#code review
259 related articles
Industry Insights·3 min
Decoding Claude's New Policy: Dedicated Monthly Quota Is Actually a Massive Cut to AFK Use Cases
Deep analysis of Anthropic's new Claude subscription policy: dedicated programmatic access quotas appear beneficial but actually slash AFK automation workflow capacity by up to 96%.
Read more →
Tutorials·3 min
Claude Code Plugin System Explained: Four Core Components Building an Extensible Development Platform
Deep dive into Claude Code 2.0.14's plugin system covering Slash Commands, Sub-agents, MCP integration, and Hooks—with demos on one-click plugin installation and custom code review plugin creation.
Read more →
Tutorials·2 min
Deep Dive into Anthropic's Official Claude Code in Action Course: Four Core Modules to Master AI Programming
Deep dive into Anthropic's official Claude Code in Action course covering four modules: assistant fundamentals, differentiators, project practice, and best practices for AI programming mastery.
Read more →
Tutorials
Engineering Practices That Boosted Cla…
·4 min
Engineering Practices That Boosted Claude Code Skill Activation Rate from 25% to 90%
How Hooks+Skills+Commands+Agents work together in Claude Code to boost AI skill activation from 25% to 90%, with core config files and deployment guide.
Read more →
Tutorials·4 min
The Complete Guide to Claude Code's Extension System: A Five-Layer Architecture That Doubles Development Efficiency
Deep dive into Claude Code's five-layer extension architecture: Claude.md memory, Skills, MCP services, Subagents, and Hooks. Master the Rule of Three and golden combinations to systematically boost AI coding efficiency.
Read more →
Tutorials
Complete Guide to Claude Code GitHub I…
·3 min
Complete Guide to Claude Code GitHub Integration and Hooks
A detailed guide to Claude Code's GitHub integration for automated PR reviews and Issue fixes, plus the Hooks mechanism for injecting custom logic into AI workflows.
Read more →
Tutorials·3 min
Claude Code Hooks Explained: Build Your Own Automated Development Inspector
Deep dive into Claude Code Hooks' four core use cases: intercepting dangerous operations, auto change logging, code review, and automated testing. Learn Command, Prompt, and Agent Hook types.
Read more →
Product Reviews
Windsurf Wave 6 Deep Dive: One-Click D…
·3 min
Windsurf Wave 6 Deep Dive: One-Click Deploy Brings AI Coding to Full-Stack
Deep dive into Windsurf Wave 6: one-click Deploy via Netlify, auto Git commit messages, conversation navigation, and a full comparison with Cursor to help you choose the right AI coding tool.
Read more →
Industry Insights
Alibaba's $52B AI Investment: A Full-S…
·3 min
Alibaba's $52B AI Investment: A Full-Stack Cloud Infrastructure Upgrade for the Agent Era
Alibaba invests $52B in AI cloud infrastructure over 3 years. Bailian Platform hits 8B yuan ARR with 11 quarters of triple-digit AI revenue growth. Deep analysis of Alibaba Cloud's full-stack Agent upgrade strategy.
Read more →
Industry Insights·3 min
OpenAI Models Officially Land on AWS Bedrock, Ushering in a New Multi-Cloud Era for Enterprise AI Deployment
OpenAI's frontier models and Codex are now GA on Amazon Bedrock, letting enterprises leverage AWS security and compliance to access OpenAI capabilities. A deep dive into the multi-cloud AI impact.
Read more →
Tutorials
Enterprise Claude Code Workflows: Five…
·3 min
Enterprise Claude Code Workflows: Five Core Components for Taming Million-Line Codebases
Deep dive into Anthropic's enterprise Claude Code deployment: CLAUDE.md layering, Hooks, Skills, Plugins, and MCP servers for million-line codebases.
Read more →
Product Reviews·3 min
Mavis Hands-On Review: Multi-Agent Collaboration vs. Single Agent — A Comprehensive Comparison in Academic Research and Web Development
In-depth review of Mavis multi-agent platform across academic retrieval, literature review, and web development. Multi-agent mode significantly outperforms single agents in accuracy and reliability.
Read more →
Tutorials·3 min
Hermes Agent in Practice: A Complete Breakdown from ReAct Loop to Autonomous Skill Evolution
Deep dive into Hermes Agent's four progressive cases: terminal ReAct loop, Feishu AI assistant, four-layer persistent memory, and three-stage Skill evolution with DeepSeek support.
Read more →
Tutorials·4 min
Gemini CLI with Any LLM: A Deep Dive into the EasyLLM CLI Open-Source Modification
Deep dive into how EasyLLM CLI modifies Gemini CLI to support any LLM including local models, solving account barriers, model lock-in, and data security issues with code-level API integration.
Read more →
Product Reviews·3 min
Gemini CLI V0.7–V0.8 Major Upgrade: Extension Framework Turns Your Terminal into an AI Platform
Deep dive into Gemini CLI V0.7 & V0.8 major upgrades: extension framework, IDE plugin spec, non-interactive auth, and how they transform the terminal into a programmable AI agent platform.
Read more →
Product Reviews
Gemini Omni Video Generation In-Depth …
·4 min
Gemini Omni Video Generation In-Depth Review: Hands-On Comparison with Seedance 2.0
In-depth review of Google I/O's Gemini Omni video generation model, compared with Seedance 2.0 across fur texture, camera control, and sketch generation, plus key Gemini 3.5 and ecosystem updates.
Read more →
Tutorials·3 min
The Complete Guide to Claude Code Commands: 10 Core Commands & Practical Workflows
A systematic guide to Claude Code's 10 core commands, keyboard shortcuts, CLI parameters & 4 practical workflows covering context management, code review, model switching & cost optimization.
Read more →
Tutorials·3 min
Gemini CLI Complete Guide: MCP Extensions & Memory Files in Practice
Complete guide to Google Gemini CLI setup, MCP Server extensions, and memory files. Covers 1M token context analysis, Context7 docs, Taskmaster task breakdown, and more.
Read more →
Tech Frontiers·3 min
Claude Code Source Code Leak: Full Roadmap for Opus 4.7 and Mythos 5 Exposed
Anthropic suffers a major code leak exposing 500K+ lines of Claude Code source, unreleased Opus 4.7, Sonnet 4.8, Mythos 5 models, 44 hidden feature flags, and the full product roadmap.
Read more →
Expert Opinions
People Who Write Great Code Actually S…
·2 min
People Who Write Great Code Actually Struggle with AI? The Washing Machine Theory Reveals Why
Why do expert developers struggle to embrace AI programming? Through the Washing Machine Theory and imperative vs. declarative thinking, this article explores the mindset shift technical professionals face in the AI era.
Read more →