#Fast Mode
3800 related articles
Tutorials·2 min
Connect Claude Code to DeepSeek Model: Complete Setup in 2 Minutes
Step-by-step guide to connect Claude Code with DeepSeek model. Complete the setup in 4 steps: install Node.js, get API Key, configure environment variables, and start coding with AI.
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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·1 min
The Claude Code Performance Degradation Controversy and 6 Open-Source Tools Worth Watching
Deep analysis of the Claude Code performance degradation controversy caused by thought summarization, plus open-source tools: Mautica AI Agent platform, Hitry spreadsheet engine, and more.
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Tutorials·1 min
Complete Methodology: Non-Technical Founder Uses AI to Build an App in 3 Days, Earning $20K/Month
Finance major Mal Barron used Cursor and ChatGPT to build PrayerLock in 3 days, hitting $20K+ monthly revenue in 6 months. Full breakdown of AI development, organic growth, and paid ads.
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Product Reviews·2 min
Zero Code, Built an App with Claude Code, Made $6,000 in 30 Days — The Full Story
A non-coder built a self-improvement app with Claude Code in one weekend, used AI video marketing to get 30M views, and earned $6,000 in 30 days with zero ads.
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Expert Opinions·1 min
Validation-Driven Development: The Key to Unlocking AI Coding's True Potential
The bottleneck of AI coding tools isn't model capability — it's your validation infrastructure. Learn the validation-driven development paradigm and how to achieve 5–7x efficiency gains.
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Industry Insights·2 min
A Beginner's Guide to Vibe Coding: Make Money Building Software with AI — No Coding Required
Vibe Coding lets anyone build software with AI through conversation — no programming needed. Learn what it is, how to break down tasks, and how to make money building custom tools for small businesses.
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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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Product Reviews·6 min
One API: An Open-Source API Gateway Managing 30+ LLMs Through a Single Interface
One API is an open-source LLM API gateway that unifies 30+ LLM providers including OpenAI, Claude, Gemini, and DeepSeek through an OpenAI-compatible interface. Features Key management, quota control, load balancing, and one-command Docker deployment. 32k+ GitHub Stars.
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Industry Insights·2 min
The Rise of Quiet Launches in AI: Why Top Technologies Choose to Debut Under the Radar
Exploring the rise of "quiet launch" strategies in AI: from Meta Llama to DeepSeek, why top AI products choose low-key releases. How open-source community culture is reshaping competition.
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Tutorials·1 min
Codex App Tutorial: Complete Guide from Installation & Configuration to Practical Tips
Complete guide to OpenAI Codex App covering download, MFA login setup, project management, session modes, agents.md configuration, and WorkTree features.
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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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Product Reviews·2 min
Trae Solo Mode in Action: Building a Complete Indie Product from Scratch in Two Hours
Hands-on test of Trae Solo mode: building and deploying a complete Happy Calculator in two hours through natural language dialogue, exploring how AI tools lower indie development barriers.
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Expert Opinions·2 min
A Day in the Life of an AI Entrepreneur: Exploration-Driven Work Replacing Schedule-Driven Routines
AI entrepreneur Liu Xiaopai shares his daily routine: using AI assistants to filter information, instantly exploring new tools, and validating ideas through low-cost trial and error at scale.
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Tutorials·2 min
AI-Generated Mini Program UI Components: Prompt Templates & Three-Step Review Method in Practice
Complete guide to AI-assisted mini program UI development: precise prompt templates for one-shot component generation, three-step review for efficient iteration, and JS logic templates for data binding.
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Product Reviews·3 min
One API: A Complete Guide to the Open-Source API Gateway for Unified Management of 30+ LLMs
One API is an open-source LLM API gateway with 32K+ GitHub Stars, supporting unified access to 30+ models including OpenAI, Claude, and DeepSeek. Complete guide covering Docker deployment, Key management, and load balancing.
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Tutorials·1 min
Milvus 2.6 Core New Features Explained: Tiered Storage, Architecture Deep Dive & RAG in Practice
Deep dive into Milvus 2.6.x core features including tiered storage, eviction strategies, warmup mechanisms, cloud-native architecture design, and key optimization strategies for building high-performance RAG systems.
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Tech Frontiers·2 min
AI-Powered Development in Practice: A Complete Retrospective on Turning an Idea into a Multi-Platform Product in 3 Days
A developer used AI coding tools to take a Basic English concept from web app to Android launch in 3 days. A breakdown of FastAPI architecture and AI-assisted dev workflows.
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Tutorials·1 min
Python Freelancing Side Hustle: A Practical Guide for College Students Going from Zero to $1,000+/Month
A practical guide to Python freelancing for college students covering office automation, web scraping, custom scripts & data analysis with realistic income expectations and compliance tips.
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