#non-developer software development
21 related articles
·2 min
Vibe-Research Deep Dive: A Complete Guide to This Open-Source AI Investment Research System
A hands-on look at Vibe-Research, an open-source AI investment research tool supporting A-share, HK, and US stocks, with DeepSeek, Claude, and Codex integration.
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·6 min
The Complete Codex Guide: From Beginner to Pro with the All-in-One AI Assistant
OpenAI Codex is more than a coding tool—it's an AI agent that writes code, makes slides, and operates browsers. This guide covers its four versions, permission modes, plugins, automation, and six best practices.
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·3 min
Coze Deep Dive: A Complete Guide to the Agent Building Platform vs. Dify
A deep dive into ByteDance's Coze platform: tool categories, positioning vs. Dify, skill store, multi-agent collaboration, and workflow building — your AI Agent selection guide.
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·4 min
AMD Ryzen AI Halo Real-World Test: Can a Non-Programmer Use Local AI to Write Code?
A non-programmer tests AMD Ryzen AI Halo by deploying local AI models to tackle a real dev task. After testing Ollama and Qwen3, the verdict: AI amplifies developers, it doesn't replace them.
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·3 min
Coze Deep Dive: Multi-Agent Collaboration Platform Features & Usage Guide
A comprehensive guide to Coze by ByteDance: multi-agent collaboration, local tool integration, cross-platform sync, and credit system. Compare with Dify to get started fast.
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·2 min
Vibe Coding in Practice: A Complete Guide for Non-Developers Building Business Tools with AI
Vibe Coding lets non-developers build real business software with AI. Explore Claude Code, Lovable, Replit, and Cursor — and learn how to build AI Agent workflows for your business.
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·4 min
Coze in Practice: A Complete Guide to Building Multi-Agent Collaboration Teams
A systematic guide to Coze's positioning and capabilities, covering Agent-building platform categories, Skill modules, workflow orchestration, and multi-Agent team building.
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·4 min
Notion Meets Cursor: A New Workflow for Dispatching Coding Tasks Directly from Docs
Cursor launches deep Notion integration via the Cursor SDK — @mention Cursor in any Notion doc to trigger a cloud Agent that automatically opens a PR. We break down the workflow, product logic, and real-world limitations.
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·7 min
Complete Guide to Claude Code Desktop: Access DeepSeek Domestic Models Without an Account
Step-by-step guide to installing Claude Code Desktop, enabling developer mode for account-free use, integrating DeepSeek via CC Switch, Chinese localization, and custom Skills in ten minutes.
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·2 min
Deep Dive into n8n Workflow Platform: Core Capabilities and Suitability Assessment for China
Deep dive into n8n's core capabilities including 500+ nodes, AI Agent building, and RAG integration, with an objective analysis of its limitations and suitability for use in China.
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·4 min
Llama.cpp Windows Local Deployment Guide: Run LLMs in Three Steps Without Compiling
Step-by-step guide to deploying Llama.cpp on Windows without compiling. Download pre-built packages, configure CUDA, and run GGUF quantized models locally with GPU acceleration and web UI in three simple steps.
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·3 min
The Complete Guide to Codex Superpowers: 14 Skills That Make AI Follow Industrial-Grade Development Workflows
A complete guide to Codex Superpowers: 14 composable skills covering brainstorming, planning, TDD, and code review, with a real-world WeChat Mini Program case study.
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·3 min
n8n from Beginner to Expert: A Complete Guide to Workflow Automation and AI Agent Development
A deep dive into n8n's workflow automation capabilities, covering its 500+ node ecosystem, AI Agent development, RAG system building, and practical tips for use in different regions.
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·3 min
CrewAI Multi-Agent Collaboration in Practice: A Complete Guide from Setup to API Service
A detailed guide to CrewAI multi-Agent collaboration covering core concepts, FastAPI service setup, and real-world comparisons of GPT-4o Mini, Qwen Max, and Llama 3.1.
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·2 min
Google AI Studio Mobile App Coming Soon: Full Vibe Coding Development Workflow on Your Phone
Google AI Studio is launching Android and iOS mobile apps, enabling Vibe Coding on phones with Firebase backend integration for full build-to-deploy workflows.
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·1 min
Replit President Michele Catasta: 50 Million People Building Software with Natural Language
Replit President Michele Catasta shares the platform's latest milestone: over 50 million users building software with natural language and Claude. A deep dive into how Replit is democratizing programming.
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Tutorials·2 min
Beginner's Guide to Installing Claude Code: Complete Tutorial for Connecting to DeepSeek via CC Switch
Step-by-step beginner's guide to installing Claude Code, configuring environment variables, and connecting to DeepSeek via CC Switch for low-cost AI coding.
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Tutorials·3 min
AI Full-Stack Development Platform Project Structure Explained: Backend Modules & Frontend Directory Organization
A detailed breakdown of AI full-stack platform project structure, covering backend Java modules, frontend directory organization, and MVC request flow to help developers locate code precisely during AI-assisted development.
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Tutorials·2 min
5 Real Cases of Ordinary People Making Money with AI: A Replicable Path to $2,000+/Month
5 real cases of ordinary people monetizing AI tools — covering AI writing, design, and agent development — with replicable methods for earning $2,000–3,000+/month.
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Product Reviews·2 min
ZeroClaw vs OpenClaw In-Depth Comparison: How to Choose Between Lightweight AI Agent Frameworks
In-depth comparison of ZeroClaw vs OpenClaw AI Agent frameworks: Rust static binary vs Node.js runtime, 5MB vs 2GB memory, installation experience, and ideal use cases.
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