[KongchangAI]

All articles

39708 articles

Chrome DevTools MCP Hands-On: Using AI to Automatically Control a Browser, Write Articles, and Publish Them
·4 min

Chrome DevTools MCP Hands-On: Using AI to Automatically Control a Browser, Write Articles, and Publish Them

Hands-on test of Chrome DevTools MCP with Claude Code: AI automatically opens a browser, writes an article, fills in tags, and publishes — full workflow breakdown with pros and cons analysis.

Read more →
The Vibe Coding Trap: Why AI Only Gives You the Bare Minimum
·3 min

The Vibe Coding Trap: Why AI Only Gives You the Bare Minimum

The most common AI coding pitfall: ask for a BGM feature, get WAV-only support. Learn why AI defaults to minimum delivery and how to avoid it with multi-tool workflows.

Read more →
AI Programming: Can You Really Build Apps Without Coding? An In-Depth Analysis of Real Capabilities and Monetization Paths
·3 min

AI Programming: Can You Really Build Apps Without Coding? An In-Depth Analysis of Real Capabilities and Monetization Paths

Can AI programming tools really let non-coders build and monetize apps? This article analyzes AI coding's true capabilities, viable monetization paths, and common misconceptions.

Read more →
OpenAI's New Research: Keeping AI Safe During High-Stakes Tasks
·2 min

OpenAI's New Research: Keeping AI Safe During High-Stakes Tasks

OpenAI's new research on "broadly and persistently beneficial" AI explores how to keep models safe in high-stakes scenarios beyond their training distribution.

Read more →
Ponytail Plugin for Claude Code Tested: Dramatically Less Code, 50% Lower Costs
·4 min

Ponytail Plugin for Claude Code Tested: Dramatically Less Code, 50% Lower Costs

Real-world testing of Claude Code plugin Ponytail: YAGNI decision ladder dramatically reduces AI-generated code, cutting costs 47%-77% with weather dashboard comparison and benchmark analysis.

Read more →
DeepSeek + Resonix: A Low-Cost AI Coding Solution — 150 Million Tokens for Just $1.10
·4 min

DeepSeek + Resonix: A Low-Cost AI Coding Solution — 150 Million Tokens for Just $1.10

Real-world test: DeepSeek API + Resonix coding tool consumed 150M tokens for just $1.10. Deep dive into DeepSeek pricing, Resonix's 95% cache hit rate, and honest comparison with GPT models.

Read more →
LifeSciBench: A Life Science AI Benchmark Built by 173 Scientists
·2 min

LifeSciBench: A Life Science AI Benchmark Built by 173 Scientists

LifeSciBench is a life science AI benchmark developed by 173 biotech and pharma scientists, featuring 750 expert tasks across seven research workflows.

Read more →
OpenAI o3 Diagnoses Rare Childhood Diseases: A Deep Dive into the NEJM AI Study
·3 min

OpenAI o3 Diagnoses Rare Childhood Diseases: A Deep Dive into the NEJM AI Study

OpenAI and Boston Children's Hospital published research in NEJM AI showing how the o3 Deep Research model helps clinicians diagnose previously unresolved rare childhood diseases.

Read more →

GPT-5.4 Powers a Drug Chemistry Projec…

·3 min

GPT-5.4 Powers a Drug Chemistry Project: A Complete Closed Loop from Literature Review to Experimental Validation

GPT-5.4 teams with Maria AI and automated labs to complete a full drug chemistry closed loop—from literature review and hypothesis generation to experimental validation.

Read more →
GPT-5.6 Pro Hands-On Review: In-Depth Evaluation of Game Development, 3D Modeling, and SVG Design Capabilities
·3 min

GPT-5.6 Pro Hands-On Review: In-Depth Evaluation of Game Development, 3D Modeling, and SVG Design Capabilities

Comprehensive hands-on review of GPT-5.6 Pro covering SVG vector design, 3D modeling, game generation, and image-to-web conversion. Detailed analysis of breakthroughs in spatial understanding, code reasoning, and One-Shot generation.

Read more →
Claude Code Source Leak Revealed: The 5-Step AI Coding Agent Mechanism & Practical Pitfall Guide
·4 min

Claude Code Source Leak Revealed: The 5-Step AI Coding Agent Mechanism & Practical Pitfall Guide

Deep dive into Claude Code's leaked source revealing the 5-step AI coding Agent mechanism: progressive disclosure, precise indexing, surgical edits, auto-verification & graceful termination.

Read more →
Deep Dive into the 198-Page Codex Chinese Manual: A Complete Guide from Beginner to Advanced
·3 min

Deep Dive into the 198-Page Codex Chinese Manual: A Complete Guide from Beginner to Advanced

Deep breakdown of ByteDance's internal 198-page Codex Chinese manual covering installation, Commands, MCP workflows, Skills templates, multi-Agent collaboration, and background task scheduling.

Read more →
Trae AI Coding Tool: Complete Guide to Download, Installation, and Getting Started
·3 min

Trae AI Coding Tool: Complete Guide to Download, Installation, and Getting Started

Complete guide to ByteDance's Trae AI editor: core features, download & installation, Python setup, and AI chat coding. Free, Chinese-native, no VPN needed.

Read more →
Codex vs Claude Code Cost Comparison: Breaking Down the Real Reasons Behind the 10x Price Gap
·3 min

Codex vs Claude Code Cost Comparison: Breaking Down the Real Reasons Behind the 10x Price Gap

Codex costs $15 vs Claude Code's $155 for the same task. We break down the 10x price gap across Token pricing, consumption, and work patterns with practical tips.

Read more →
Interview with Claude Code Lead: AI Programming ROI Mindset, Loops, and the Evolving Role of Engineers
·4 min

Interview with Claude Code Lead: AI Programming ROI Mindset, Loops, and the Evolving Role of Engineers

Claude Code lead Boris Cherny shares insights on 100% AI coding, ROI thinking frameworks, Loops automation, Fable model capabilities, and how engineers are shifting from coding to product intuition and system design.

Read more →
The Vibe Coding Four-Module Framework: A Complete Methodology from Fragmented Learning to Engineering Delivery
·3 min

The Vibe Coding Four-Module Framework: A Complete Methodology from Fragmented Learning to Engineering Delivery

A deep dive into the Vibe Coding four-module framework: paradigm cognition, open-source customization, SDD, and project rules for real engineering delivery.

Read more →
Velomask: The AI Coding Orchestration Platform That Lets You Write Code While Swimming
·2 min

Velomask: The AI Coding Orchestration Platform That Lets You Write Code While Swimming

Velomask is a remote Coding Agent orchestration platform supporting mobile coding commands, cloud AI execution, and multi-device real-time sync for async development.

Read more →
The Complete Guide to Claude Code Skills: Write Once, Auto-Match On-Demand Knowledge Injection
·2 min

The Complete Guide to Claude Code Skills: Write Once, Auto-Match On-Demand Knowledge Injection

Deep dive into Claude Code Skills: semantic matching, storage locations, priority rules, and advanced tips. Master on-demand knowledge injection for AI coding.

Read more →