Tagged articles

Three-Layer Architecture

5 articles · Page 1 of 1

Sep 24, 2026 · Artificial Intelligence

JD Haibo's AI Knowledge Base: 3-Layer Architecture, OKF Spec & 44% Faster AB Test

JD Haibo's team built a structured AI knowledge base using OKF specification, a three-layer architecture (project-domain matrix, role-based views, skills), and a closed-loop lifecycle with automated generation and human validation; AB experiments showed 44% faster requirement analysis and more comprehensive coverage of cross-system dependencies.

AB TestingAI knowledge baseJD Haibo

0 likes · 37 min read

JD Haibo's AI Knowledge Base: 3-Layer Architecture, OKF Spec & 44% Faster AB Test

Data Bricklaying Diary

Aug 11, 2026 · Artificial Intelligence

Three-Layer Ontology Intelligence: Separating Semantics, Decisions, and Actions

This article explains why ontology intelligence systems require a three-layer architecture—semantic layer for defining business meaning, decision layer for forming explainable action plans, and action layer for controlled state changes—with explicit handoff contracts to avoid mixing rules and side effects into prompts.

AI architectureDecision LayerSemantic Layer

0 likes · 20 min read

Three-Layer Ontology Intelligence: Separating Semantics, Decisions, and Actions

James' Growth Diary

Jun 21, 2026 · Artificial Intelligence

How ECC Turns Claude AI from a Swiss‑Army Knife into a Specialized Development Toolbox

The article analyzes the ECC (Everything Claude Code) augmentation framework, detailing its five‑point advantage, three‑layer design, AgentShield red‑blue audit subsystem, a step‑by‑step avatar‑upload workflow, engineering insights, real‑world integrations, and its current limitations.

AI augmentationAgentShieldCross-tool compatibility

0 likes · 18 min read

How ECC Turns Claude AI from a Swiss‑Army Knife into a Specialized Development Toolbox

AndroidPub

May 7, 2026 · Artificial Intelligence

AI Coding Knowledge Base Best Practices: Rebuilding a Maintainable System with a Three‑Layer Structure

When AI coding assistants like Claude Code, Copilot, and other agents become part of daily development, teams quickly face tangled, ever‑growing configuration files; this article proposes a three‑layer architecture—Base, Flow, and Task—to separate global rules, scenario‑driven processes, and independent tasks, thereby restoring clarity, reusability, and maintainability to AI‑driven workflows.

AI agentsKnowledge BaseThree-Layer Architecture

0 likes · 26 min read

AI Coding Knowledge Base Best Practices: Rebuilding a Maintainable System with a Three‑Layer Structure

Baidu MEUX

Jul 19, 2023 · Product Management

How to Rapidly Build High‑Impact Activity Pages: A 3‑Layer Design Blueprint

This guide explains how large‑tech companies design and quickly assemble activity homepages using a three‑layer architecture—creative, skeleton, and dialogue—detailing each layer’s components, visual assets, and interaction patterns to boost user engagement, conversion, and operational efficiency.

Rapid PrototypingThree-Layer ArchitectureUX design

0 likes · 11 min read

How to Rapidly Build High‑Impact Activity Pages: A 3‑Layer Design Blueprint