#DEEP DIVE

326 related articles

2026年6月21日·3 min

GitHub AI Weekly Rankings: Agent Infrastructure Projects Dominate, Toolchain Ecosystem Taking Shape

June 2026 Week 1 GitHub AI trends: Agent infrastructure projects like Hedron and MarkItDown dominate, as context compression, document parsing, memory systems, and aesthetic toolchains rapidly mature.

2026年6月21日·3 min

OpenLLMVTuber: A Deep Dive into the Open-Source AI Virtual Character Framework

Deep dive into OpenLLMVTuber, a 10K-star open-source AI virtual character framework integrating ASR, LLM, TTS, and Live2D with voice interruption, visual perception, and modular architecture.

2026年6月21日·4 min

Deep Dive into a Cursor Discount Renewal Plugin: Is 65%-Off Pay-Per-Use Legit?

Deep analysis of a third-party plugin claiming 65%-off Cursor Pro renewal. We break down its account scheduling architecture, pay-per-use model, and assess compliance risks, data security, and value for developers.

2026年6月20日·4 min

Codewell Hands-On Review: Is This Terminal AI Coding Assistant with Nearly 40K GitHub Stars Actually Worth It?

Hands-on review of Codewell (formerly DeepSeek2E), the open-source terminal AI coding assistant with nearly 40K GitHub stars. Supports 25 LLM providers, local models at zero cost, and MIT license.

2026年6月20日·3 min

Harness AI Engineering Programming: A Practical Guide for Enterprise-Level Project Implementation

A deep dive into Harness AI engineering programming, covering SDD, Agentic Scale development, and practical solutions for enterprise AI coding challenges.

2026年6月20日·3 min

Claude Code Desktop Hands-On: Transparent Context Window & CC Switch for Compute Freedom

Hands-on review of Claude Code Desktop's transparent context window, multi-project heatmap, efficiency panel, and CC Switch open-source routing gateway for model freedom.

2026年6月20日·3 min

The Complete Guide to Prompt Engineering: From Zero to Practical Application

A complete guide to learning Prompt Engineering, covering LLM selection, prompt writing techniques, zero-shot/few-shot prompting, chain of thought reasoning, and Python API development.

2026年6月20日·3 min

What Happens to Developer Jobs When AI Writes 80% of the Code? A Deep Dive into Anthropic's Landmark Report

Anthropic's latest report reveals over 80% of its codebase is AI-written and engineer output has grown 8x. A deep analysis of AI's impact on software development, the taste moat, AI bubble stages, and loop engineering.

2026年6月19日·3 min

AI API Relay Startup's First Month: Open Books Reveal Just ¥16K Profit on ¥290K Revenue

A 3-person team shares their AI API relay startup's first month: ¥290K revenue, 95% spent on API costs, only ¥16.7K book profit. A deep dive into adjusted margins, cost structure, and competition.

2026年6月19日·3 min

OpenAI Codex CLI Practical Guide: From Installation and Configuration to Enterprise-Level Development

A deep dive into OpenAI Codex CLI's core capabilities and practical usage, covering setup, agents.md configuration, slash commands, MCP protocol, multi-agent collaboration, and RAG system development.

2026年6月19日·3 min

OpenAI Codex Deep Dive: Core Capabilities and Engineering Design Philosophy

Deep dive into OpenAI Codex's core capabilities and engineering design philosophy, covering multi-task parallelism, code review, Agent Loop, Spec-Driven Development (SDD), and context engineering.

2026年6月18日·3 min

Deep Dive into Claude Code's Source Architecture: Harness Engineering and Seven Core Mechanisms

Deep analysis of Claude Code's leaked source architecture, covering TypeScript stack choices, Harness architecture's seven core mechanisms, tool call management, and context optimization.

2026年6月18日·3 min

DeepSeek Open-Sources a Terminal Coding Agent: A Claude Code Alternative with 38K GitHub Stars

DeepSeek's open-source terminal coding Agent: zero dependencies, million-token context, 20 parallel sub-agents, 38K+ GitHub Stars. A detailed comparison with Claude Code.

2026年6月18日·3 min

Claude Code Architecture Deep Dive: ReAct Loop, Context Window & CLAUDE.md Mechanism Explained

Deep dive into Claude Code internals: ReAct Loop execution cycle, 200K sliding context window, and CLAUDE.md persistent anchor — with architecture diagrams and Token optimization tips.

2026年6月18日·3 min

Claude Code Deep Dive: Why Full-Project Context Understanding Crushes Other AI Coding Assistants

In-depth comparison of Claude Code vs Copilot, Cursor, and Trae. Analyzing Claude Code's advantages in full-project context understanding, automated debugging loops, and code accuracy.

2026年6月18日·3 min

Pure CSS Scroll-Driven Animations: No JavaScript Required

Learn how to implement CSS Scroll-driven Animations using animation-timeline and view() for pure CSS scroll fade effects, with animation-range tips and best practices.

2026年6月17日·2 min

OpenCode In-Depth Review: Hands-On with a Free Open-Source AI Coding Assistant

In-depth review of OpenCode, an open-source AI coding assistant. Covers its three-layer architecture, setup, building a to-do app, and model comparisons with DeepSeek Flash and more.

2026年6月17日·3 min

Vue3 + SpringBoot in Practice: A Full-Stack AI Travel Recommendation Assistant Explained

Build an AI travel recommendation assistant with Vue3 and Java SpringBoot. Features intelligent itinerary planning and AI chat, perfect for beginners entering full-stack + AI development.

2026年6月17日·2 min

Intelligence Is Getting More Expensive: A Deep Dive into Google I/O 2026

Deep dive into Google I/O 2026: Gemini 3.5 Flash price hikes, RL training environments as a hidden battleground, managed agents and sandboxes, open-source model tiers, and frontier lab competition.

2026年6月17日·4 min

Anthropic Dynamic Workflows Explained: When to Use Them and Pitfalls to Avoid

Deep dive into Anthropic Dynamic Workflows: core mechanisms, differences from single Agent and Sub-Agent patterns, and a decision tree for when to use them vs. when to avoid burning tokens.