# Global Storage Price Surge: Why Your Next PC or Phone Will Cost More It’s that time of year again when major tech companies release their annual financial reports. But this year, buried in their forecasts is a strikingly consistent warning: > **_Due to rising costs across the global storage
# DeepSeek V3.2 Official Release — Enhanced Reasoning & Agent Capabilities DeepSeek has updated again — still within the **year-long V3 series iterations** — this time with the **V3.2 official release**. --- ## Overview At the end of September, DeepSeek launched the experimental model **DeepSeek‑V3.2‑Exp**, building upon V3.1‑Terminus
🚀 Why Astro, Performance Myths, and Career Growth Are Hot Topics > From Astro’s island architecture to React’s performance traps — plus rare CSS functions and breaking free from “glue work” culture. > This edition covers: > - Astro’s winning approach to speed & simplicity. > - React `useCallback`
Author Editor｜ Planning｜AICon Global Artificial Intelligence Development and Application Conference --- Introduction When AI programming assistants enter the Agentic stage, they evolve from simple “completion tools” to true development partners—capable of self-planning, collaborating across files, and iterating based on feedback. The Trae team followed a three-stage path: Completion
Open-Source Project Highlights Below is a curated selection of notable open-source tools, organized by purpose, with improved readability and emphasis on key features. --- lima-vm/lima Stars: 18.4k License: Apache-2.0 Lima is a Linux virtual machine management tool designed for running containers, with features like automatic file sharing
Doubao vs. WeChat: An AI-Driven Clash in Input Methods WeChat once entered the input method market leveraging its massive social ecosystem, yet has remained cautious in deeply exploring AI capabilities. Meanwhile, ByteDance’s Doubao Input Method launched with a bold strategy — focusing on speech recognition, removing redundant features, closely integrating
Gemini 3 Pro Preview — A Deep Dive When Gemini 3 Pro preview went live, many reacted with a simple: “Finally, it’s here.” After weeks of teases — leaks, hints, and promises of stronger parameters, smarter reasoning, and more advanced image generation — users were eager to try it. Competitive moves from
Apple Cancels Mac Pro Development — The End of an Era Bloomberg’s Mark Gurman reports that Apple has internally canceled development of the next‑generation Mac Pro and its planned M4 Ultra processor. Instead, the high‑end desktop chip will jump directly to the M5 Ultra. Apple’s shift signals
DeepSeek V3.2 — Technical Report Overview --- > Source: DeepSeek, QbitAI > Technical Report: Download PDF --- New Releases DeepSeek has announced two powerful models: * DeepSeek-V3.2 — Balanced and practical, ideal for everyday Q&A, general Agent tasks, and tool usage. * Reasoning level: Comparable to GPT‑5, slightly below
# Everyone Loves a Sequel, Right? ## Tracking Shai-Hulud Worm 2.0 and How Elastic Responded --- Since **Monday, November 24th**, the software development community has faced the return of the **Shai-Hulud Worm** — now upgraded to version **2.0**. The ecosystem has shifted into **incident response mode**, with **Elastic** actively engaged. Although
🚀 $500 Billion for Mars or One Stargate Data Center? NASA estimates a $500 billion budget to put humans on Mars — enough to: * Buy 1.36 Alibabas ($367B) * Acquire 3.5 NBA Leagues ($140B) * Build 100 Apple Parks ($5B each) * Purchase 140 billion cups of coffee ($3.5 each) For OpenAI,
1. Background & Pain Points Our team maintains a micro‑frontend sub‑application cluster, where each sub‑application must serve multiple environments simultaneously (dev / test / release / online). We use a branch strategy (master / release / test / dev / hotfix / feature_x.x.x) and Jenkins automation — enabling multiple releases per day. But