Tagged articles

Security Sandbox

6 articles · Page 1 of 1

Sep 9, 2026 · Fundamentals

Why Your Custom java.lang.String Can Never Replace the JDK's String

This article explains why a custom java.lang.String class cannot replace the JDK's String, detailing the parent delegation class loading model, Bootstrap ClassLoader's role, core class protection mechanisms, Java 9+ module system restrictions, and why attempts to bypass these (custom class loaders, -Xbootclasspath, --patch-module, Java Agents) fail or are unsafe.

Bootstrap ClassLoaderClass LoadingCore Class Protection

0 likes · 23 min read

Why Your Custom java.lang.String Can Never Replace the JDK's String

TonyBai

Aug 13, 2026 · Artificial Intelligence

How Enterprise AI Desktops Solve Customization, Security, and Privatization Challenges

As AI moves into everyday employee workflows, enterprises must manage branding, plugins, agents, data, security, and updates; this article analyzes those challenges and explains how FinDesk provides a white‑label, private, governed, and evolvable AI desktop platform that addresses customization, compliance, integration, and long‑term maintenance.

AI desktopEnterprise AISecurity Sandbox

0 likes · 14 min read

How Enterprise AI Desktops Solve Customization, Security, and Privatization Challenges

AI Large-Model Wave and Transformation Guide

Apr 4, 2026 · Artificial Intelligence

Inside Claude Code: How Anthropic Built a 512k‑Line AI Agent with Tools, Memory, and Security

The article dissects Claude Code’s 512,000‑line TypeScript codebase, detailing its modular architecture, fine‑grained tool orchestration, three‑layer memory system, multi‑stage query engine, six‑layer security sandbox, unreleased features like Kairos and Undercover modes, and the engineering practices that turn an AI model into an industrial‑grade digital employee.

AIAgent ArchitectureEngineering Practices

0 likes · 14 min read

Inside Claude Code: How Anthropic Built a 512k‑Line AI Agent with Tools, Memory, and Security

macrozheng

Mar 17, 2026 · Artificial Intelligence

Why AgentScope Java Is the Game‑Changer for Enterprise AI Agents

This article introduces AgentScope Java 1.0, an enterprise‑grade AI agent framework for Java that solves stack fragmentation, security, operations, and multi‑agent collaboration challenges by adopting the ReAct paradigm, offering real‑time interruption, sandbox isolation, RocketMQ‑based A2A communication, visual debugging, and deep Spring Cloud integration.

AI agentsAgentScopeReact

0 likes · 15 min read

Why AgentScope Java Is the Game‑Changer for Enterprise AI Agents

DeepNoMind

Feb 7, 2026 · Artificial Intelligence

Decoding Claude Skills: From Prompt Engineering to Context Engineering

This article analyzes Anthropic's Claude Skills architecture, showing how moving from monolithic prompt engineering to modular context engineering reduces token waste, improves security, and enables version‑controlled, composable AI agents through progressive disclosure, sandbox isolation, and a three‑tier ledger model.

Claude SkillsLLM ArchitectureModular AI

0 likes · 21 min read

Decoding Claude Skills: From Prompt Engineering to Context Engineering

Programmer's Advance

Jan 25, 2026 · Artificial Intelligence

How Codex Agent Loop Transforms Code Generation into a Programming Partner

This article traces Codex's evolution from a simple code‑completion tool to a full‑stack Agent Loop system, explains its loop‑based architecture and core components, showcases practical configurations, multi‑agent collaboration, real‑world case studies, and discusses technical challenges and future trends for AI‑assisted software development.

AI code generationAgent LoopMulti-Agent Collaboration

0 likes · 29 min read

How Codex Agent Loop Transforms Code Generation into a Programming Partner