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Architecture and Beyond
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Architecture and Beyond

Focused on AIGC SaaS technical architecture and tech team management, sharing insights on architecture, development efficiency, team leadership, startup technology choices, large‑scale website design, and high‑performance, highly‑available, scalable solutions.

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Recent Articles

Latest from Architecture and Beyond

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Architecture and Beyond
Architecture and Beyond
Oct 8, 2025 · Artificial Intelligence

Master Multi‑Layer AI Coding: Strategies to Boost Your Development Efficiency

Since the launch of Microsoft‑OpenAI Copilot in June 2022, AI‑assisted programming has evolved through tools like Cursor, Claude Code, and GPT‑5, and this article shares a multi‑layered strategy—including fast autocompletion, selective refactoring, large‑scale code generation, and common pitfalls—to help developers efficiently integrate AI into their workflow.

AIAutomationcoding
0 likes · 14 min read
Master Multi‑Layer AI Coding: Strategies to Boost Your Development Efficiency
Architecture and Beyond
Architecture and Beyond
Sep 27, 2025 · Artificial Intelligence

Mastering AI Agent Tool Management: OpenManus, Gemini CLI & Shopify Sidekick

This article explains how AI agents work, examines OpenManus’s comprehensive tool framework, reviews Gemini CLI’s minimalist tool scheduling and error handling, and discusses Shopify Sidekick’s scaling challenges and Just‑in‑Time instruction strategy, offering practical guidance for building robust, production‑ready agentic systems.

AI agentsError HandlingJust-in-Time
0 likes · 15 min read
Mastering AI Agent Tool Management: OpenManus, Gemini CLI & Shopify Sidekick
Architecture and Beyond
Architecture and Beyond
Sep 12, 2025 · Artificial Intelligence

How Gemini CLI and Claude Code Achieve Context Isolation for AI Agents

This article examines the context isolation strategies employed by Gemini CLI and Claude Code in AI agents, detailing why isolation is essential, the multi‑layer memory architecture, tool execution pipelines, concurrency controls, session management, and practical recommendations for building robust, cost‑effective agent systems.

AI agentsClaude CodeGemini CLI
0 likes · 15 min read
How Gemini CLI and Claude Code Achieve Context Isolation for AI Agents
Architecture and Beyond
Architecture and Beyond
Sep 6, 2025 · Artificial Intelligence

How AI Agents Manage Context: Compression Strategies from Manus, Claude Code, and Gemini CLI

This article examines the context explosion problem in AI agents and compares three distinct compression approaches—Manus's never‑lose philosophy, Claude Code's aggressive 92% threshold with eight‑section summaries, and Gemini CLI's balanced 70% trigger with curated history—highlighting their trade‑offs in performance, cost, and reliability.

AIAgent designContext Compression
0 likes · 19 min read
How AI Agents Manage Context: Compression Strategies from Manus, Claude Code, and Gemini CLI
Architecture and Beyond
Architecture and Beyond
Aug 24, 2025 · Artificial Intelligence

Why Master‑Slave Architecture Powers Modern Multi‑Agent AI Systems

The article explains how the master‑slave (or manager‑worker) architecture, inspired by both software micro‑services and biological systems, solves context fragmentation and coordination challenges in large‑model multi‑agent applications, detailing design principles, technical implementations, advantages, limitations, and suitable use cases.

AI coordinationContext ManagementMulti-agent
0 likes · 15 min read
Why Master‑Slave Architecture Powers Modern Multi‑Agent AI Systems
Architecture and Beyond
Architecture and Beyond
Aug 15, 2025 · Fundamentals

Why Every System Architect Must Master Information Architecture

This article explains why architects need to consider information organization, labeling, navigation, and search—beyond technical implementation—to create systems that align with human cognitive limits and deliver clear, efficient user experiences.

User Experiencecognitive limitsinformation architecture
0 likes · 22 min read
Why Every System Architect Must Master Information Architecture
Architecture and Beyond
Architecture and Beyond
Aug 9, 2025 · R&D Management

How Should CTOs Navigate the AI Coding Tool Revolution?

This article examines the varied attitudes toward AI coding assistants, outlines four common CTO response strategies, and provides a practical framework for evaluating costs, security, stability, and technical debt while guiding teams through responsible adoption and cultural impact.

AICTOTeam Culture
0 likes · 17 min read
How Should CTOs Navigate the AI Coding Tool Revolution?
Architecture and Beyond
Architecture and Beyond
Aug 2, 2025 · Fundamentals

Master First‑Principles Thinking to Solve Complex Tech Problems

This article explains the concept of first‑principles thinking, why it matters for engineers, common mental traps, real‑world case studies, and practical steps to cultivate a zero‑based problem‑solving mindset for better architecture and performance decisions.

Problem Solvingdebuggingfirst principles
0 likes · 15 min read
Master First‑Principles Thinking to Solve Complex Tech Problems
Architecture and Beyond
Architecture and Beyond
Jul 27, 2025 · Artificial Intelligence

What Makes an AI Agent Tick? From Expert Systems to Modern Architectures

This article traces the evolution of AI agents from early expert systems to today’s multimodal, memory‑rich agents, explains their perception, reasoning, memory and action modules, discusses model selection, prompt engineering, RAG techniques, and highlights current limitations such as hallucinations, reliability, cost, and security.

AI AgentFunction CallingLarge Language Model
0 likes · 28 min read
What Makes an AI Agent Tick? From Expert Systems to Modern Architectures