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Latest from AI Architecture Hub

68 recent articles
AI Architecture Hub
AI Architecture Hub
Apr 4, 2026 · Artificial Intelligence

How Claude Code Achieves Unlimited Context with Multi‑Layer Caching and Self‑Evolving Agents

This article dissects Claude Code's source code, revealing a two‑layer system‑prompt cache, a four‑stage compact strategy, proactive autonomous modes, multi‑agent collaboration, remote bridge architecture, enterprise‑grade security, and a sophisticated telemetry system that together enable limitless context, self‑learning memory, and industrial‑scale reliability.

AI AgentCachingClaude Code
0 likes · 39 min read
How Claude Code Achieves Unlimited Context with Multi‑Layer Caching and Self‑Evolving Agents
AI Architecture Hub
AI Architecture Hub
Apr 3, 2026 · Artificial Intelligence

Build Your First Real AI Agent: Step‑by‑Step Guide for Beginners

This tutorial walks you through creating a functional AI agent that can receive goals, plan steps, invoke tools, and iterate until task completion, covering environment setup, core loop implementation, tool integration, error handling, and testing without requiring prior programming experience.

AI AgentAutonomous LoopClaude API
0 likes · 9 min read
Build Your First Real AI Agent: Step‑by‑Step Guide for Beginners
AI Architecture Hub
AI Architecture Hub
Apr 2, 2026 · Artificial Intelligence

What the Claude Code Source Leak Reveals About Anthropic’s AI Agent Architecture

A 57 MB source‑map file accidentally shipped with the @anthropic-ai/[email protected] npm package exposed over 1,900 TypeScript/TSX files, allowing the community to dissect Claude Code’s five‑layer Agent Harness, tool control, task runtime, memory system, and remote permission bridge, offering valuable engineering insights for AI agent developers.

AI AgentAnthropicArchitecture
0 likes · 23 min read
What the Claude Code Source Leak Reveals About Anthropic’s AI Agent Architecture
AI Architecture Hub
AI Architecture Hub
Apr 1, 2026 · Artificial Intelligence

How Harness Turns AI Agents from Demo to Production‑Ready Systems

Enterprise AI teams often see impressive results with single‑turn prompts, but when tasks become long‑running and complex, models lose context, produce faulty code, and require heavy manual intervention; the Harness framework provides a full‑lifecycle control system that stabilizes agents, manages knowledge, and ensures reliable production deployment.

AI AgentAI OperationsContext Management
0 likes · 12 min read
How Harness Turns AI Agents from Demo to Production‑Ready Systems
AI Architecture Hub
AI Architecture Hub
Mar 30, 2026 · Artificial Intelligence

Reversing the Development Ratio: AI‑First Planning with Compound Engineering

This article introduces an AI‑driven workflow that flips the traditional 80% coding / 20% planning model by using the Compound Engineering plugin and Claude Code to perform deep planning first, then automate mechanical coding through agents, boosting efficiency and code quality across multiple development scenarios.

Claude CodeCompound EngineeringConfiguration
0 likes · 11 min read
Reversing the Development Ratio: AI‑First Planning with Compound Engineering
AI Architecture Hub
AI Architecture Hub
Mar 25, 2026 · Artificial Intelligence

How Memento-Skills Enables Continuous Learning for Frozen LLM Agents

The article analyzes the limitations of frozen LLM agents—fixed parameters, loss of state, and costly fine‑tuning—and introduces the Memento‑Skills framework, which adds an external, evolvable skill memory to achieve deployment‑time learning, detailed architecture, optimization knobs, and strong experimental gains.

AI researchLLM agentsbehavioral routing
0 likes · 14 min read
How Memento-Skills Enables Continuous Learning for Frozen LLM Agents
AI Architecture Hub
AI Architecture Hub
Mar 24, 2026 · Artificial Intelligence

Mastering Claude Code: Complete Guide to .claude Folder, Commands, Skills & Agents

This guide explains the full structure and purpose of the .claude directory, covering project‑level and global configurations, the essential CLAUDE.md file, custom commands, modular rules, reusable skills, specialized agents, and the settings.json permission model, plus a step‑by‑step onboarding workflow.

AI configurationClaude CodeCustom Commands
0 likes · 18 min read
Mastering Claude Code: Complete Guide to .claude Folder, Commands, Skills & Agents
AI Architecture Hub
AI Architecture Hub
Mar 23, 2026 · Artificial Intelligence

50 Powerful Claude Code Hacks to Supercharge Your Development Workflow

Discover a curated list of 50 practical Claude Code tricks—from setting up convenient aliases and inline bash commands to advanced agent orchestration, context management, and safety hooks—that can dramatically boost productivity, reliability, and control when using Claude as a coding assistant.

AI developmentAutomationCLI
0 likes · 31 min read
50 Powerful Claude Code Hacks to Supercharge Your Development Workflow
AI Architecture Hub
AI Architecture Hub
Mar 21, 2026 · Artificial Intelligence

Turning Prompts into Reusable Skills: Anthropic’s Blueprint for Agent Engineering

This article explains how Anthropic engineers “Skill” as a standardized, file‑based work unit that transforms fragile prompt tricks into reusable, reliable assets for AI agents, covering definition, design principles, file system layout, stability mechanisms, distribution strategies, and practical team adoption guidelines.

AI agentsAgent reuseAnthropic
0 likes · 12 min read
Turning Prompts into Reusable Skills: Anthropic’s Blueprint for Agent Engineering