BestHub
Sign in
AI Large-Model Wave and Transformation Guide
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
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
Programmer's Advance
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 generationMulti‑agent collaborationagent loop
0 likes · 29 min read
How Codex Agent Loop Transforms Code Generation into a Programming Partner