# IDE

Should Custom Software Teams Go All-In on LLMs? ChatGPT Itself Gave the Answer

Should custom software teams go all-in on LLMs? Through a deep conversation with ChatGPT, we analyze scenario selection, Token costs, and industry fit to provide a rational decision framework for ToB developers.

Agent Memory: Giving AI Coding Agents …

Agent Memory: Giving AI Coding Agents Persistent Memory Across Sessions

Agent Memory is an open-source local memory layer providing persistent, cross-session, cross-tool long-term memory for AI coding agents like Claude Code, Cursor, and Codex.

Complete Guide to Connecting Gemini 3.…

Complete Guide to Connecting Gemini 3.5 Flash with Codex CLI: Configuration for macOS and Windows

Step-by-step guide to connecting Google Gemini 3.5 Flash to OpenAI Codex CLI via RouterLink proxy on macOS and Windows. Three-step setup for switching AI models.

Trae Third-Party API Integration Tutor…

Trae Third-Party API Integration Tutorial: Configure GPT and Claude Models in Three Steps

Step-by-step tutorial on integrating third-party APIs in Trae via proxy platforms like DeepRouter to configure GPT-4 and Claude models in three simple steps.

Codex API Proxy Configuration Tutorial…

Codex API Proxy Configuration Tutorial: From Token Creation to Chat Recovery

Complete guide to configuring Codex with an API proxy, covering CC Switch setup, API token creation and import, chat recovery, and troubleshooting for GPT-5.5 access.

The Right Way for Beginners to Build P…

The Right Way for Beginners to Build Products with AI: The Iterative Build Loop Explained

Vibe Coding isn't just chatting with AI. Learn the Iterative Build Loop: Discuss, Document, Develop, Learn — with VS Code and Claude Code to build products from scratch.

Cursor Composer 2.5 Hands-On: An AI Co…

Cursor Composer 2.5 Hands-On: An AI Coding Model That's Faster and 10x Cheaper

Hands-on review of Cursor Composer 2.5's Agent view, Plan mode, and right panel features. Coding ability matches Claude and GPT top models at up to 10x lower cost with significantly faster speed.

Gemini Spark Officially Launches: Google Builds a Cross-Service AI Action Assistant

Gemini Spark Officially Launches: Google Builds a Cross-Service AI Action Assistant

Google Gemini Spark launches for AI Ultra subscribers. This intelligent action assistant works across apps, shifting AI from information provider to task executor. Deep dive into its capabilities and competitive edge.

Google Gemini Drops Update: New Interface Design and Spark Intelligent Agent Assistant Explained

Google Gemini Drops Update: New Interface Design and Spark Intelligent Agent Assistant Explained

Google Gemini Drops brings a complete interface redesign and Gemini Spark 24/7 intelligent agent assistant. Deep analysis of the upgraded experience, agentic AI capabilities, and competition with ChatGPT and Copilot.

Gemini Omni: How Powerful Is AI Video Generation That Understands Physics?

2026年5月31日·1 min

Gemini Omni: How Powerful Is AI Video Generation That Understands Physics?

Deep analysis of Google Gemini Omni's physics-aware video generation: how it understands motion laws from video input to generate seamless dynamic content, covering core tech, applications, and industry impact.

35 Lines of Prompts Let Codex Auto-Opt…

35 Lines of Prompts Let Codex Auto-Optimize Your Workflow — Reposted by OpenAI's President

An OpenAI employee used just 35 lines of prompts to have Codex analyze 30 days of work history, identify repetitive tasks, and generate reusable automated Skills. Combined with screen reading and long-term memory, Codex is becoming a proactive workflow optimization agent.

Claude Code Fast Mode Price Cut: Dual-Mode Workflow Reshapes the AI Programming Experience

Claude Code Fast Mode Price Cut: Dual-Mode Workflow Reshapes the AI Programming Experience

Anthropic cuts Claude Opus 4.8 Fast mode pricing. Learn how the dual-mode workflow—Fast for interactive coding, Normal for async tasks—reshapes AI programming.

Claude Opus 4.8 Thinking Effort Calibration Explained: A Critical Optimization Direction for AI Reasoning Models

Claude Opus 4.8 Thinking Effort Calibration Explained: A Critical Optimization Direction for AI Reasoning Models

Anthropic releases Claude Opus 4.8 with optimized thinking effort calibration. This article explains what it is, why it matters for AI reasoning models, and its impact on industry competition.

Deep Dive into Qwen3.7 Max: One-Tenth …

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.

Vibe Coding in Action: Building a Mac …

Vibe Coding in Action: Building a Mac Screen Recorder with AI — Without Writing a Single Line of Code

A Bilibili creator used Vibe Coding to build a full-featured Mac screen recorder entirely through AI conversation, without writing any code. A deep dive into its features and Vibe Coding's potential.

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…