[KongchangAI]

#Codex

201 related articles

How Codex Tracked Down a Bug: From Error Message to Open Source Fix
Product Reviews
·2 min

How Codex Tracked Down a Bug: From Error Message to Open Source Fix

A developer used OpenAI Codex to debug a recurring browser extension error. Codex read the source code, identified a Chrome sleep mechanism flaw, and auto-generated a bug report that led to an open-source fix.

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Deep Dive into OpenAI Codex Plugin System: Architecture, Installation, and Hands-On Development
Tutorials
·2 min

Deep Dive into OpenAI Codex Plugin System: Architecture, Installation, and Hands-On Development

Deep dive into OpenAI Codex plugin system architecture (Skills, Apps, MCP Server), four installation methods, and a macOS app development case study showing how plugins boost AI coding efficiency.

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Codex++: Connect Codex to DeepSeek, GLM, and Other Chinese LLMs
Tutorials
·2 min

Codex++: Connect Codex to DeepSeek, GLM, and Other Chinese LLMs

Codex++ is a free open-source tool that connects Codex to DeepSeek, GLM, and other Chinese LLMs while unlocking plugin features in API mode. Full setup guide included.

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Advanced Codex Tips: Building a Cursor-Level Development Experience
Tutorials
·2 min

Advanced Codex Tips: Building a Cursor-Level Development Experience

Advanced OpenAI Codex tips including sidebar shortcuts, batch Agent sub-tasks, session management, and environment setup to create a Cursor-level development experience.

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OpenAI Codex Deep Dive: How Does the Async AI Coding Agent Actually Perform?
Product Reviews
·3 min

OpenAI Codex Deep Dive: How Does the Async AI Coding Agent Actually Perform?

Deep dive testing OpenAI Codex cloud coding agent on a 50K-user production codebase, covering bug fixes, prompt optimization, and frontend UI tasks, with insights on the 30% completion rate value.

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Codex CLI vs Cursor Hands-On Comparison: How to Choose Between Saving Money and Free
Product Reviews
·2 min

Codex CLI vs Cursor Hands-On Comparison: How to Choose Between Saving Money and Free

In-depth comparison of OpenAI Codex CLI vs free Cursor across speed, interaction, and cost. Reveals Codex's design logic and maturity gaps to help developers choose wisely.

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Codex Getting Started Guide: Dual-Channel Setup with DeepSeek (China) and ChatGPT (Global)
Tutorials
·2 min

Codex Getting Started Guide: Dual-Channel Setup with DeepSeek (China) and ChatGPT (Global)

A detailed guide to OpenAI Codex's six core capabilities with dual setup options: DeepSeek for China-based users and ChatGPT for global access.

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Codex /goal Command Tutorial: A Practical Guide from AI Q&A to Automated Task Execution
Tutorials
·2 min

Codex /goal Command Tutorial: A Practical Guide from AI Q&A to Automated Task Execution

Learn how to use Codex CLI's /goal command with a five-part goal template, suitable task types, and best practices for shifting from prompt engineering to task engineering.

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Codex User Guide: Five Key Concepts for Mastering Agent Workflows
Tutorials
·2 min

Codex User Guide: Five Key Concepts for Mastering Agent Workflows

Codex is an Agent, not ChatGPT. Learn the five key concepts — Thread, Workspace, Tools, Patch, Verification — to master Codex's agent workflow effectively.

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Claude Code vs Codex Hands-On Comparison: What 100 Hours of Deep Testing Reveals
Product Reviews
·2 min

Claude Code vs Codex Hands-On Comparison: What 100 Hours of Deep Testing Reveals

100+ hours of hands-on testing comparing Claude Code and ChatGPT Codex across customization, performance, token usage, and cost with real-world benchmarks.

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Codex vs Claude Code Real-World Comparison: How Big Is the Gap at the $20 Tier?
Product Reviews
·2 min

Codex vs Claude Code Real-World Comparison: How Big Is the Gap at the $20 Tier?

One month of parallel testing comparing OpenAI Codex and Claude Code across pricing, code quality, context window, ecosystem, and killer features at the $20 tier.

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Codex vs Claude Code: An In-Depth Comparison of Two Leading Coding Agents
Product Reviews
·2 min

Codex vs Claude Code: An In-Depth Comparison of Two Leading Coding Agents

In-depth comparison of OpenAI Codex and Claude Code across work modes, extension mechanisms, and security strategies to help you choose the right AI coding agent for your team.

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Codex vs Claude Code with DeepSeek: Real-World Test Results — 5.7x Speed Gap, Stability Score 40 vs 100
Product Reviews
·2 min

Codex vs Claude Code with DeepSeek: Real-World Test Results — 5.7x Speed Gap, Stability Score 40 vs 100

Real-world benchmark comparing Codex and Claude Code with DeepSeek: 30 tests show Claude Code is 5.7x faster with a perfect 100 stability score vs Codex's 40.

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Codex + WX-CLI: Build a WeChat Group AI Secretary That Auto-Summarizes Chats
Tutorials
·2 min

Codex + WX-CLI: Build a WeChat Group AI Secretary That Auto-Summarizes Chats

Step-by-step guide to building a WeChat group AI secretary using OpenAI Codex and WX-CLI — no coding required. Auto-monitor chats, filter keywords, and get scheduled AI summaries.

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How to Fix Codex Errors: Complete Troubleshooting Guide for DeepSeek Integration, GPT Login Issues & More
Tutorials
·2 min

How to Fix Codex Errors: Complete Troubleshooting Guide for DeepSeek Integration, GPT Login Issues & More

Complete troubleshooting guide for Codex errors including DeepSeek integration 401 errors, SysX configuration, .env file issues, and GPT login problems.

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Codex Desktop Relay API Configuration Tutorial: Run GPT-5.5 from Scratch
Tutorials
·3 min

Codex Desktop Relay API Configuration Tutorial: Run GPT-5.5 from Scratch

Step-by-step guide to configuring Codex Desktop relay API: from Node.js installation and CCNIW setup to API key binding, run GPT-5.5 from scratch and generate a complete game with one sentence.

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Codex Mobile Setup Tutorial: 2-Minute Configuration for Managing AI Coding Tasks from Your Phone
Tutorials
·1 min

Codex Mobile Setup Tutorial: 2-Minute Configuration for Managing AI Coding Tasks from Your Phone

Step-by-step tutorial to set up OpenAI Codex mobile with zero-latency phone-to-PC sync. Covers full setup, real usage experience, and Cursor mobile comparison.

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Zero-Code Mac Menu Bar App Built in One Hour Using Codex: A Practical Guide
Product Reviews
·2 min

Zero-Code Mac Menu Bar App Built in One Hour Using Codex: A Practical Guide

A non-programmer used OpenAI Codex to build and package a Mac menu bar app in one hour through conversational programming, featuring storage monitoring and custom shortcuts.

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