI Was Supposed to Help Juniors Shine. Why Does It Mostly Make Seniors Stronger?
AI tools in software development are primarily benefiting senior developers rather than empowering juniors as initially expected. While AI excels at generating boilerplate code and automating repetitive tasks, it struggles with code review, architecture design, security considerations, and quality assessment. Senior developers can better leverage AI's strengths while avoiding its pitfalls, as they possess the experience to write effective prompts, evaluate AI-generated code, and maintain proper software architecture. The current state suggests AI is concentrating power among experts rather than democratizing coding skills.Читать полностью…
[Announcement] Upcoming new requirements for YouTube downloads · Issue #14404 · yt-dlp/yt-dlp
yt-dlp will soon require the Deno JavaScript runtime to continue downloading YouTube videos due to changes in YouTube's JavaScript challenges that make the built-in interpreter insufficient. Users need to install Deno and may need additional setup depending on their installation method - PyInstaller users need no extra action, PyPI users should install with the 'default' dependency group, and other installation methods have specific requirements.Читать полностью…
Ambiphone is a web application that provides ambient sounds and music for work, study, and relaxation. It offers various categories including nature sounds (rain, thunder, waves), ambient music tracks, environmental sounds (coffee shops, traffic), sci-fi atmospheres, live police radio feeds, signal transmissions, binaural beats, and different types of noise. Users can create custom mixes from these audio elements to enhance focus and productivity.Читать полностью…
My Ultimate Self-hosting Setup
A comprehensive guide to building a self-hosting setup using NixOS, ZFS, and Tailscale. The author shares their journey from tinkering with various approaches to settling on a stable configuration that prioritizes security, usability, and maintainability. Key components include NixOS for declarative configuration, ZFS for data protection, Tailscale for secure networking, and Authelia with LLDAP for authentication. The setup separates public and private services across multiple servers, with detailed solutions for common problems like DNS configuration, SSL certificates, and service proxying.Читать полностью…
All-in on Omarchy at 37signals
37signals is transitioning their Ops and Ruby programming teams to Omarchy, their own Arch-derived Linux distribution, over the next three years. DHH argues that Linux provides superior control over your computing destiny compared to closed-source operating systems like macOS or Windows. While acknowledging some efficiency gaps, particularly in battery life with Framework laptops, he views this as a worthwhile trade-off similar to the sacrifices made during Mac's pre-Apple Silicon era. The move represents an exciting adventure for the company, with Omarchy already becoming DHH's favorite computing environment.Читать полностью…
Lens.js: Open Source Monitoring Tool for the Node.js World
Lens.js is a new open-source , framework-agnostic monitoring tool for Node.js applications that tracks requests and queries through a modern UI. Inspired by Laravel Telescope, it currently supports Express and Adonis.js with adapters, while the core package works with any Node.js framework. The tool aims to fill the monitoring gap in the Node.js ecosystem and plans to add features like email tracking, exception monitoring, and cache insights.Читать полностью…
GPT-5 Broke AI Apps: What Devs Must Do Now
GPT-5's launch caused widespread AI application failures when OpenAI deprecated older APIs without warning. The incident highlights the brittleness of AI systems that depend on single providers or models. Modern AI applications are complex stacks involving prompts, embeddings, and retrieval logic that break when underlying models change. To build resilient AI systems, developers should implement AI High Availability (AIHA) architectures with multi-provider support, automated fallback mechanisms, behavioral monitoring, and contract testing. Key strategies include abstracting API layers, maintaining separate prompt libraries for different models, implementing graceful degradation, and treating model deprecation as an expected lifecycle event rather than an emergency.Читать полностью…
PostgreSQL 18 introduces significant performance improvements including asynchronous I/O for faster reads, UUID v7 support for better indexing, B-tree skip scans for multi-column indexes, virtual generated columns as the default, and OAuth 2.0 authentication support. The async I/O feature allows workers to batch reads and optimize idle time, while UUID v7 provides better locality through timestamp-based prefixes. Skip scans enable using multi-column indexes even when leading columns aren't in query conditions, and virtual generated columns compute values on-the-fly without storage overhead.Читать полностью…
"We got rejected by everybody." Thatgamecompany on the difficulties and opportunities of transmedia
Thatgamecompany successfully created an animated film based on their game Sky: Children of the Light after major streaming platforms rejected their project. CEO Jenova Chen explains how they overcame transmedia challenges by self-publishing through their game platform, using in-game movie theaters and regional events. The film topped indie theater rankings in Japan, demonstrating how game studios can expand their IP through careful regional strategies and leveraging existing player bases rather than relying on traditional distribution channels.Читать полностью…
Docusaurus 3.9 drops Node.js 18 support and requires Node.js 20+, adds Algolia DocSearch v4 with AI-powered search assistant, improves internationalization with new locale configuration options, introduces Mermaid ELK layout support for complex diagrams, and includes various performance improvements and bug fixes.Читать полностью…
Software engineers should avoid endless prompt refinement when working with AI and instead actively write code themselves. Rather than trying to perfect prompts to get AI to generate complete solutions, developers should engage with the code directly by refactoring AI-generated code, writing initial versions for AI review, handling critical parts manually, or creating code outlines for AI to complete. This hands-on approach produces better results than attempting to 'program in English' through prompt iteration.Читать полностью…
A developer created a standalone web application for visualizing tree data structures, originally used for teaching React component hierarchies and concepts like prop drilling and context. The tool features keyboard shortcuts for node manipulation, visual effects like pulsing and drilling arrows, and the ability to save tree diagrams as images for sharing.Читать полностью…
How AI Vibe Coding Is Erasing Developers’ Skills
AI coding tools like GitHub Copilot are creating a phenomenon called 'vibe coding' where developers become overly dependent on AI-generated code, leading to skill degradation and loss of fundamental programming abilities. This dependency results in security vulnerabilities, debugging difficulties, and architectural blindness as developers stop understanding the code they ship. The article argues for using AI as a co-pilot rather than autopilot, maintaining human oversight and continuing to practice core coding skills to avoid becoming liabilities when AI fails.Читать полностью…
Animations should serve a clear purpose rather than being added for decoration. Key considerations include frequency of use (high-frequency interactions should avoid animations), speed (UI animations should stay under 300ms), and user goals. Examples demonstrate how purposeful animations can explain features, provide feedback, or improve perceived performance, while unnecessary animations can slow down workflows and frustrate users.Читать полностью…
Why Local-First Apps Haven’t Become Popular?
Local-first apps promise instant loading and privacy but remain uncommon due to synchronization challenges. Building offline-capable applications creates distributed systems where multiple devices modify data independently, requiring solutions for unreliable event ordering and data conflicts. Hybrid Logical Clocks (HLCs) solve ordering issues by combining physical and logical timestamps, while Conflict-Free Replicated Data Types (CRDTs) handle conflicts through strategies like Last-Write-Wins. SQLite serves as an ideal foundation for local-first architectures, enabling reliable offline functionality through message-based synchronization that guarantees eventual consistency across devices.Читать полностью…
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Obsidian Note Codes – ezhik.jp
A developer created an Obsidian plugin called Note Codes that assigns unique 4-character alphanumeric codes to every note in a vault. These codes enable quick referencing of notes from external sources like handwritten notes, and include a protocol handler for direct note access. The codes are generated using SHA-256 hashing of the note's path and Douglas Crockford's Base32 encoding, with similar-looking characters excluded for clarity.Читать полностью…
Large Language Models are increasingly influencing API design decisions by consistently suggesting certain patterns and method names, forcing developers to adapt their APIs to match AI expectations. Companies like Soundslice and Instant have added features or modified their APIs because LLMs kept referencing non-existent functionality or preferred alternative naming conventions. While this creates a feedback loop where AI shapes the tools it uses, it may also push developers toward more conventional, predictable API designs rather than innovative approaches.Читать полностью…
How Stripe Ships 1,145 Pull Requests Per Day
Stripe processes over 1,145 pull requests daily through three key strategies: organizing into small autonomous teams that create micro-PRs (under 150 lines), implementing lightning-fast CI pipelines (2-4 minutes) with automated testing and auto-merge capabilities, and using feature flags with instant rollback mechanisms for safe deployments. The approach emphasizes breaking large features into small, reviewable increments, automating manual coordination tasks, and decoupling deployment from release through granular feature controls.Читать полностью…