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143329 articles · Page 348 of 7167
Digital Planet
Digital Planet
May 11, 2026 · Industry Insights

Why Yili’s Sales Expense Ratio Fell to 18.58% Yet Channels Exit – One‑Code Digitalization

Yili’s 2025 annual report shows flat revenue, a 36.8% jump in net profit and a sales‑expense ratio dropping to 18.58%, while the number of distributors fell by 210; the article analyses how one‑code technology dismantles gray‑profit channels, reshapes distributor roles and drives sustainable efficiency gains.

Digital transformationFMCGOne-Code
0 likes · 15 min read
Why Yili’s Sales Expense Ratio Fell to 18.58% Yet Channels Exit – One‑Code Digitalization
Digital Planet
Digital Planet
May 11, 2026 · Industry Insights

Clarifying the Differences Between Informationization, Digitalization, and Intelligent Digitalization

The article systematically defines informationization, digitalization, and intelligent digitalization, explains their progressive relationship, compares their goals, technologies, and decision‑making models, and offers practical guidance for enterprises to choose the appropriate transformation path based on their maturity.

AIDigital transformationdigitalization
0 likes · 11 min read
Clarifying the Differences Between Informationization, Digitalization, and Intelligent Digitalization
AI Step-by-Step
AI Step-by-Step
May 11, 2026 · R&D Management

Why AI‑Driven Development Must Be Spec‑Driven to Reach Production

The article explains how Spec‑Driven Development (SDD) transforms AI‑generated code from risky demos into production‑ready features by defining executable specifications, enforcing review, injecting context, and automating verification, illustrated with a concrete order‑export example.

AI codingAutomationSoftware Engineering
0 likes · 17 min read
Why AI‑Driven Development Must Be Spec‑Driven to Reach Production
Tencent Architect
Tencent Architect
May 11, 2026 · Backend Development

How Adding Two Brackets Made a Django API 8× Faster: A Real‑World Performance Debugging Tale

When a high‑traffic Django endpoint that returned a 7 MB JSON payload slowed dramatically, the author traced the bottleneck to a misuse of StreamingHttpResponse that iterated over the response string character‑by‑character, and fixing it with a simple list wrapper or HttpResponse yielded up to an eight‑fold speedup.

DjangoJSONORM
0 likes · 17 min read
How Adding Two Brackets Made a Django API 8× Faster: A Real‑World Performance Debugging Tale
Machine Heart
Machine Heart
May 11, 2026 · Artificial Intelligence

Why Visual Perception Limits STEM Large Models and How CodePercept Breaks the Barrier

The authors demonstrate that visual perception, not reasoning, is the primary bottleneck for STEM multimodal large language models, introduce the CodePercept paradigm and the ICC-1M dataset, and show that code‑driven perception dramatically improves performance, surpassing much larger models on new benchmarks.

CVPR2026CodePerceptMultimodal LLM
0 likes · 9 min read
Why Visual Perception Limits STEM Large Models and How CodePercept Breaks the Barrier
PaperAgent
PaperAgent
May 11, 2026 · Artificial Intelligence

SkillOS: How Skill Governance Powers Self‑Evolving AI Agents

SkillOS addresses the one‑off nature of current LLM agents by introducing a closed‑loop system where a trainable Skill Curator continuously extracts, updates, and manages reusable skills from execution traces, leading to measurable gains in success rates, efficiency, and cross‑task generalization.

Grouped Task StreamsLLM agentsMeta-Strategy Skills
0 likes · 10 min read
SkillOS: How Skill Governance Powers Self‑Evolving AI Agents
Deepin Linux
Deepin Linux
May 11, 2026 · Fundamentals

Eliminate Memory Fragmentation: Understanding Memory Pools

The article explains how frequent dynamic allocations cause external and internal memory fragmentation, illustrates the problem with C++ examples, and shows that pre‑allocating a large contiguous block as a memory pool—managed via block division, free‑list tracking, and thread‑safe operations—significantly reduces fragmentation, improves allocation speed, and boosts concurrency performance.

C++Memory FragmentationMemory pool
0 likes · 30 min read
Eliminate Memory Fragmentation: Understanding Memory Pools
Goodme Frontend Team
Goodme Frontend Team
May 11, 2026 · Artificial Intelligence

How Agent Skills Accelerate Backend Page Development with Claude

The article explains the concept of Agent Skills, compares them with the Model Context Protocol (MCP), and details a step‑by‑step workflow for creating and optimizing skills to generate middle‑office pages, highlighting challenges such as token consumption, code redundancy, and component matching, and presenting concrete solutions that halve generation time while improving code quality and maintainability.

AI code generationAgent SkillsBackend Development
0 likes · 16 min read
How Agent Skills Accelerate Backend Page Development with Claude
Frontend AI Walk
Frontend AI Walk
May 11, 2026 · Artificial Intelligence

From Personal Prompts to a Team Production Line: A 0‑to‑1 Guide for Skill Engineering

This article presents a step‑by‑step method for turning scattered personal prompt knowledge into versioned, testable, and shareable AI workflow assets, covering directory conventions, description design, test case creation, Bad Case feedback loops, Git management, team sharing mechanisms, and a 30‑day rollout plan.

AI WorkflowSkill engineeringTeam Collaboration
0 likes · 22 min read
From Personal Prompts to a Team Production Line: A 0‑to‑1 Guide for Skill Engineering
AI Agent Super App
AI Agent Super App
May 11, 2026 · Operations

Turn One Linux Server into Ten: A Complete KVM/QEMU Virtualization Guide

This article explains Linux server virtualization from fundamentals to hands‑on setup, covering hardware vs. software hypervisors, KVM/QEMU installation, VM creation, snapshot and cloning workflows, and bridge, NAT, and host‑only networking, enabling a single physical box to host multiple isolated systems efficiently.

KVMLibvirtLinux virtualization
0 likes · 16 min read
Turn One Linux Server into Ten: A Complete KVM/QEMU Virtualization Guide
Architect's Guide
Architect's Guide
May 11, 2026 · Backend Development

Why UUID Falls Short and How Snowflake Solves Distributed ID Generation

The article examines the limitations of UUIDs for distributed systems, outlines the strict requirements for global unique IDs, compares common approaches such as database auto‑increment and Redis, and provides a detailed analysis of Twitter's Snowflake algorithm with its structure, Java implementation, advantages, drawbacks, and mitigation strategies.

BackendJavaMySQL
0 likes · 14 min read
Why UUID Falls Short and How Snowflake Solves Distributed ID Generation
Su San Talks Tech
Su San Talks Tech
May 11, 2026 · Artificial Intelligence

Designing a Production‑Ready LLM Gateway: Architecture, Routing, Fallback, and Observability

This article outlines a production‑grade LLM Gateway design, detailing a three‑layer architecture, capability‑, cost‑, latency‑ and semantic‑based routing strategies, multi‑level fallback mechanisms, specialized load balancing, unified API adaptation, semantic caching, observability, and compares popular open‑source implementations.

FallbackLLMObservability
0 likes · 17 min read
Designing a Production‑Ready LLM Gateway: Architecture, Routing, Fallback, and Observability
FunTester
FunTester
May 11, 2026 · Artificial Intelligence

Why AI-Generated Code Produces More Bugs

Despite promises of faster development, AI‑generated code shows 1.7× more defects, up to 2× more security vulnerabilities, and forces 67% of developers to spend extra time debugging, because the probabilistic nature of large language models creates unavoidable hallucinations and context‑blindness.

AI codeLLMcode quality
0 likes · 7 min read
Why AI-Generated Code Produces More Bugs
Black & White Path
Black & White Path
May 11, 2026 · Information Security

FFBT Hit Again: Credential and Admin Access Data Breach by NormalLeVrai

In May 2026, VECERT flagged threat actor NormalLeVrai for stealing credentials and admin access from France’s Fédération Française de Ball‑Trap (FFBT), selling the data on dark‑web markets; the breach, still under investigation, highlights the actor’s focus on French organizations, low‑price bulk sales, and the need for immediate password resets, MFA, and continuous monitoring.

Credential TheftFFBTNormalLeVrai
0 likes · 6 min read
FFBT Hit Again: Credential and Admin Access Data Breach by NormalLeVrai
Black & White Path
Black & White Path
May 11, 2026 · Information Security

How OceanLotus weaponized PyPI to deliver ZiChatBot malware using Zulip as C2

OceanLotus (APT32) hijacked three innocuous PyPI packages—uuid32-utils, colorinal, and termncolor—to drop the ZiChatBot malware, which persists via registry or crontab and communicates through the Zulip public chat REST API, making its traffic indistinguishable from legitimate developer traffic and evading network‑based detection.

MalwareOceanLotusPyPI
0 likes · 11 min read
How OceanLotus weaponized PyPI to deliver ZiChatBot malware using Zulip as C2
Black & White Path
Black & White Path
May 11, 2026 · Information Security

State‑Sponsored Actors Gain Root on Palo Alto PAN‑OS via Captive Portal Buffer Overflow

A detailed analysis of CVE‑2026‑0300 reveals how a nation‑backed group exploited a buffer‑overflow in PAN‑OS's Captive Portal to obtain root on Palo Alto firewalls, outlining the attack chain, affected versions, immediate mitigations, long‑term remediation, compliance impacts, and lessons learned.

CVE-2026-0300Captive PortalPAN-OS
0 likes · 12 min read
State‑Sponsored Actors Gain Root on Palo Alto PAN‑OS via Captive Portal Buffer Overflow
Black & White Path
Black & White Path
May 11, 2026 · Industry Insights

Garmin, Chuyka and the New Low‑Cost Drone Defense for Europe

Europe’s anti‑drone market is shifting toward low‑cost RF detection like Ukraine’s Chuyka system, spurred by EU funding and rising threats, while larger multi‑sensor solutions compete; the analysis explores policy drivers, market dynamics, and how Garmin could fill the mid‑budget niche.

ChuykaEuropean securityGarmin
0 likes · 10 min read
Garmin, Chuyka and the New Low‑Cost Drone Defense for Europe
ZhiKe AI
ZhiKe AI
May 11, 2026 · Backend Development

Java Rewrites OpenClaw: An Architecture‑Level Translation, Not a Simple Port

A Java team rebuilt the popular Node.js AI‑Agent platform OpenClaw from scratch, replacing AI‑generated “vibe code” with a carefully refactored architecture that leverages Spring AI, JobRunr, and Spring Modulith, and demonstrates how to run the new Java version with just a few commands.

AI agentsArchitecture TranslationJava
0 likes · 16 min read
Java Rewrites OpenClaw: An Architecture‑Level Translation, Not a Simple Port