Woshly Stack

Woshly Stack

Your source for technology insights, tutorials, and guides.

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Latest Articles

NVIDIA's Latest Vulkan Beta Drivers Enhance Performance with Descriptor Heap Fixes

NVIDIA releases Vulkan beta drivers 595.44.06 (Linux) and 595.46 (Windows) with performance optimizations and descriptor heap fixes, boosting developer testing and feedback.

2026-05-03 04:05:29 · Linux & DevOps

VideoLAN Releases dav2d: An Open-Source Decoder for the Next-Generation AV2 Codec

VideoLAN has released dav2d, an open-source decoder for the draft AV2 video codec, based on their successful dav1d project. The decoder targets high performance and aims to accelerate AV2 adoption.

2026-05-03 04:05:01 · Programming

AMD Enhances GAIA Open-Source AI Platform with Advanced Models and Local Processing Improvements

AMD updates GAIA open-source AI framework with a superior default model and performance improvements, enabling local AI agents on CPUs, GPUs, and NPUs.

2026-05-03 04:04:37 · Hardware

Audio Support Restored for Steam Deck OLED in Upcoming Linux Kernel 7.1

After a two-year audio regression in mainline Linux, kernel 7.1 finally patches the AMD ASoC driver for the Steam Deck OLED, eliminating the need for downstream workarounds.

2026-05-03 04:04:14 · Gaming

Inside VK’s Media Architecture: Building a Lossless Video Extraction Engine

Explore VK.com's advanced CDN architecture, dynamic signatures, and a high-concurrency pipeline for lossless video extraction—a developer's guide.

2026-05-03 03:42:40 · Lifestyle & Tech

Decoding the Backend Architecture of a VK Video Downloader: Overcoming HLS and DOM Hurdles

Explore the technical backend of a VK Video Downloader: HLS fragmentation, dynamic tokens, AES-128 encryption, regex extraction of metadata, and a worker-queue system for manifest parsing, parallel fetching, and FFmpeg merging.

2026-05-03 03:42:19 · Web Development

Modernizing Your React Build Pipeline: From Webpack to Vite

Migrating from Webpack to Vite cuts dev server start from 42s to 1.1s, HMR from 8s to 200ms, and CI deploys from 14min to 5min, but requires upgrading React and Router.

2026-05-03 03:41:59 · Web Development

From Idea to App in a Day: The Unseen Revolution of Autonomous AI Agents

How autonomous AI agents helped turn a repeated workflow problem into a production-ready app in 12 hours, with minimal human coding.

2026-05-03 03:41:34 · Reviews & Comparisons

Navigating the AI Coding Tool Landscape: VS Code, Cursor, Windsurf, and Antigravity

Explores four AI coding tools (VS Code, Cursor, Windsurf, Antigravity) focusing on their differing workflow integrations, autocomplete polish, and agentic capabilities to help developers choose based on where they want AI to live.

2026-05-03 03:41:13 · Software Tools

Streamlining Kubernetes Troubleshooting with GROOT: Automated Diagnostic Collection

Learn how GROOT, an open-source Go CLI, automates Kubernetes diagnostic collection into a single archive, reducing manual errors and speeding up incident response.

2026-05-03 03:40:44 · Software Tools

The GitHub Merge Queue Incident: How a Flawed Feature Flag Caused Silent Code Deletion

A GitHub merge queue bug on 2026-04-23 silently deleted code due to flawed merge base computation. Feature flag gating failed, causing PRs to overwrite main with stale branches.

2026-05-03 03:40:12 · Programming

From CS Degree to Go 1.25 Engineer: A Bootcamp Success Story

A developer shares how ditching a CS degree for a bootcamp led to a role building Go 1.25 microservices, highlighting key features and persistence.

2026-05-03 03:39:52 · Programming

Migrating a Configuration Validator to Java for Universal Deployment

This article explains why a Python config validator was ported to Java for minimal environments, highlighting benefits like zero dependencies, easy packaging, and universal runtime.

2026-05-03 03:39:30 · Programming

Behind the Chat: How AI Models Fake Memory with Context Windows

LLMs appear to remember past conversations but are actually stateless. The context window sends entire chat history each time, creating the illusion of memory. Understanding this explains limits and engineering trade-offs.

2026-05-03 03:39:10 · AI & Machine Learning

Apple Retires Entry-Level Mac Mini: New Starting Price and Storage Upgrade

Apple ended the $599 Mac mini (256GB). The Mac mini now starts at $799 with 512GB storage, raising entry price $200 but doubling base storage. Q&A covers reasons, specs, value, alternatives, and impact.

2026-05-03 03:22:29 · Finance & Crypto

iOS 26 Phone App: Two Game-Changing Features That Finally Make Calls Enjoyable

iOS 26 revamps Phone app with Live Voicemail and Call Transcription, making calls more efficient and enjoyable.

2026-05-03 03:22:06 · Mobile Development

Inside Apple's Acquisition Playbook Under Tim Cook: Hardware, Software, and Services

Explore Tim Cook's Apple acquisition strategy: key hardware, software, AI deals, why Tesla was passed over, integration methods, and future M&A trends.

2026-05-03 03:21:40 · Environment & Energy

Perplexity's Mac-First 'Personal Computer' Platform: Your Top Questions Answered

Apple's Q2 2026 shoutout to Perplexity highlights its new Mac-native 'Personal Computer' platform. This Q&A covers why it's Mac-first, privacy features, key capabilities, and future plans.

2026-05-03 03:21:12 · Technology

Apple's Expanding F1 Footprint: Miami GP, Streaming, and a Movie Sequel

Apple's SVP Eddy Cue discusses the 2026 Miami GP, John Ternus's racing passion, F1 movie sequel, streaming rights expansion, and integration of Apple services with Formula 1.

2026-05-03 03:20:44 · Health & Medicine

WhatsApp's Liquid Glass Design: What You Need to Know About the In-Chat Update

Whatsapp's Liquid Glass design is coming to the in-chat interface. This Q&A explains the glassmorphism style, rollout pace, UI changes, differences from main screen, release timeline, and performance concerns.

2026-05-03 03:20:26 · Technology