#unit testing
2274 related articles
Product Reviews·2 min
"ZhiShu Patent Practice": An AI-Powered Development Case Study for a Patent Attorney Exam Prep Mini Program
A patent professional used AI tools to independently develop the WeChat Mini Program "ZhiShu Patent Practice" for patent attorney exam prep, featuring historical questions, daily practice, and resume-from-breakpoint functionality.
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Tutorials·2 min
TikTok-Driven App Entrepreneurship: The Methodology Behind $800K/Year After 10 Failures
After 10 failed apps, Canadian developer Louis used TikTok comments to discover real user needs, gained 100K users in 3 days, and hit $800K/year in revenue.
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Tutorials·2 min
ComfyUI Video Matting Tutorial: Complete Workflow with RMBG Model + APNG Export
Step-by-step ComfyUI video matting workflow using the RMBG model for AI background removal, generating transparent APNG animations compressed from 160MB to 30MB for mobile use.
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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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Product Reviews·2 min
Hands-On Review: Access DeepSeek, GPT, Claude & Other AI Models Without a VPN
Hands-on test of a VPN-free AI aggregation platform, verifying full-scale DeepSeek 671B, Gemini file analysis, audio/video recognition, and web search capabilities.
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Product Reviews·2 min
GPT_API_free: A Guide to Getting Free API Keys for ChatGPT/DeepSeek and Other LLMs
GPT_API_free is a GitHub project with 37,000+ Stars offering free API Keys for ChatGPT, DeepSeek, Claude, and other major LLMs. Learn about supported models, use cases, and compatibility.
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Product Reviews·2 min
GPT_API_free: Free Access to ChatGPT, DeepSeek, and Other Leading LLM APIs
GPT_API_free is a GitHub project with 37,700+ Stars offering free API Keys for ChatGPT, DeepSeek, Claude, Gemini, and more—ideal for developers learning, testing, and prototyping AI apps.
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Product Reviews·2 min
GPT_API_free: Complete Guide to Free ChatGPT/DeepSeek and Other LLM API Access
GPT_API_free is a GitHub project with 37,700+ Stars offering free API Keys to access ChatGPT, DeepSeek, Claude, Gemini, and Grok LLMs through a unified interface.
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Product Reviews·2 min
Sub2API Open Source Project: A Unified Proxy and Subscription-Sharing Solution for Multi-Platform AI Services
Sub2API is a trending GitHub project (18,000+ Stars) built in Go that unifies AI subscriptions from Claude, OpenAI, Gemini and more into a single API with cost-sharing support.
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Product Reviews·2 min
GPT_API_free: An Open-Source Aggregation Project for Free GPT-4 and DeepSeek API Keys
GPT_API_free is a 37,000+ Star GitHub project offering free API Keys for GPT-4, DeepSeek, Claude, and more. Learn how it works, use cases, and limitations.
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Product Reviews·3 min
AI API Proxy Platforms: One Key to Access All Major LLMs
AI API proxy platforms let you call GPT, Claude, and other major LLMs with one key at 20% off official pricing. Covers setup, Cursor integration, cost tracking, and security.
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Product Reviews·2 min
Cursor Composer 2.5 Deep Dive: Cloud-Based AI Programming Makes High-End PCs a Thing of the Past
Cursor Composer 2.5 supports cloud execution of complex tasks, freeing developers from expensive hardware. Analysis of cost structures, usage bottlenecks, and investment strategies for AI programming.
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Tutorials·1 min
Making $20K/Month Building Apps with AI: A Complete Playbook for Non-Technical Founders
Finance grad Mal Barron used Cursor and AI tools to build Prayer Lock in 3 days, hitting $20K/month in 6 months. Full replicable playbook inside.
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Industry Insights·2 min
AI Solo Companies: 5 Real Case Studies Breaking Down How to Earn $10K+/Month from Scratch
5 verified real cases show how ordinary people use AI tools to start businesses from scratch, building one-person companies earning $10K+ per month.
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Product Reviews·1 min
Claude Code Product Manager Interview: Rapid Iteration, Multi-Instance Parallelism, and the Full SDK Ecosystem Explained
Anthropic PM deep-dives into Claude Code's development philosophy: prototype-driven iteration, Multi-Clouding parallel workflows, SDK for building Agents, and enterprise best practices.
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Industry Insights·2 min
GitHub Copilot Named Gartner Magic Quadrant Leader for Three Consecutive Years
GitHub named a Leader in the Gartner Magic Quadrant for Enterprise AI Coding Agents for the third year. Explore Copilot's AI strategy and market landscape.
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Product Reviews·2 min
Trae China Edition In-Depth Review: Free AI Coding IDE Hands-On Experience & Comparison with International Version
In-depth review of Trae China edition AI coding IDE, comparing model support, code generation, and features with the international version. Free, no VPN needed.
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Product Reviews·2 min
Trae Download & Installation Guide: A Complete Review of ByteDance's AI Programming IDE
A detailed guide on ByteDance's AI programming tool Trae — download, installation, interface features, and hands-on experience with Claude 3.7 Sonnet and DeepSeek R1. A free domestic alternative to Cursor.
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Product Reviews·2 min
In-Depth Review of ByteDance's Trae: The Strengths and Limitations of a Free AI-Native IDE
In-depth review of ByteDance's AI-native IDE Trae: analyzing its three-layer engine architecture, Builder Mode, multi-modal code generation, and how it compares to Cursor as a free AI coding tool.
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Product Reviews·2 min
Trae SOLO 2.0 In-Depth Review: A Full-Workflow AI Development Tool Put to the Test
In-depth review of Trae SOLO 2.0's new mode: from auto-generated requirement docs to one-click Vercel deployment, exploring how this AI coding tool automates the entire dev workflow.
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