Strict Frog's Blog

The Design Philosophy of Self-Evolving

Self-Evolving

Background A self-improving (Self-R&D) Agent system that can continuously develop new tools, algorithms, strategies, and systems. Design Concept of a Self-Improving Agent Overall Archite...

Posted by LuochuanAD on March 14, 2026

Incremental Vector Update Strategy for Embedding

Avoid Duplicate Embeddings

Background Only embed “new or changed content” instead of reprocessing all documents each time. 1. Three Levels of Incremental Updates Level Granularity Recommenda...

Posted by LuochuanAD on March 14, 2026

Extreme Optimization of Latency in Private RAG

Private RAG

Background During the construction of a RAG system, I significantly improved the accuracy of knowledge retrieved by RAG through designing Query Rewrite, Rerank, Structural Chunking, Structural ...

Posted by LuochuanAD on March 14, 2026

Self-Improving的设计思想

Self-Improving

背景 这篇文章讲解Self-Improving Agent的设计思想,是在Autonomous Agent的架构基础之上增加了Self-improving自我改进 “Autonomous Agent的架构”: https://strictfrog.com/2026/03/07/AutoGPT%E5%88%86%E6%9E%90%E4%B8%8EAutonomous%E6%80%9...

Posted by LuochuanAD on March 13, 2026

自己改善的設計思想

自己改善

背景 本記事ではSelf-Improving Agentの設計思想について解説します。これはAutonomous AgentのアーキテクチャをベースにSelf-improving（自己改善）の要素を追加したものです。 「Autonomous Agentのアーキテクチャ」: https://strictfrog.com/ja/2026-03-07-autogpt%E5%88%86%...

Posted by LuochuanAD on March 13, 2026

The Design Philosophy of Self-Improving

Self-Improving

Background This article explains the design concept of the Self-Improving Agent, which adds self-improvement capabilities on top of the Autonomous Agent architecture. “Autonomous Agent archit...

Posted by LuochuanAD on March 13, 2026

未来AgentOS核心架构

AgentOS

背景 基于现实中大多数Agent失败的原因,构建未来AgentOS核心架构 AgentOS核心架构 State Machine Agent │ │ Context Engine │ │ Tools (MCP) │ │ Memory + RAG 变化趋势 ...

Posted by LuochuanAD on March 12, 2026

未来AgentOSのコアアーキテクチャ

エージェントOS

背景 現実世界で多くのAgentが失敗する原因に基づき、未来のAgentOSのコアアーキテクチャを構築する AgentOSのコアアーキテクチャ State Machine Agent │ │ Context Engine │ │ Tools (MCP) │ │ Memory + RA...

Posted by LuochuanAD on March 12, 2026

Future AgentOS Core Architecture

AgentOS

Background Building the core architecture for future AgentOS based on the common failure reasons of most real-world agents Core Architecture of AgentOS State Machine Agent │ ...

Posted by LuochuanAD on March 12, 2026

企业级AIOS架构

AIOS

背景 这个架构的目标是构建一个 完整 AI Operating System（AI OS），能够： 接入 LLM 管理 Tools 管理 Skills 管理 Memory 支持 Agent 支持 Workflow 支持 MCP 支持多数据源 很多 AI 产品底层结构都类似（例如 OpenAI、Anthropic、Google 的 Agent 系统）。...

Posted by LuochuanAD on March 11, 2026

エンタープライズ級AIOSアーキテクチャ

AIOS

背景 このアーキテクチャの目標は、完全な AI オペレーティングシステム（AI OS）を構築することです。これにより以下が可能になります： LLM の接続 ツールの管理 スキルの管理 メモリの管理 エージェントのサポート ワークフローのサポート MCP のサポート 複数データソースのサポート 多くの AI プロダクトの基盤構造はこれに似ています（例：...

Posted by LuochuanAD on March 11, 2026

Enterprise-level AIOS Architecture

AIOS

Background The goal of this architecture is to build a complete AI Operating System (AI OS) capable of: Integrating LLMs Managing Tools Managing Skills Managing Memory Supporting Agent...

Posted by LuochuanAD on March 11, 2026

ChatGPT之AIAgent系统架构

Architecture

背景 上一篇文章说了ChatGPT的界限, 为了弥补ChatGPT做不到的事情,才有了这篇文章 完整 AI Agent 系统架构 User │ ▼ ┌─────────────────┐ │ API Gateway │ └─...

Posted by LuochuanAD on March 10, 2026

ChatGPTのAIAgentシステムアーキテクチャ

アーキテクチャ

背景 前回の記事ではChatGPTの限界について説明しました。ChatGPTだけでは対応できない部分を補うために、本記事を書きました。 完全なAIエージェントシステムアーキテクチャ User │ ▼ ┌─────────────────┐ │ ...

Posted by LuochuanAD on March 10, 2026

AIAgent System Architecture of ChatGPT

Architecture

Background The previous article discussed the limitations of ChatGPT. This article aims to address the tasks ChatGPT cannot accomplish. Complete AI Agent System Architecture ...

Posted by LuochuanAD on March 10, 2026

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