#Fair Code
676 related articles
·3 min
Cursor in Action: Building a Library Management System in 15 Minutes — Full Walkthrough
Full walkthrough of building a FastAPI + Vue3 library management system in 15 minutes with Cursor AI, covering structured prompts, Plan & Build strategy, and bug fixes.
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·4 min
Codewell Hands-On Review: Is This Terminal AI Coding Assistant with Nearly 40K GitHub Stars Actually Worth It?
Hands-on review of Codewell (formerly DeepSeek2E), the open-source terminal AI coding assistant with nearly 40K GitHub stars. Supports 25 LLM providers, local models at zero cost, and MIT license.
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·3 min
What Happens to Developer Jobs When AI Writes 80% of the Code? A Deep Dive into Anthropic's Landmark Report
Anthropic's latest report reveals over 80% of its codebase is AI-written and engineer output has grown 8x. A deep analysis of AI's impact on software development, the taste moat, AI bubble stages, and loop engineering.
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·3 min
The Complete Guide to OpenAI Codex CLI: From Installation and Configuration to Enterprise-Level Practice
In-depth guide to OpenAI Codex CLI: covering installation, agents.md design, multi-agent collaboration, MCP protocol integration, and a RAG customer service project.
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·3 min
DeepSeek Open-Sources a Terminal Coding Agent: A Claude Code Alternative with 38K GitHub Stars
DeepSeek's open-source terminal coding Agent: zero dependencies, million-token context, 20 parallel sub-agents, 38K+ GitHub Stars. A detailed comparison with Claude Code.
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·3 min
How Wayfair Uses GPT Models to Process a Catalog of 40 Million Products
Deep dive into how Wayfair uses OpenAI GPT models for catalog enrichment across 40M SKUs, covering technical implementation, AI solutions for non-standardized product classification, and implications for e-commerce.
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·4 min
Five Essential Cursor Skills Every QA Engineer Needs: A Complete Breakdown
A detailed guide to five essential Cursor Skills for QA engineers: PRD analysis, test case generation, JMeter scripting, load test reports, and web automation.
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·3 min
Setting Up Claude Code from Scratch: An Installation & Configuration Troubleshooting Guide
A complete guide for beginners to set up Claude Code, covering VS Code installation, plugin troubleshooting, API configuration, model switching pitfalls, and practical usage tips.
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·3 min
Claude Fable 5 Hands-On: Is Doubling the Tokens Worth It? A Rust Programming Comparison with Opus 4.8
Hands-on Rust project comparison of Claude Fable 5 vs Opus 4.8. Fable 5 uses 2x tokens for only marginal quality gains and has stability issues.
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·3 min
Testing DeepSeek's Safety Mechanisms: Multiple Jailbreak Attempts Successfully Blocked
An overseas security blogger systematically tested DeepSeek's jailbreak resistance using direct requests, rephrased prompts, and varied strategies. Results show robust intent recognition, consistent blocking, and context-aware safety mechanisms.
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·3 min
GML 5.2 Multimodal Upgrade Hands-On: Full Validation with DeepSeek V4
Hands-on testing of GML 5.2 and DeepSeek V4 multimodal upgrades on OneBlockBase, covering vision-text workflows, safety mechanisms, and deployment tips.
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·3 min
5 Steps to Connect Codex with DeepSeek — No GPT Account Required
Step-by-step tutorial: Connect Codex to DeepSeek API via CC Switch in 5 steps. No GPT account needed — use AI coding features like code completion and Skill plugins at lower cost.
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·3 min
What Is Claude Code? Five Key Differences from Regular AI Chatbots
Explore the five key differences between Claude Code and regular AI chatbots like ChatGPT and DeepSeek — from interaction, context, execution, memory, to tool integration.
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·3 min
Hand-Written VBA Code vs. AI Voice Programming: How Big Is the Efficiency Gap Really?
A real-world Excel case comparing formulas, hand-written VBA, and AI voice programming for merging names by department — revealing massive efficiency gaps.
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·3 min
Getting Started with Vibe Coding: Master the Basics to Effectively Direct AI Programming
A detailed guide to getting started with Vibe Coding, from web-based DeepSeek to the VSCode plugin Cline. Master HTML, CSS, and JavaScript basics to effectively harness AI programming tools.
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·3 min
MiniMax M3 Code Test: How Does It Stack Up Against DeepSeek?
Real-world comparison of MiniMax M3 vs DeepSeek in code generation through HTML game development and admin system scaffolding tests. M3 excels in first-generation quality and prompt comprehension.
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·2 min
Claude Fable 5 Hands-On Review: Double the Price — Is It Worth It?
Hands-on comparison of Claude Fable 5 vs Opus 4.8 on landing page design and website rebuilds. Detailed API pricing analysis and practical advice on whether double the cost delivers double the value.
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·3 min
AI Coding Efficiency: A Complete Methodology for Writing Effective Skill Specifications
A deep dive into writing Skill specifications for AI-assisted coding, covering template design, script selection for complex orchestration, and six standardized elements to constrain Agent behavior.
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·4 min
A Complete Guide to Multi-Agent Teams in AI Coding: From Solo Work to Team Collaboration
Deep dive into multi-agent solutions from Cursor, Claude Code, and Tencent CodeBuddy — covering parallel exploration, cross-layer collaboration, context isolation, practical tips, and selection guide.
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·2 min
DeepMind TacticAI Lands at Palmeiras: AI Predicts Match Dynamics 8 Seconds in Advance
Google DeepMind partners with Palmeiras to deploy TacticAI, the first AI tactical system in professional football, predicting open-play dynamics 8 seconds ahead.
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