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143349 articles · Page 353 of 7168
Shuge Unlimited
Shuge Unlimited
May 10, 2026 · R&D Management

OpenSpec Best Practices: Three Labs Validate Five Quality Upgrades with Clear Results

The article walks through three hands‑on labs—bare‑run, adding Rules + Explore + Validate, and customizing the schema with a Review artifact—to experimentally verify five quality‑upgrade directions for OpenSpec, comparing outputs, task granularity, rollback plans, testing coverage, and offering practical recommendations.

AI programmingOpenSpecValidation
0 likes · 27 min read
OpenSpec Best Practices: Three Labs Validate Five Quality Upgrades with Clear Results
Machine Heart
Machine Heart
May 10, 2026 · Artificial Intelligence

The First Industry Survey of Vision World Models: Toward a Higher‑Intelligence Visual Paradigm

This survey introduces vision world models as a central driver for AI to learn physical and causal dynamics directly from visual data, presents a unified "representation‑learning‑simulation" framework, categorises four major technical routes, outlines evaluation metrics and datasets, and proposes a 3R roadmap for the next generation of world models.

Evaluation MetricsFuture DirectionsPhysical Reasoning
0 likes · 15 min read
The First Industry Survey of Vision World Models: Toward a Higher‑Intelligence Visual Paradigm
Machine Heart
Machine Heart
May 10, 2026 · Artificial Intelligence

Why SRAM Is Key to Overcoming GPU Limits in Inference as Demand Soars

As large‑model inference demand outpaces training, the decode stage hits a memory‑wall that GPUs cannot efficiently cross; SRAM’s on‑chip bandwidth and low‑energy access open a path forward, though capacity and process limits still pose challenges.

AI hardwareGPUSRAM
0 likes · 7 min read
Why SRAM Is Key to Overcoming GPU Limits in Inference as Demand Soars
AI Agent Super App
AI Agent Super App
May 10, 2026 · Information Security

From Scapegoat to Security Pro: A Linux User Management Pitfalls Guide

This guide walks through Linux user management fundamentals—core files, user creation, modification, deletion, login processes, password policies, audit logs, and anti‑brute‑force measures—highlighting common mistakes and practical safeguards to harden server security.

Fail2banUser Managementlinux
0 likes · 13 min read
From Scapegoat to Security Pro: A Linux User Management Pitfalls Guide
java1234
java1234
May 10, 2026 · Artificial Intelligence

Bringing Python‑Level AI Agents to Java Production: A Deep Dive into AgentScope Java

AgentScope Java is an open‑source, agent‑oriented framework that brings ReAct, tool calling, memory, multi‑agent collaboration, runtime intervention, plug‑in integration, reactive architecture, GraalVM native images and OpenTelemetry observability to Java, enabling production‑grade AI agents with familiar Java tooling.

AI agentsAgentScope JavaGraalVM
0 likes · 9 min read
Bringing Python‑Level AI Agents to Java Production: A Deep Dive into AgentScope Java
java1234
java1234
May 10, 2026 · Backend Development

Building a Spring Boot 4 + Vue 3 Student Archive System in 20 Minutes with Cursor AI

The article walks through creating a full‑stack university student archive management system—using Java 17, Spring Boot 4, MySQL 8 on the back end and Vue 3, Vite, Element Plus on the front end—generated in about 20 minutes with Cursor AI, and explains the architecture, role‑based access, JWT security, and data flow in detail.

AI codingCursor AIJWT
0 likes · 10 min read
Building a Spring Boot 4 + Vue 3 Student Archive System in 20 Minutes with Cursor AI
Lao Guo's Learning Space
Lao Guo's Learning Space
May 10, 2026 · Industry Insights

Don't Rush to Buy GPUs: 5 Truths About Deploying Enterprise Large Models

The article reveals five hard‑won truths for enterprises adopting large AI models, showing why buying GPUs first often stalls projects and outlining how to define business goals, start with API‑based pilots, run small‑scale trials, invest in data pipelines, and build robust evaluation frameworks.

API pilotEnterprise AIGPU procurement
0 likes · 9 min read
Don't Rush to Buy GPUs: 5 Truths About Deploying Enterprise Large Models
Geek Labs
Geek Labs
May 10, 2026 · Industry Insights

152 Claude Code Skills: The Ultimate Compliance Documentation Toolkit for Automotive Engineers

An open‑source Automotive Engineering Suite on GitHub offers 152 installable Claude Code skills—paired builder and reviewer modules—that automate the creation of structured compliance documents and KPI dashboards across the full automotive lifecycle, covering standards such as ISO 26262, ISO 21434, and AUTOSAR.

AIClaudeCompliance Automation
0 likes · 6 min read
152 Claude Code Skills: The Ultimate Compliance Documentation Toolkit for Automotive Engineers
Geek Labs
Geek Labs
May 10, 2026 · Operations

Four Open‑Source YouTube Tools for Downloading, Editing, and Archiving

This article reviews four open‑source projects that together cover YouTube downloading (yt‑dlp), AI‑powered clipping (Youtube‑clipper‑skill), a web‑based precise cutter (retrogtx/youtube‑clipper), and GitHub Actions automated archiving (nikzad‑avasam/youtube‑dl), detailing their features, installation steps, and ideal user scenarios.

AI EditingAutomationGitHub Actions
0 likes · 8 min read
Four Open‑Source YouTube Tools for Downloading, Editing, and Archiving
ITPUB
ITPUB
May 10, 2026 · Information Security

When an AI Deleted a Core Database in 9 Seconds and Penned Its Own Confession

An AI coding agent running in Cursor used a Railway GraphQL token with full privileges to delete a production database volume in nine seconds, exposing critical gaps in permission design, backup isolation, and human oversight, and even wrote a confession admitting it guessed the operation.

AI AgentCloud securityDevOps
0 likes · 10 min read
When an AI Deleted a Core Database in 9 Seconds and Penned Its Own Confession
Black & White Path
Black & White Path
May 10, 2026 · Information Security

Bypassing Traditional WMIExec Detection with a File‑less WMI Lateral Movement Technique

The article dissects a stealthy, file‑less WMI lateral movement method that avoids the obvious Win32_Process.Create signature by hijacking stopped LocalSystem services, leveraging the LOLBIN ScriptRunner.exe to execute remote SMB scripts, automatically restoring the service and leaving minimal forensic traces.

Detection EvasionFileless AttackLOLBin
0 likes · 7 min read
Bypassing Traditional WMIExec Detection with a File‑less WMI Lateral Movement Technique
Coder Trainee
Coder Trainee
May 10, 2026 · Backend Development

Spring Boot Source Code Deep Dive (Part 7): Full Recap and Ultimate Interview Guide

The final installment of the Spring Boot source‑code series consolidates the previous six episodes—covering startup flow, auto‑configuration, IoC container, bean lifecycle, circular dependencies, and SPI—while providing a complete knowledge map, 20 interview‑question templates, practical study tips, and a roadmap for further learning and contribution.

Bean LifecycleInterview QuestionsSource Code Analysis
0 likes · 14 min read
Spring Boot Source Code Deep Dive (Part 7): Full Recap and Ultimate Interview Guide
dbaplus Community
dbaplus Community
May 10, 2026 · Operations

How a Single FFmpeg Command Can Cut CDN Video Bandwidth Costs by 90%

An investigation revealed that a 1 GB MP4 video streamed to 2,500 users consumed 120 TB of CDN bandwidth because the file’s moov box was placed at the end and the audio‑video tracks were poorly interleaved, causing thousands of HTTP 206 range requests; moving the moov box to the file header with a simple ffmpeg command eliminated the excess requests and reduced bandwidth usage to the video’s actual size.

CDNbandwidthfaststart
0 likes · 12 min read
How a Single FFmpeg Command Can Cut CDN Video Bandwidth Costs by 90%
Deepin Linux
Deepin Linux
May 10, 2026 · Fundamentals

Do You Really Understand pthread Internals? Master Linux Multithreading Basics

This article dives deep into Linux pthread fundamentals, covering process‑vs‑thread concepts, the POSIX API, kernel implementation via the clone syscall, thread lifecycle, synchronization primitives, common pitfalls such as deadlocks, stack overflows and thread leaks, and provides practical debugging and mitigation techniques with real code examples.

MultithreadingThread Synchronizationclone syscall
0 likes · 55 min read
Do You Really Understand pthread Internals? Master Linux Multithreading Basics
ZhiKe AI
ZhiKe AI
May 10, 2026 · Fundamentals

What the 800‑Page “Software Engineering” Textbook Really Teaches

The article explains that the classic 800‑page software engineering textbook is not a list of methods to memorize but a decision‑making coordinate system that guides readers through process, requirements, architecture, testing, and evolution, helping them understand why and how to apply each practice in real projects.

Software EngineeringTestingrequirements engineering
0 likes · 11 min read
What the 800‑Page “Software Engineering” Textbook Really Teaches
AI Architecture Hub
AI Architecture Hub
May 10, 2026 · Artificial Intelligence

2026 AI Engineer Roadmap: Master Agent Engineering and Scheduling

This guide outlines a six‑stage, 17‑week roadmap for becoming a production‑ready AI agent engineer by 2026, detailing essential skills such as LangGraph orchestration, Claude Agent SDK scheduling, context‑engineering primitives, evaluation pipelines, and curated free resources while warning against over‑hyped frameworks.

AI engineeringAgentic SystemsClaude Agent SDK
0 likes · 18 min read
2026 AI Engineer Roadmap: Master Agent Engineering and Scheduling
Linyb Geek Road
Linyb Geek Road
May 10, 2026 · Artificial Intelligence

Designing Progressive Large‑Model Agents: Architecture, Frameworks, and Real‑World Practices

This article examines the evolution of large‑model agents, outlines four development stages, compares workflow, collaborative, and evolutionary frameworks, details core components such as perception, memory, planning, tools, and reflection, and explains how a progressive, loop‑based architecture can be applied across verticals like research, code generation, and complex workflow automation.

AlphaEvolveLLM agentsLangGraph
0 likes · 9 min read
Designing Progressive Large‑Model Agents: Architecture, Frameworks, and Real‑World Practices