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JavaGuide

Backend tech guide and AI engineering practice covering fundamentals, databases, distributed systems, high concurrency, system design, plus AI agents and large-model engineering.

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Recent Articles

Latest from JavaGuide

60 recent articles
JavaGuide
JavaGuide
Jun 18, 2026 · Artificial Intelligence

From AI Coding to Full‑Stack AI Apps: Master Claude, Codex, Agents, and Skills

AIGuide is a free, open‑source handbook that walks Java, Go, frontend, testing, and architecture professionals through the entire AI application development lifecycle—from LLM fundamentals and RAG to agents, system design, and practical AI‑assisted coding—providing real‑world scenarios, key parameters, pitfalls, and interview preparation.

AI AgentsAI application developmentLLM
0 likes · 14 min read
From AI Coding to Full‑Stack AI Apps: Master Claude, Codex, Agents, and Skills
JavaGuide
JavaGuide
Jun 17, 2026 · Artificial Intelligence

What’s the Difference Between Claude Code’s /loop and /goal Commands? An Interview‑Style Deep Dive

Loop Engineering repackages existing concepts like Agent Loop, ReAct, and Workflow Graph, focusing on how Claude Code’s /loop and /goal commands enable autonomous, token‑aware agent cycles with defined triggers, goals, context, verification, and stop conditions, while highlighting practical design patterns, risks, and best‑practice examples.

AI AgentsAutomationClaude Code
0 likes · 26 min read
What’s the Difference Between Claude Code’s /loop and /goal Commands? An Interview‑Style Deep Dive
JavaGuide
JavaGuide
Jun 13, 2026 · Industry Insights

Claude Fable 5 Banned While GLM‑5.2 Opens to All Users

The article analyzes the sudden suspension of Anthropic's Claude Fable 5 due to U.S. export controls, contrasts it with Zhipu's rapid full release of GLM‑5.2 for the GLM Coding Plan, and discusses the models' capabilities, competitive landscape, and the surprising market valuations driving developer choices.

AI model competitionClaudeGLM-5.2
0 likes · 6 min read
Claude Fable 5 Banned While GLM‑5.2 Opens to All Users
JavaGuide
JavaGuide
Jun 12, 2026 · Artificial Intelligence

Integrating Agnes AI Free Tokens with Claude Code for Multimodal Tasks

This article walks through connecting the free Agnes AI multimodal API to Claude Code, detailing the required setup, a small Java code‑generation task, image and video generation examples, skill creation, and performance observations to help developers evaluate its suitability for their workflows.

AgentAgnes AICC Switch
0 likes · 15 min read
Integrating Agnes AI Free Tokens with Claude Code for Multimodal Tasks
JavaGuide
JavaGuide
Jun 10, 2026 · Artificial Intelligence

Kimi Work Review: 300 Parallel Agents Power Automated Stock Analysis

Kimi Work, the desktop agent mode of Kimi’s AI client, can read local files, control browsers via WebBridge, schedule tasks, and run up to 300 parallel sub‑agents, which the author demonstrates through an AI‑driven stock‑analysis radar and a custom Skill, noting strong capabilities but slower speed and stability issues.

AI AgentsKimi WorkWebBridge
0 likes · 15 min read
Kimi Work Review: 300 Parallel Agents Power Automated Stock Analysis
JavaGuide
JavaGuide
Jun 8, 2026 · Artificial Intelligence

CodeGraph Slashes Token Usage by 59% for Claude Code and Codex

CodeGraph builds a local code knowledge graph with tree‑sitter and SQLite, allowing Claude Code, Codex and similar AI tools to query a pre‑indexed graph instead of repeatedly scanning files, which the author’s benchmarks show reduces token consumption by 59%, cuts cost 35%, speeds responses by 49% and improves routing detection for many web frameworks.

AI code toolsBackend DevelopmentCodeGraph
0 likes · 11 min read
CodeGraph Slashes Token Usage by 59% for Claude Code and Codex