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News
What I Wish I Knew in My First Year as a Cloud Associate
4+ day, 23+ hour ago (576+ words) I spent my first year as a cloud associate learning things the slow way, mostly by causing small problems and cleaning them up. None of it was in a certification. Here is the list I would hand my past self,…...
**Python Distributions and Their Impact on Data Science**
5+ day, 11+ hour ago (728+ words) Statistical distributions are one of the most fundamental concepts in statistics and data science. They describe how values in a dataset are arranged and how frequently they occur. From predicting customer behavior to detecting fraud, statistical distributions influence nearly every…...
Intrusion Activity in Latin America: LLM Trial and Error and SOCKS5 Relay Operations
1+ week, 1+ day ago (1476+ words) 1. Basic Information Article Title: Attackers Expose Ongoing AI Tool Use Targeting Organizations in Latin America Source: Unit 42 Publication Date: 2026-09-03 Original Link: Unit 42 Related Sources: Trend Micro Vibe Hacking report Related Malware, Threat Groups, CVEs, and Products: CL-CRI-1131, CL-CRI-1163, SockTz, NextChat,…...
What the Arduino VENTUNO Q Signals for Local AI and Robotics
1+ week, 1+ day ago (457+ words) Arduino’s VENTUNO Q is a clear sign that edge AI hardware is moving beyond simple inference demos. The new board is designed to connect local machine learning with physical, real-time control: models can interpret the world, while a dedicated microcontroller…...
Why Predictive Maintenance Needs to Happen at the Edge, Not the Cloud
1+ week, 4+ day ago (247+ words) A motor bearing doesn't fail without warning. It whines louder, runs hotter, draws more current — for days or weeks — before it breaks. The data exists. The question is whether anything is close enough, fast enough, to act on it. From…...
From web dev to hardware founder: I build portable balancing instruments
1+ week, 5+ day ago (24+ words) Hi, I'm Nikolai Shelkovenko — CEO and co-founder of Vibromera, based in Porto, Portugal. I got into... Tagged with hardware, engineering, career, entrepreneurship....
Learning Network Reconnaissance with Nmap
2+ week, 4+ day ago (583+ words) A write-up from my cybersecurity self-study — August 2026 Why I did this room As part of building on my Cyber Security degree with hands-on practice, I completed the Nmap room on TryHackMe. Nmap (Network Mapper) is one of the most widely…...
Associate Cloud Engineer Certification Path
3+ week, 8+ hour ago (27+ words) Hello World 🖖. Welcome to my first article on Dev.to, and what's a better way to start than to start... Tagged with googlecloud, cloudcomputing, infrastructure, kubernetes....
What If AI Is Just Telling You What You Want to Hear?
3+ week, 2+ day ago (432+ words) Recently, I was discussing usage of AI Chatbot (chatgpt/claude) with one of my friends. She had become so dependent on AI Chatbot that almost every question or decision was being validated through a AI chatbot. I raised an alarm:…...
AI专用芯片御三家：Celebras vs Groq vs Taalas（今天的主角）
3+ week, 6+ day ago (981+ words) https://www.youtube.com/watch?v=_OoB3WxBQq0 这期由基地发布的视频，深度剖析了 AMD 在 2026 年 8 月收购芯片初创公司 Taalas 及其推出的 HCE（Hardcoded Engine） 芯片背后的技术细节与商业赌局。 主要内容梳理如下： 一、 疯狂的硬件设计：代码即物理形状 [00:00] 固化模型：普通 GPU（如 H100、MI300）运行 AI 时需要不断从显存中提取模型权重；而 Taalas 芯片没有外挂高带宽内存（HBM），它直接将 Llama 3.1 8B 等大模型的权重以物理金属互连（过孔）的形式“焊”死在了芯片硬件上 [00:34]。改代码/模型就必须重新改芯片物理形状 [00:48]。 降本核心（只改最上 2 层金属…...