# Anthropic

Deep Dive into Qwen3.7 Max: One-Tenth the Cost of GPT, Purpose-Built for AI Agents

Alibaba's Qwen3.7 Max targets AI agents with coding tasks at just $1.30 (one-tenth of GPT-5), supporting 35 hours of continuous execution. Deep analysis of its cost advantages, front-end capabilities, and three key limitations.

Codex Computer Use Hands-On Review: Se…

Codex Computer Use Hands-On Review: Setup Guide, How It Works, and Security Risks Explained

Hands-on review of OpenAI Codex Computer Use: step-by-step setup guide, WeChat demo, screenshot-based core principles, and analysis of three major security risks including privacy leakage and current limitations.

Claude Opus 4.8 Released: Comprehensive Upgrades in Nuanced Understanding and Conversational Naturalness

2026年5月31日·1 min

Claude Opus 4.8 Released: Comprehensive Upgrades in Nuanced Understanding and Conversational Naturalness

Anthropic releases Claude Opus 4.8 with three core improvements based on user feedback: better nuance understanding, more natural conversations, and stronger collaboration from coding to knowledge work.

Claude Code's Frontend UI Too Ugly? Th…

Claude Code's Frontend UI Too Ugly? This Open-Source Skill Teaches AI Professional Design

AI coding tools produce frontend pages lacking design sense? UI-UX-Pro-Max-Skill is an open-source design enhancement Skill with 67 UI styles, 161 color systems, supporting Claude Code and Cursor.

A Complete Guide to Using AI Agents fo…

A Complete Guide to Using AI Agents for Product Launch Videos, Growth Marketing, and Business Plans

How to use AI Agents for product launch videos, multi-platform growth marketing, and business plan writing — a complete workflow for indie developers building one-person companies.

Claude Opus 4.8 Hands-On Review: A Com…

Claude Opus 4.8 Hands-On Review: A Comprehensive Evaluation of Game Development and UI Reproduction Capabilities

In-depth hands-on review of Claude Opus 4.8 across 2D tower defense, 3D game dev, UI reproduction, and tool generation, with scoring and comparison to Opus 4.7.

Claude Opus 4.8 Real-World Testing: Wh…

2026年5月31日·2 min

Claude Opus 4.8 Real-World Testing: What $50 in Tokens Actually Gets You

In-depth testing of Claude Opus 4.8 across game dev, UI reproduction, 3D scenes, and tool building—$50 in Tokens reveals its true capabilities and limits.

Claude Code vs Codex Deep Dive: A Prac…

Claude Code vs Codex Deep Dive: A Practical Guide to Choosing the Right AI Coding Tool

A comprehensive comparison of Claude Code and OpenAI Codex covering architecture, use cases, and benchmarks to help you choose the right AI coding tool.

Build a Claude Code Agentic OS in 3 St…

Build a Claude Code Agentic OS in 3 Steps — Stop Using AI Like a Slot Machine

Learn how to transform Claude Code from a random prompting tool into a systematic Agentic OS through three layers: architecture, Obsidian memory, and an observability dashboard.

Claude Code Segfaulted All Day — Turne…

Claude Code Segfaulted All Day — Turned Out to Be a Node.js Version Incompatibility

Claude Code crashes with Segmentation Fault on startup? This real debug case reveals the fix: Node.js V24 is incompatible with Claude Code. Switch to Node.js 22 LTS to resolve it instantly.

OpenAI Codex New Version Released: A Major Upgrade for the AI Programming Assistant

2026年5月30日·1 min

OpenAI Codex New Version Released: A Major Upgrade for the AI Programming Assistant

OpenAI releases a new version of Codex with major improvements in code generation accuracy, multi-language support, and developer workflow integration. Analysis of its impact on the AI programming landscape.

CLAUDE.md Configuration Guide: Write Y…

CLAUDE.md Configuration Guide: Write Your Project Spec Using a Six-Section Structure

A detailed guide to configuring CLAUDE.md with a six-section structure covering project overview, features, tech stack, directory structure, code conventions, and constraints to boost AI coding efficiency.

Claude Code Hidden Configurations Full…

Claude Code Hidden Configurations Fully Explained: From Chat Assistant to Semi-Automated Programming Workflow

Explore Claude Code's source code to unlock hidden configurations like Hooks, Agents, Permissions, and Memories. Transform your AI assistant into a customizable semi-automated development workflow.

Cursor 3.0 Deep Dive: The AI Agent Com…

Cursor 3.0 Deep Dive: The AI Agent Command Center Rewritten in Rust

Cursor 3.0 abandons VS Code entirely, rewritten from scratch in Rust as an AI agent management platform. Deep dive into its three evolutions, Composer 2 controversy, parallel agent orchestration, and the paradigm shift from assisted to autonomous coding.

OpenAI Codex Now Fully Supports Windows Development Workflows: A Deep Dive into Computer Use Capabilities

OpenAI Codex Now Fully Supports Windows Development Workflows: A Deep Dive into Computer Use Capabilities

OpenAI Codex adds Windows Computer Use capabilities, enabling direct testing, debugging, and code review in Windows environments. ChatGPT mobile also supports remote Windows machine connections.

Windsurf Integrates Claude Opus 4.7 Fast Mode with 2.5x Speed Boost

2026年5月30日·1 min

Windsurf Integrates Claude Opus 4.7 Fast Mode with 2.5x Speed Boost

Windsurf integrates Claude Opus 4.7 fast mode with 2.5x speed boost while retaining full intelligence. Analysis of its impact on developer productivity and AI coding tool competition.

Research

Agent Loops in Practice: Transforming Token Output into Productivity from CUDA Kernels to Automated Research

Deep dive into how the Humanize framework transforms LLM tokens into engineering productivity via Agent Loops. Covers KDA winning CUDA kernel contests, virtual hardware optimization, and 50% research cost reduction.

Step 3.7 Flash: Deep Dive into the 198B Sparse MoE Multimodal Model

Step 3.7 Flash: Deep Dive into the 198B Sparse MoE Multimodal Model

Deep dive into StepFun AI's Step 3.7 Flash, a 198B sparse MoE vision-language model with 256K context and 3-level reasoning, excelling in multimodal understanding, AI coding, and Agent tool orchestration.

SGLang Hosts Agent Loops Office Hour, Focusing on Agentic Loop Architecture Optimization

2026年5月30日·1 min

SGLang Hosts Agent Loops Office Hour, Focusing on Agentic Loop Architecture Optimization

SGLang team hosts an Agent Loops Office Hour exploring inference optimization for agentic loops, covering KV Cache reuse, low-latency multi-turn dialogue, and tool calling techniques.

O3 vs Gemini 2.5 Pro vs Claude 3.7: Re…