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2500 related articles
Product Reviews·3 min
Kimi K2.6 Hands-On Review: A Zero-Barrier Experience for Building Dynamic Websites
Hands-on review of Kimi K2.6's Web Coding capabilities covering animation pages, corporate sites, and more. Built-in database and one-click deployment let anyone generate and launch dynamic websites via prompts.
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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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Product Reviews·2 min
Windows Codex Experience: Not an IDE, But an AI Project Manager
Deep dive into OpenAI's Codex desktop app and its unique role as an AI project manager. From parallel multi-project management to minimalist design, see how it fills a gap in the Vibe Coding ecosystem.
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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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Tutorials·3 min
Zero Coding Experience to SaaS in 48 Hours: A Complete Breakdown of Reaching $20K MRR in 90 Days
Amazon seller Hassam, with zero coding experience, used Cursor to build SaaS product LaunchFast in 48 hours. Through an equity-for-distribution strategy, he hit $20K+ MRR in 90 days.
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Tutorials·4 min
Manus AI Agent Side Hustle Monetization Guide: From Knowledge Base to Personalized Path Planning
Learn how to use the Manus AI agent to build a personal knowledge base and generate personalized side hustle monetization reports with three working modes, prompt templates, and practical examples.
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Tutorials·3 min
Still Copy-Pasting with AI Coding? A Guide from Craft Workshop to Automated Engineering
Most developers still copy-paste with AI coding tools. This guide covers the evolution from Copilot to Claude Code, detailing CLAUDE.md, Skills, and MCP to achieve Non-Interactive automated workflows.
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Product Reviews·2 min
Building an AI Auto-Chat Bot for the Soul Platform: A High-EQ Automated Reply System Breakdown
Technical breakdown of an AI auto-chatbot for Soul social platform, covering message listening, affective computing, human-like reply timing, cross-platform expansion, and ethical implications.
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Industry Insights·2 min
GPT-5.5 Reduces Error Rate by 46% in Databricks Document Parsing: Real-World Data and Architecture Breakdown
Databricks tests show GPT-5.5 cuts error rates by 46% in complex document parsing, the only model to break 50% accuracy. Detailed analysis of its breakthroughs in numerical parsing and multi-agent architecture.
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Tutorials·2 min
Claude Code Installation & Usage Guide: Quick Start with Terminal, Web & IDE Modes
A detailed guide to installing and using Claude Code in three modes — Terminal, Web, and IDE — with cost-saving tips and common pitfall solutions for beginners.
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Tutorials·2 min
Claude Code + PRD + Figma: A Complete Method for One Person to Build Enterprise-Level Frontend Prototypes
A complete guide to using Claude Code Plan mode, PRD five key elements, and Figma client to build enterprise-level frontend prototypes solo — no MCP required.
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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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Product Reviews·1 min
ECC: A Unified AI Programming Operating System for Claude Code, Codex, and Cursor
ECC (Enhanced Claude Code) is an open-source AI programming OS that unifies Claude Code, Codex, and Cursor through a five-layer architecture with 246 skills, 61 Agents, and selective installation.
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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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Expert Opinions·2 min
The Execution Paradox of AI Coding Agents: Why They Talk the Talk but Don't Walk the Walk
AI coding agents excel at explaining why to do something but often fail to actually do it. This article analyzes LLM analysis paralysis and offers strategies for developers.
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Industry Insights·2 min
Programmers Making Millions from Freelancing: A Real Data Breakdown of Two Paths
Based on real data from a 900-member tech community, this article breaks down two core freelancing paths for programmers: steady side hustle vs. full-time all-in, with strategies for earning $140K-$420K.
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Tutorials·2 min
OpenClaw: Building Industrial-Grade Agents with Zero Code — Deployment, Memory Management & Feishu Automation in Practice
A deep dive into OpenClaw's industrial-grade agent framework: local deployment, dual-layer memory management, Skills system design, and zero-code enterprise Agent building with Feishu automation.
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Tutorials·2 min
AI Keeps Going Off-Track? Use Code to Compile Your Materials into Task Context
AI answers always off-track? The problem isn't the model — it's your input. Learn how context compilation scripts transform scattered materials into structured task context, boosting AI output quality from 2 to 90 points.
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Product Reviews·2 min
CodeGraph Real-World Test: Can a Code Graph Indexing Tool Actually Save Tokens? The Results Were Surprising
Real-world test of CodeGraph (20k Stars), a code graph indexing tool that replaces AI file-by-file scanning with local semantic graphs. Unity project comparison reveals higher costs but significantly better code quality.
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Tutorials·2 min
Developing WeChat Mini Programs with Claude Code: Structured Prompts That Make Code Work on the First Run
A hands-on guide to building WeChat Mini Programs with Claude Code in one day. Master the 5-element structured prompt method for 87% code usability rate.
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